{ "protocol": "agentskit.chat.knowledge", "version": 1, "artifactId": "agents-playbook", "siteId": "playbook", "contentHash": "sha256:310cf8e105d755616ee92e0ad0d512af42eb995343b2038a8df421f5e297f2cd", "generatedAt": "2026-07-14T00:00:00.000Z", "entries": [ { "id": "doc:agentskit-chat", "kind": "document", "label": "AgentsKit Chat dogfood", "match": { "type": "exact", "values": [ "agentskit-chat", "agentskit-chat.md", "AgentsKit Chat dogfood", "playbook AgentsKit Chat dogfood" ] }, "answer": { "markdown": "## AgentsKit Chat dogfood\n\nHow Ask Playbook composes the public AgentsKit Chat framework without recreating chat state.\n\nType: **Guide**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/agentskit-chat)\n[Read raw Markdown](https://playbook.agentskit.io/raw/agentskit-chat.md)", "citations": [ { "id": "doc:agentskit-chat", "title": "AgentsKit Chat dogfood", "href": "https://playbook.agentskit.io/docs/agentskit-chat" } ] } }, { "id": "doc:contributing", "kind": "document", "label": "Contribute a production-earned pattern", "match": { "type": "exact", "values": [ "contributing", "contributing.mdx", "Contribute a production-earned pattern", "Contribute a production-earned", "playbook Contribute a production-earned pattern" ] }, "answer": { "markdown": "## Contribute a production-earned pattern\n\nTurn a reproducible engineering lesson into a reviewable Playbook pattern, prompt, template, or gate.\n\nType: **Guide**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/contributing)\n[Read raw Markdown](https://playbook.agentskit.io/raw/contributing.mdx)", "citations": [ { "id": "doc:contributing", "title": "Contribute a production-earned pattern", "href": "https://playbook.agentskit.io/docs/contributing" } ] } }, { "id": "doc:discovery", "kind": "document", "label": "Local-first pattern discovery", "match": { "type": "exact", "values": [ "discovery", "discovery.mdx", "Local-first pattern discovery", "playbook Local-first pattern discovery" ] }, "answer": { "markdown": "## Local-first pattern discovery\n\nSee which Playbook questions answer instantly in the browser and when repository-specific synthesis uses the backend.\n\nType: **Guide**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/discovery)\n[Read raw Markdown](https://playbook.agentskit.io/raw/discovery.mdx)", "citations": [ { "id": "doc:discovery", "title": "Local-first pattern discovery", "href": "https://playbook.agentskit.io/docs/discovery" } ] } }, { "id": "doc:getting-started", "kind": "document", "label": "Getting started", "match": { "type": "exact", "values": [ "getting-started", "getting-started.mdx", "Getting started", "playbook Getting started" ] }, "answer": { "markdown": "## Getting started\n\nAdopt the playbook in your project in under an hour.\n\nType: **Guide**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/getting-started)\n[Read raw Markdown](https://playbook.agentskit.io/raw/getting-started.mdx)", "citations": [ { "id": "doc:getting-started", "title": "Getting started", "href": "https://playbook.agentskit.io/docs/getting-started" } ] } }, { "id": "doc:glossary", "kind": "document", "label": "Glossary", "match": { "type": "exact", "values": [ "glossary", "glossary.md", "playbook Glossary" ] }, "answer": { "markdown": "## Glossary\n\nShort definitions for the terms used across this playbook.\n\nType: **Reference**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/glossary)\n[Read raw Markdown](https://playbook.agentskit.io/raw/glossary.md)", "citations": [ { "id": "doc:glossary", "title": "Glossary", "href": "https://playbook.agentskit.io/docs/glossary" } ] } }, { "id": "doc:index", "kind": "document", "label": "Welcome", "match": { "type": "exact", "values": [ "index.mdx", "Welcome", "playbook Welcome" ] }, "answer": { "markdown": "## Welcome\n\nThe gold-standard playbook for shipping production software with AI coding agents.\n\nType: **Index**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs)\n[Read raw Markdown](https://playbook.agentskit.io/raw/index.mdx)", "citations": [ { "id": "doc:index", "title": "Welcome", "href": "https://playbook.agentskit.io/docs" } ] } }, { "id": "doc:matrix", "kind": "document", "label": "The matrix — pillars × phases", "match": { "type": "exact", "values": [ "matrix", "matrix.md", "The matrix — pillars × phases", "playbook The matrix — pillars × phases" ] }, "answer": { "markdown": "## The matrix — pillars × phases\n\nThis is the master content map. Each cell points to the practices that apply when pillar meets SDLC phase.\n\nType: **Reference**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/matrix)\n[Read raw Markdown](https://playbook.agentskit.io/raw/matrix.md)", "citations": [ { "id": "doc:matrix", "title": "The matrix — pillars × phases", "href": "https://playbook.agentskit.io/docs/matrix" } ] } }, { "id": "doc:onboard-your-agent", "kind": "document", "label": "Onboard Your Agent", "match": { "type": "exact", "values": [ "onboard-your-agent", "onboard-your-agent.md", "Onboard Your Agent", "playbook Onboard Your Agent" ] }, "answer": { "markdown": "## Onboard Your Agent\n\nOne paste that feeds any coding agent the whole playbook and has it audit your repo — Claude Code, Cursor, Windsurf, Codex, Copilot, and more.\n\nType: **Guide**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/onboard-your-agent)\n[Read raw Markdown](https://playbook.agentskit.io/raw/onboard-your-agent.md)", "citations": [ { "id": "doc:onboard-your-agent", "title": "Onboard Your Agent", "href": "https://playbook.agentskit.io/docs/onboard-your-agent" } ] } }, { "id": "doc:phases:01-discover", "kind": "document", "label": "Phase 01 — Discover", "match": { "type": "exact", "values": [ "phases/01-discover", "phases/01-discover/index.md", "01-discover", "Phase 01 — Discover", "playbook Phase 01 — Discover" ] }, "answer": { "markdown": "## Phase 01 — Discover\n\nDefine what you are building, who consumes it, and what success looks like — before agents touch the codebase.\n\nType: **SDLC Phase**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/phases/01-discover)\n[Read raw Markdown](https://playbook.agentskit.io/raw/phases/01-discover/index.md)", "citations": [ { "id": "doc:phases:01-discover", "title": "Phase 01 — Discover", "href": "https://playbook.agentskit.io/docs/phases/01-discover" } ] } }, { "id": "doc:phases:02-design", "kind": "document", "label": "Phase 02 — Design", "match": { "type": "exact", "values": [ "phases/02-design", "phases/02-design/index.md", "02-design", "Phase 02 — Design", "playbook Phase 02 — Design" ] }, "answer": { "markdown": "## Phase 02 — Design\n\nTurn the discover brief into ADRs, RFCs, and a contract package skeleton the build phase can compose against.\n\nType: **SDLC Phase**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/phases/02-design)\n[Read raw Markdown](https://playbook.agentskit.io/raw/phases/02-design/index.md)", "citations": [ { "id": "doc:phases:02-design", "title": "Phase 02 — Design", "href": "https://playbook.agentskit.io/docs/phases/02-design" } ] } }, { "id": "doc:phases:03-build", "kind": "document", "label": "Phase 03 — Build", "match": { "type": "exact", "values": [ "phases/03-build", "phases/03-build/index.md", "03-build", "Phase 03 — Build", "playbook Phase 03 — Build" ] }, "answer": { "markdown": "## Phase 03 — Build\n\nWhere most of the agent-augmented work happens. Discipline shifts from ''writing code'' to ''stating intent, then verifying output against it''.\n\nType: **SDLC Phase**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/phases/03-build)\n[Read raw Markdown](https://playbook.agentskit.io/raw/phases/03-build/index.md)", "citations": [ { "id": "doc:phases:03-build", "title": "Phase 03 — Build", "href": "https://playbook.agentskit.io/docs/phases/03-build" } ] } }, { "id": "doc:phases:04-test", "kind": "document", "label": "Phase 04 — Test", "match": { "type": "exact", "values": [ "phases/04-test", "phases/04-test/index.md", "04-test", "Phase 04 — Test", "playbook Phase 04 — Test" ] }, "answer": { "markdown": "## Phase 04 — Test\n\nHow ''tests pass'' stops being a feeling and starts being a contract.\n\nType: **SDLC Phase**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/phases/04-test)\n[Read raw Markdown](https://playbook.agentskit.io/raw/phases/04-test/index.md)", "citations": [ { "id": "doc:phases:04-test", "title": "Phase 04 — Test", "href": "https://playbook.agentskit.io/docs/phases/04-test" } ] } }, { "id": "doc:phases:05-ship", "kind": "document", "label": "Phase 05 — Ship", "match": { "type": "exact", "values": [ "phases/05-ship", "phases/05-ship/index.md", "05-ship", "Phase 05 — Ship", "playbook Phase 05 — Ship" ] }, "answer": { "markdown": "## Phase 05 — Ship\n\nHow to turn a green main into a release without surprising consumers.\n\nType: **SDLC Phase**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/phases/05-ship)\n[Read raw Markdown](https://playbook.agentskit.io/raw/phases/05-ship/index.md)", "citations": [ { "id": "doc:phases:05-ship", "title": "Phase 05 — Ship", "href": "https://playbook.agentskit.io/docs/phases/05-ship" } ] } }, { "id": "doc:phases:06-operate", "kind": "document", "label": "Phase 06 — Operate", "match": { "type": "exact", "values": [ "phases/06-operate", "phases/06-operate/index.md", "06-operate", "Phase 06 — Operate", "playbook Phase 06 — Operate" ] }, "answer": { "markdown": "## Phase 06 — Operate\n\nWhat ''running it'' looks like after agents have shipped the first release.\n\nType: **SDLC Phase**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/phases/06-operate)\n[Read raw Markdown](https://playbook.agentskit.io/raw/phases/06-operate/index.md)", "citations": [ { "id": "doc:phases:06-operate", "title": "Phase 06 — Operate", "href": "https://playbook.agentskit.io/docs/phases/06-operate" } ] } }, { "id": "doc:pillars:ai-collaboration:agent-compatibility-pattern", "kind": "document", "label": "Agent Compatibility Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/agent-compatibility-pattern", "pillars/ai-collaboration/agent-compatibility-pattern.md", "agent-compatibility-pattern", "Agent Compatibility Pattern", "Agent Compatibility", "playbook Agent Compatibility Pattern" ] }, "answer": { "markdown": "## Agent Compatibility Pattern\n\nOne playbook, every agent — how to map the bootstrap-doc convention onto Claude Code, Cursor, Windsurf, Copilot, Codex, and the rest.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/agent-compatibility-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/agent-compatibility-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:agent-compatibility-pattern", "title": "Agent Compatibility Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/agent-compatibility-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:bootstrap-doc-pattern", "kind": "document", "label": "Bootstrap Doc Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/bootstrap-doc-pattern", "pillars/ai-collaboration/bootstrap-doc-pattern.md", "bootstrap-doc-pattern", "Bootstrap Doc Pattern", "Bootstrap Doc", "playbook Bootstrap Doc Pattern" ] }, "answer": { "markdown": "## Bootstrap Doc Pattern\n\nThe file an agent reads first, every session. Two files together: one for non-negotiables, one for routing.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/bootstrap-doc-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/bootstrap-doc-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:bootstrap-doc-pattern", "title": "Bootstrap Doc Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/bootstrap-doc-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:concurrent-agent-pattern", "kind": "document", "label": "Concurrent Agent Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/concurrent-agent-pattern", "pillars/ai-collaboration/concurrent-agent-pattern.md", "concurrent-agent-pattern", "Concurrent Agent Pattern", "Concurrent Agent", "playbook Concurrent Agent Pattern" ] }, "answer": { "markdown": "## Concurrent Agent Pattern\n\nHow to survive — and benefit from — multiple agents working in the same repo at the same time.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/concurrent-agent-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/concurrent-agent-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:concurrent-agent-pattern", "title": "Concurrent Agent Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/concurrent-agent-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:context-management-pattern", "kind": "document", "label": "Context Management Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/context-management-pattern", "pillars/ai-collaboration/context-management-pattern.md", "context-management-pattern", "Context Management Pattern", "Context Management", "playbook Context Management Pattern" ] }, "answer": { "markdown": "## Context Management Pattern\n\nEngineer what goes into the context window — selection, ordering, compaction, retention — because the context is the program the model runs.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/context-management-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/context-management-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:context-management-pattern", "title": "Context Management Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/context-management-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:hallucination-reduction-pattern", "kind": "document", "label": "Hallucination Reduction Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/hallucination-reduction-pattern", "pillars/ai-collaboration/hallucination-reduction-pattern.md", "hallucination-reduction-pattern", "Hallucination Reduction Pattern", "Hallucination Reduction", "playbook Hallucination Reduction Pattern" ] }, "answer": { "markdown": "## Hallucination Reduction Pattern\n\nMake model output you can put your name on — grounding, constrained generation, verification, and abstention — so the system says \"I don''t know\" instead of confidently inventing.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/hallucination-reduction-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/hallucination-reduction-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:hallucination-reduction-pattern", "title": "Hallucination Reduction Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/hallucination-reduction-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:honest-confidence-pattern", "kind": "document", "label": "Honest Confidence Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/honest-confidence-pattern", "pillars/ai-collaboration/honest-confidence-pattern.md", "honest-confidence-pattern", "Honest Confidence Pattern", "Honest Confidence", "playbook Honest Confidence Pattern" ] }, "answer": { "markdown": "## Honest Confidence Pattern\n\nHow to report done-ness so a human can trust it — separating what was automatically verified from what was merely claimed.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/honest-confidence-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/honest-confidence-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:honest-confidence-pattern", "title": "Honest Confidence Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/honest-confidence-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:human-in-the-loop-pattern", "kind": "document", "label": "Human-in-the-Loop Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/human-in-the-loop-pattern", "pillars/ai-collaboration/human-in-the-loop-pattern.md", "human-in-the-loop-pattern", "Human-in-the-Loop Pattern", "Human-in-the-Loop", "playbook Human-in-the-Loop Pattern" ] }, "answer": { "markdown": "## Human-in-the-Loop Pattern\n\nDesign where humans review, approve, correct, and take over from agents — so autonomy scales with confidence and every correction becomes training signal.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/human-in-the-loop-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/human-in-the-loop-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:human-in-the-loop-pattern", "title": "Human-in-the-Loop Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/human-in-the-loop-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration", "kind": "document", "label": "Pillar — AI Collaboration", "match": { "type": "exact", "values": [ "pillars/ai-collaboration", "pillars/ai-collaboration/index.md", "ai-collaboration", "Pillar — AI Collaboration", "playbook Pillar — AI Collaboration" ] }, "answer": { "markdown": "## Pillar — AI Collaboration\n\nHow to make an agent productive in your repo on day one and durably good across sessions.\n\nType: **Pillar**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/index.md)", "citations": [ { "id": "doc:pillars:ai-collaboration", "title": "Pillar — AI Collaboration", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration" } ] } }, { "id": "doc:pillars:ai-collaboration:memory-pattern", "kind": "document", "label": "Memory Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/memory-pattern", "pillars/ai-collaboration/memory-pattern.md", "memory-pattern", "Memory Pattern", "Memory", "playbook Memory Pattern" ] }, "answer": { "markdown": "## Memory Pattern\n\nHow to make agents durably learn from prior sessions without polluting context with chat transcripts.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/memory-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/memory-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:memory-pattern", "title": "Memory Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/memory-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:open-knowledge-format-pattern", "kind": "document", "label": "Open Knowledge Format Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/open-knowledge-format-pattern", "pillars/ai-collaboration/open-knowledge-format-pattern.md", "open-knowledge-format-pattern", "Open Knowledge Format Pattern", "Open Knowledge Format", "playbook Open Knowledge Format Pattern" ] }, "answer": { "markdown": "## Open Knowledge Format Pattern\n\nRepresent agent-readable knowledge as a directory of markdown + YAML frontmatter — the OKF open standard, and how it formalizes patterns this playbook already uses.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/open-knowledge-format-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/open-knowledge-format-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:open-knowledge-format-pattern", "title": "Open Knowledge Format Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/open-knowledge-format-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:prompt-versioning-pattern", "kind": "document", "label": "Prompt Versioning Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/prompt-versioning-pattern", "pillars/ai-collaboration/prompt-versioning-pattern.md", "prompt-versioning-pattern", "Prompt Versioning Pattern", "Prompt Versioning", "playbook Prompt Versioning Pattern" ] }, "answer": { "markdown": "## Prompt Versioning Pattern\n\nTreat prompts as versioned, tested, experimentable production assets — not strings buried in code — so you can A/B them, measure impact, and roll back instantly.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/prompt-versioning-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/prompt-versioning-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:prompt-versioning-pattern", "title": "Prompt Versioning Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/prompt-versioning-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:self-describe-pattern", "kind": "document", "label": "Self-Describe Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/self-describe-pattern", "pillars/ai-collaboration/self-describe-pattern.md", "self-describe-pattern", "Self-Describe Pattern", "Self-Describe", "playbook Self-Describe Pattern" ] }, "answer": { "markdown": "## Self-Describe Pattern\n\nShip a machine-readable manifest of what your system can do, so external agents can discover and call it without reading your source.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/self-describe-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/self-describe-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:self-describe-pattern", "title": "Self-Describe Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/self-describe-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:slash-commands-pattern", "kind": "document", "label": "Slash Commands Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/slash-commands-pattern", "pillars/ai-collaboration/slash-commands-pattern.md", "slash-commands-pattern", "Slash Commands Pattern", "Slash Commands", "playbook Slash Commands Pattern" ] }, "answer": { "markdown": "## Slash Commands Pattern\n\nHow to turn repeated workflows into palette-invoked commands so they run identically every time.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/slash-commands-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/slash-commands-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:slash-commands-pattern", "title": "Slash Commands Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/slash-commands-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:sub-agent-pattern", "kind": "document", "label": "Sub-agent Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/sub-agent-pattern", "pillars/ai-collaboration/sub-agent-pattern.md", "sub-agent-pattern", "Sub-agent Pattern", "Sub-agent", "playbook Sub-agent Pattern" ] }, "answer": { "markdown": "## Sub-agent Pattern\n\nHow to delegate scoped tasks to specialist agents so the orchestrator stays focused.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/sub-agent-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/sub-agent-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:sub-agent-pattern", "title": "Sub-agent Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/sub-agent-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:tool-design-pattern", "kind": "document", "label": "Tool & Capability Design Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/tool-design-pattern", "pillars/ai-collaboration/tool-design-pattern.md", "tool-design-pattern", "Tool & Capability Design Pattern", "Tool & Capability Design", "playbook Tool & Capability Design Pattern" ] }, "answer": { "markdown": "## Tool & Capability Design Pattern\n\nDesign the abstraction layer between a model and your product — tools, file systems, artifacts, skills — so complex multi-step work feels natural to the model and stays reliable for users.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/tool-design-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/tool-design-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:tool-design-pattern", "title": "Tool & Capability Design Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/tool-design-pattern" } ] } }, { "id": "doc:pillars:ai-collaboration:universal", "kind": "document", "label": "AI Collaboration — Universal Principles", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/universal", "pillars/ai-collaboration/universal.md", "universal", "AI Collaboration — Universal Principles", "playbook AI Collaboration — Universal Principles" ] }, "answer": { "markdown": "## AI Collaboration — Universal Principles\n\nHow to get production-grade work out of an AI coding agent, durably, across sessions and across multiple agents working in parallel.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/universal)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/universal.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:universal", "title": "AI Collaboration — Universal Principles", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/universal" } ] } }, { "id": "doc:pillars:ai-collaboration:verify-first-pattern", "kind": "document", "label": "Verify-First Pattern", "match": { "type": "exact", "values": [ "pillars/ai-collaboration/verify-first-pattern", "pillars/ai-collaboration/verify-first-pattern.md", "verify-first-pattern", "Verify-First Pattern", "Verify-First", "playbook Verify-First Pattern" ] }, "answer": { "markdown": "## Verify-First Pattern\n\nWhy an agent must trust live code over docs, plans, and its own memory — and how to verify before claiming or \"fixing\".\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ai-collaboration/verify-first-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ai-collaboration/verify-first-pattern.md)", "citations": [ { "id": "doc:pillars:ai-collaboration:verify-first-pattern", "title": "Verify-First Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ai-collaboration/verify-first-pattern" } ] } }, { "id": "doc:pillars:architecture:adr-pattern", "kind": "document", "label": "ADR Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/adr-pattern", "pillars/architecture/adr-pattern.md", "adr-pattern", "ADR Pattern", "ADR", "playbook ADR Pattern" ] }, "answer": { "markdown": "## ADR Pattern\n\nHow to record architecture decisions so future agents (and humans) can find them, trust them, and supersede them cleanly.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/adr-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/adr-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:adr-pattern", "title": "ADR Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/adr-pattern" } ] } }, { "id": "doc:pillars:architecture:anti-overengineering", "kind": "document", "label": "Anti-Overengineering", "match": { "type": "exact", "values": [ "pillars/architecture/anti-overengineering", "pillars/architecture/anti-overengineering.md", "anti-overengineering", "playbook Anti-Overengineering" ] }, "answer": { "markdown": "## Anti-Overengineering\n\nHow to keep agents (and engineers) from building three layers of abstraction for what would have been ten lines of code.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/anti-overengineering)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/anti-overengineering.md)", "citations": [ { "id": "doc:pillars:architecture:anti-overengineering", "title": "Anti-Overengineering", "href": "https://playbook.agentskit.io/docs/pillars/architecture/anti-overengineering" } ] } }, { "id": "doc:pillars:architecture:api-gateway-pattern", "kind": "document", "label": "API Gateway Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/api-gateway-pattern", "pillars/architecture/api-gateway-pattern.md", "api-gateway-pattern", "API Gateway Pattern", "API Gateway", "playbook API Gateway Pattern" ] }, "answer": { "markdown": "## API Gateway Pattern\n\nThe edge between clients and your services — what belongs there, what doesn''t, and how to keep it from becoming a monolith in disguise.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/api-gateway-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/api-gateway-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:api-gateway-pattern", "title": "API Gateway Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/api-gateway-pattern" } ] } }, { "id": "doc:pillars:architecture:api-versioning-pattern", "kind": "document", "label": "API Versioning + Deprecation Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/api-versioning-pattern", "pillars/architecture/api-versioning-pattern.md", "api-versioning-pattern", "API Versioning + Deprecation Pattern", "API Versioning + Deprecation", "playbook API Versioning + Deprecation Pattern" ] }, "answer": { "markdown": "## API Versioning + Deprecation Pattern\n\nHow to evolve public contracts without surprising consumers.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/api-versioning-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/api-versioning-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:api-versioning-pattern", "title": "API Versioning + Deprecation Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/api-versioning-pattern" } ] } }, { "id": "doc:pillars:architecture:caching-cdn-pattern", "kind": "document", "label": "Caching + CDN Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/caching-cdn-pattern", "pillars/architecture/caching-cdn-pattern.md", "caching-cdn-pattern", "Caching + CDN Pattern", "Caching + CDN", "playbook Caching + CDN Pattern" ] }, "answer": { "markdown": "## Caching + CDN Pattern\n\nHow to layer caches so the system is fast, cheap, and consistent — three properties at tension.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/caching-cdn-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/caching-cdn-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:caching-cdn-pattern", "title": "Caching + CDN Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/caching-cdn-pattern" } ] } }, { "id": "doc:pillars:architecture:contracts-zod-pattern", "kind": "document", "label": "Contracts — Zod Method Registry Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/contracts-zod-pattern", "pillars/architecture/contracts-zod-pattern.md", "contracts-zod-pattern", "Contracts — Zod Method Registry Pattern", "Contracts — Zod Method Registry", "playbook Contracts — Zod Method Registry Pattern" ] }, "answer": { "markdown": "## Contracts — Zod Method Registry Pattern\n\nTS-concrete recipe for a typed JSON-RPC / HTTP / IPC boundary. Scales to several hundred methods across dozens of namespaces in a real production codebase.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/contracts-zod-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/contracts-zod-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:contracts-zod-pattern", "title": "Contracts — Zod Method Registry Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/contracts-zod-pattern" } ] } }, { "id": "doc:pillars:architecture:distributed-data-pattern", "kind": "document", "label": "Distributed Data Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/distributed-data-pattern", "pillars/architecture/distributed-data-pattern.md", "distributed-data-pattern", "Distributed Data Pattern", "Distributed Data", "playbook Distributed Data Pattern" ] }, "answer": { "markdown": "## Distributed Data Pattern\n\nHow to design data layout when one database stops being enough — read replicas, sharding, replication lag, CAP trade-offs, eventual consistency.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/distributed-data-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/distributed-data-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:distributed-data-pattern", "title": "Distributed Data Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/distributed-data-pattern" } ] } }, { "id": "doc:pillars:architecture:error-hierarchy", "kind": "document", "label": "Error Hierarchy", "match": { "type": "exact", "values": [ "pillars/architecture/error-hierarchy", "pillars/architecture/error-hierarchy.md", "error-hierarchy", "Error Hierarchy", "playbook Error Hierarchy" ] }, "answer": { "markdown": "## Error Hierarchy\n\nHow to design an error model that survives multi-agent development and client-side pattern matching.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/error-hierarchy)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/error-hierarchy.md)", "citations": [ { "id": "doc:pillars:architecture:error-hierarchy", "title": "Error Hierarchy", "href": "https://playbook.agentskit.io/docs/pillars/architecture/error-hierarchy" } ] } }, { "id": "doc:pillars:architecture:event-streaming-pattern", "kind": "document", "label": "Event Streaming Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/event-streaming-pattern", "pillars/architecture/event-streaming-pattern.md", "event-streaming-pattern", "Event Streaming Pattern", "Event Streaming", "playbook Event Streaming Pattern" ] }, "answer": { "markdown": "## Event Streaming Pattern\n\nHow to design async, decoupled communication via queues, pub/sub, and event streams — without losing events, double-processing, or stalling consumers.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/event-streaming-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/event-streaming-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:event-streaming-pattern", "title": "Event Streaming Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/event-streaming-pattern" } ] } }, { "id": "doc:pillars:architecture:feature-flags-pattern", "kind": "document", "label": "Feature Flags Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/feature-flags-pattern", "pillars/architecture/feature-flags-pattern.md", "feature-flags-pattern", "Feature Flags Pattern", "Feature Flags", "playbook Feature Flags Pattern" ] }, "answer": { "markdown": "## Feature Flags Pattern\n\nHow to ship code separately from shipping behavior, without accumulating a flag graveyard.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/feature-flags-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/feature-flags-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:feature-flags-pattern", "title": "Feature Flags Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/feature-flags-pattern" } ] } }, { "id": "doc:pillars:architecture:file-size-budget", "kind": "document", "label": "File-size Budget", "match": { "type": "exact", "values": [ "pillars/architecture/file-size-budget", "pillars/architecture/file-size-budget.md", "file-size-budget", "File-size Budget", "playbook File-size Budget" ] }, "answer": { "markdown": "## File-size Budget\n\nHow to keep files reviewable when agents write most of the code.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/file-size-budget)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/file-size-budget.md)", "citations": [ { "id": "doc:pillars:architecture:file-size-budget", "title": "File-size Budget", "href": "https://playbook.agentskit.io/docs/pillars/architecture/file-size-budget" } ] } }, { "id": "doc:pillars:architecture:iac-pattern", "kind": "document", "label": "Infrastructure as Code (IaC) Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/iac-pattern", "pillars/architecture/iac-pattern.md", "iac-pattern", "Infrastructure as Code (IaC) Pattern", "Infrastructure as Code (IaC)", "playbook Infrastructure as Code (IaC) Pattern" ] }, "answer": { "markdown": "## Infrastructure as Code (IaC) Pattern\n\nHow to define + version + review + apply infrastructure as code, instead of clicking around cloud consoles.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/iac-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/iac-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:iac-pattern", "title": "Infrastructure as Code (IaC) Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/iac-pattern" } ] } }, { "id": "doc:pillars:architecture", "kind": "document", "label": "Pillar — Architecture", "match": { "type": "exact", "values": [ "pillars/architecture", "pillars/architecture/index.md", "architecture", "Pillar — Architecture", "playbook Pillar — Architecture" ] }, "answer": { "markdown": "## Pillar — Architecture\n\nHow to keep a codebase legible and modular under multi-agent development.\n\nType: **Pillar**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/index.md)", "citations": [ { "id": "doc:pillars:architecture", "title": "Pillar — Architecture", "href": "https://playbook.agentskit.io/docs/pillars/architecture" } ] } }, { "id": "doc:pillars:architecture:multi-region-pattern", "kind": "document", "label": "Multi-Region Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/multi-region-pattern", "pillars/architecture/multi-region-pattern.md", "multi-region-pattern", "Multi-Region Pattern", "Multi-Region", "playbook Multi-Region Pattern" ] }, "answer": { "markdown": "## Multi-Region Pattern\n\nHow to operate across geographic regions for latency, availability, and data sovereignty — without losing your mind.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/multi-region-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/multi-region-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:multi-region-pattern", "title": "Multi-Region Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/multi-region-pattern" } ] } }, { "id": "doc:pillars:architecture:offline-first-sync-pattern", "kind": "document", "label": "Offline-First + Sync Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/offline-first-sync-pattern", "pillars/architecture/offline-first-sync-pattern.md", "offline-first-sync-pattern", "Offline-First + Sync Pattern", "Offline-First + Sync", "playbook Offline-First + Sync Pattern" ] }, "answer": { "markdown": "## Offline-First + Sync Pattern\n\nHow to design apps that work without network connectivity and reconcile state when connectivity returns.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/offline-first-sync-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/offline-first-sync-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:offline-first-sync-pattern", "title": "Offline-First + Sync Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/offline-first-sync-pattern" } ] } }, { "id": "doc:pillars:architecture:platform-engineering-idp-pattern", "kind": "document", "label": "Platform Engineering + Internal Developer Platform Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/platform-engineering-idp-pattern", "pillars/architecture/platform-engineering-idp-pattern.md", "platform-engineering-idp-pattern", "Platform Engineering + Internal Developer Platform Pattern", "Platform Engineering + Internal Developer Platform", "playbook Platform Engineering + Internal Developer Platform Pattern" ] }, "answer": { "markdown": "## Platform Engineering + Internal Developer Platform Pattern\n\nHow to build the layer between cloud / infra and product engineers, so product teams ship fast without re-learning infra each time.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/platform-engineering-idp-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/platform-engineering-idp-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:platform-engineering-idp-pattern", "title": "Platform Engineering + Internal Developer Platform Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/platform-engineering-idp-pattern" } ] } }, { "id": "doc:pillars:architecture:rfc-pattern", "kind": "document", "label": "RFC Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/rfc-pattern", "pillars/architecture/rfc-pattern.md", "rfc-pattern", "RFC Pattern", "RFC", "playbook RFC Pattern" ] }, "answer": { "markdown": "## RFC Pattern\n\nWhen the decision is bigger than your team. Used for changes to public contracts, wire formats, plugin protocols, and any breaking change a consumer outside this repo would notice.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/rfc-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/rfc-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:rfc-pattern", "title": "RFC Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/rfc-pattern" } ] } }, { "id": "doc:pillars:architecture:service-mesh-pattern", "kind": "document", "label": "Service Mesh Pattern", "match": { "type": "exact", "values": [ "pillars/architecture/service-mesh-pattern", "pillars/architecture/service-mesh-pattern.md", "service-mesh-pattern", "Service Mesh Pattern", "Service Mesh", "playbook Service Mesh Pattern" ] }, "answer": { "markdown": "## Service Mesh Pattern\n\nHow to handle cross-service communication concerns (mTLS, retries, observability, routing) without coding them in every service.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/service-mesh-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/service-mesh-pattern.md)", "citations": [ { "id": "doc:pillars:architecture:service-mesh-pattern", "title": "Service Mesh Pattern", "href": "https://playbook.agentskit.io/docs/pillars/architecture/service-mesh-pattern" } ] } }, { "id": "doc:pillars:architecture:ts-concrete", "kind": "document", "label": "Architecture — TS / Node ≥22 / pnpm Monorepo (Concrete)", "match": { "type": "exact", "values": [ "pillars/architecture/ts-concrete", "pillars/architecture/ts-concrete.md", "ts-concrete", "Architecture — TS / Node ≥22 / pnpm Monorepo (Concrete)", "playbook Architecture — TS / Node ≥22 / pnpm Monorepo (Concrete)" ] }, "answer": { "markdown": "## Architecture — TS / Node ≥22 / pnpm Monorepo (Concrete)\n\nCopy-paste-ready recipes that implement [`universal.md`](/docs/pillars/architecture/universal) on a TypeScript stack. Calibrated on a real multi-package, multi-app monorepo built primarily by AI agents over ~1 year.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/ts-concrete)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/ts-concrete.md)", "citations": [ { "id": "doc:pillars:architecture:ts-concrete", "title": "Architecture — TS / Node ≥22 / pnpm Monorepo (Concrete)", "href": "https://playbook.agentskit.io/docs/pillars/architecture/ts-concrete" } ] } }, { "id": "doc:pillars:architecture:universal", "kind": "document", "label": "Architecture — Universal Principles", "match": { "type": "exact", "values": [ "pillars/architecture/universal", "pillars/architecture/universal.md", "universal", "Architecture — Universal Principles", "playbook Architecture — Universal Principles" ] }, "answer": { "markdown": "## Architecture — Universal Principles\n\nStack-agnostic. Applies to any language, any framework.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/architecture/universal)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/architecture/universal.md)", "citations": [ { "id": "doc:pillars:architecture:universal", "title": "Architecture — Universal Principles", "href": "https://playbook.agentskit.io/docs/pillars/architecture/universal" } ] } }, { "id": "doc:pillars:governance", "kind": "document", "label": "Pillar — Governance", "match": { "type": "exact", "values": [ "pillars/governance", "pillars/governance/index.md", "governance", "Pillar — Governance", "playbook Pillar — Governance" ] }, "answer": { "markdown": "## Pillar — Governance\n\nHow multiple agents (and humans) coordinate work in one repo without subtracting each other''s progress.\n\nType: **Pillar**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/governance)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/governance/index.md)", "citations": [ { "id": "doc:pillars:governance", "title": "Pillar — Governance", "href": "https://playbook.agentskit.io/docs/pillars/governance" } ] } }, { "id": "doc:pillars:governance:merge-rules-pattern", "kind": "document", "label": "Merge Rules Pattern", "match": { "type": "exact", "values": [ "pillars/governance/merge-rules-pattern", "pillars/governance/merge-rules-pattern.md", "merge-rules-pattern", "Merge Rules Pattern", "Merge Rules", "playbook Merge Rules Pattern" ] }, "answer": { "markdown": "## Merge Rules Pattern\n\nHow to resolve conflicts so the merge sums work instead of subtracting it.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/governance/merge-rules-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/governance/merge-rules-pattern.md)", "citations": [ { "id": "doc:pillars:governance:merge-rules-pattern", "title": "Merge Rules Pattern", "href": "https://playbook.agentskit.io/docs/pillars/governance/merge-rules-pattern" } ] } }, { "id": "doc:pillars:governance:phased-pr-pattern", "kind": "document", "label": "Phased PR Pattern", "match": { "type": "exact", "values": [ "pillars/governance/phased-pr-pattern", "pillars/governance/phased-pr-pattern.md", "phased-pr-pattern", "Phased PR Pattern", "Phased PR", "playbook Phased PR Pattern" ] }, "answer": { "markdown": "## Phased PR Pattern\n\nHow to ship initiatives too big for one PR without ending up with a long-lived branch hell.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/governance/phased-pr-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/governance/phased-pr-pattern.md)", "citations": [ { "id": "doc:pillars:governance:phased-pr-pattern", "title": "Phased PR Pattern", "href": "https://playbook.agentskit.io/docs/pillars/governance/phased-pr-pattern" } ] } }, { "id": "doc:pillars:governance:pr-intent-pattern", "kind": "document", "label": "PR Intent Pattern", "match": { "type": "exact", "values": [ "pillars/governance/pr-intent-pattern", "pillars/governance/pr-intent-pattern.md", "pr-intent-pattern", "PR Intent Pattern", "PR Intent", "playbook PR Intent Pattern" ] }, "answer": { "markdown": "## PR Intent Pattern\n\nThe manifest that makes a PR''s claims verifiable.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/governance/pr-intent-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/governance/pr-intent-pattern.md)", "citations": [ { "id": "doc:pillars:governance:pr-intent-pattern", "title": "PR Intent Pattern", "href": "https://playbook.agentskit.io/docs/pillars/governance/pr-intent-pattern" } ] } }, { "id": "doc:pillars:governance:tombstone-pattern", "kind": "document", "label": "Tombstone Pattern", "match": { "type": "exact", "values": [ "pillars/governance/tombstone-pattern", "pillars/governance/tombstone-pattern.md", "tombstone-pattern", "Tombstone Pattern", "Tombstone", "playbook Tombstone Pattern" ] }, "answer": { "markdown": "## Tombstone Pattern\n\nHow to retire a doc, plan, ADR, screen, or package without losing the trail.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/governance/tombstone-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/governance/tombstone-pattern.md)", "citations": [ { "id": "doc:pillars:governance:tombstone-pattern", "title": "Tombstone Pattern", "href": "https://playbook.agentskit.io/docs/pillars/governance/tombstone-pattern" } ] } }, { "id": "doc:pillars:governance:universal", "kind": "document", "label": "Governance — Universal Principles", "match": { "type": "exact", "values": [ "pillars/governance/universal", "pillars/governance/universal.md", "universal", "Governance — Universal Principles", "playbook Governance — Universal Principles" ] }, "answer": { "markdown": "## Governance — Universal Principles\n\nHow multiple contributors — agents and humans — coordinate so the whole sums.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/governance/universal)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/governance/universal.md)", "citations": [ { "id": "doc:pillars:governance:universal", "title": "Governance — Universal Principles", "href": "https://playbook.agentskit.io/docs/pillars/governance/universal" } ] } }, { "id": "doc:pillars:quality:adversarial-bug-hunt-pattern", "kind": "document", "label": "Adversarial Bug-Hunt Pattern", "match": { "type": "exact", "values": [ "pillars/quality/adversarial-bug-hunt-pattern", "pillars/quality/adversarial-bug-hunt-pattern.md", "adversarial-bug-hunt-pattern", "Adversarial Bug-Hunt Pattern", "Adversarial Bug-Hunt", "playbook Adversarial Bug-Hunt Pattern" ] }, "answer": { "markdown": "## Adversarial Bug-Hunt Pattern\n\nHow to find real logic bugs with a find → refute → reproduce loop, instead of trusting a single agent that says \"looks fine\".\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/adversarial-bug-hunt-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/adversarial-bug-hunt-pattern.md)", "citations": [ { "id": "doc:pillars:quality:adversarial-bug-hunt-pattern", "title": "Adversarial Bug-Hunt Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/adversarial-bug-hunt-pattern" } ] } }, { "id": "doc:pillars:quality:agent-eval-framework-pattern", "kind": "document", "label": "Agent Eval Framework Pattern", "match": { "type": "exact", "values": [ "pillars/quality/agent-eval-framework-pattern", "pillars/quality/agent-eval-framework-pattern.md", "agent-eval-framework-pattern", "Agent Eval Framework Pattern", "Agent Eval Framework", "playbook Agent Eval Framework Pattern" ] }, "answer": { "markdown": "## Agent Eval Framework Pattern\n\nHow to measure whether an AI agent is actually good — deterministic checks, LLM-as-judge, and production monitoring — so quality scales with the system instead of breaking as it grows.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/agent-eval-framework-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/agent-eval-framework-pattern.md)", "citations": [ { "id": "doc:pillars:quality:agent-eval-framework-pattern", "title": "Agent Eval Framework Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/agent-eval-framework-pattern" } ] } }, { "id": "doc:pillars:quality:alerting-runbooks-pattern", "kind": "document", "label": "Alerting + Runbooks Pattern", "match": { "type": "exact", "values": [ "pillars/quality/alerting-runbooks-pattern", "pillars/quality/alerting-runbooks-pattern.md", "alerting-runbooks-pattern", "Alerting + Runbooks Pattern", "Alerting + Runbooks", "playbook Alerting + Runbooks Pattern" ] }, "answer": { "markdown": "## Alerting + Runbooks Pattern\n\nHow to turn observability data into a healthy alerting setup — pages that matter, runbooks that work, alert hygiene that prevents pager fatigue.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/alerting-runbooks-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/alerting-runbooks-pattern.md)", "citations": [ { "id": "doc:pillars:quality:alerting-runbooks-pattern", "title": "Alerting + Runbooks Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/alerting-runbooks-pattern" } ] } }, { "id": "doc:pillars:quality:chaos-engineering-pattern", "kind": "document", "label": "Chaos Engineering Pattern", "match": { "type": "exact", "values": [ "pillars/quality/chaos-engineering-pattern", "pillars/quality/chaos-engineering-pattern.md", "chaos-engineering-pattern", "Chaos Engineering Pattern", "Chaos Engineering", "playbook Chaos Engineering Pattern" ] }, "answer": { "markdown": "## Chaos Engineering Pattern\n\nHow to find failure modes before customers do — deliberately, in a controlled way.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/chaos-engineering-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/chaos-engineering-pattern.md)", "citations": [ { "id": "doc:pillars:quality:chaos-engineering-pattern", "title": "Chaos Engineering Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/chaos-engineering-pattern" } ] } }, { "id": "doc:pillars:quality:ci-cd-pipeline-pattern", "kind": "document", "label": "CI/CD Pipeline Pattern", "match": { "type": "exact", "values": [ "pillars/quality/ci-cd-pipeline-pattern", "pillars/quality/ci-cd-pipeline-pattern.md", "ci-cd-pipeline-pattern", "CI/CD Pipeline Pattern", "CI/CD Pipeline", "playbook CI/CD Pipeline Pattern" ] }, "answer": { "markdown": "## CI/CD Pipeline Pattern\n\nHow to wire continuous integration + continuous delivery so the path from commit to production is short, verifiable, reversible, and boring.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/ci-cd-pipeline-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/ci-cd-pipeline-pattern.md)", "citations": [ { "id": "doc:pillars:quality:ci-cd-pipeline-pattern", "title": "CI/CD Pipeline Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/ci-cd-pipeline-pattern" } ] } }, { "id": "doc:pillars:quality:contract-testing-pattern", "kind": "document", "label": "Contract Testing Pattern", "match": { "type": "exact", "values": [ "pillars/quality/contract-testing-pattern", "pillars/quality/contract-testing-pattern.md", "contract-testing-pattern", "Contract Testing Pattern", "Contract Testing", "playbook Contract Testing Pattern" ] }, "answer": { "markdown": "## Contract Testing Pattern\n\nHow to verify that consumer + provider agree on a contract, without expensive end-to-end tests.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/contract-testing-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/contract-testing-pattern.md)", "citations": [ { "id": "doc:pillars:quality:contract-testing-pattern", "title": "Contract Testing Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/contract-testing-pattern" } ] } }, { "id": "doc:pillars:quality:cost-optimization-pattern", "kind": "document", "label": "Cost Optimization Pattern (FinOps)", "match": { "type": "exact", "values": [ "pillars/quality/cost-optimization-pattern", "pillars/quality/cost-optimization-pattern.md", "cost-optimization-pattern", "Cost Optimization Pattern (FinOps)", "playbook Cost Optimization Pattern (FinOps)" ] }, "answer": { "markdown": "## Cost Optimization Pattern (FinOps)\n\nHow to control cloud spend without micromanaging every commit.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/cost-optimization-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/cost-optimization-pattern.md)", "citations": [ { "id": "doc:pillars:quality:cost-optimization-pattern", "title": "Cost Optimization Pattern (FinOps)", "href": "https://playbook.agentskit.io/docs/pillars/quality/cost-optimization-pattern" } ] } }, { "id": "doc:pillars:quality:fail-loud-defaults-pattern", "kind": "document", "label": "Fail-Loud Defaults Pattern", "match": { "type": "exact", "values": [ "pillars/quality/fail-loud-defaults-pattern", "pillars/quality/fail-loud-defaults-pattern.md", "fail-loud-defaults-pattern", "Fail-Loud Defaults Pattern", "Fail-Loud Defaults", "playbook Fail-Loud Defaults Pattern" ] }, "answer": { "markdown": "## Fail-Loud Defaults Pattern\n\nWhy a silent no-op default plus a test harness that overrides it lets broken production wiring pass CI green.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/fail-loud-defaults-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/fail-loud-defaults-pattern.md)", "citations": [ { "id": "doc:pillars:quality:fail-loud-defaults-pattern", "title": "Fail-Loud Defaults Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/fail-loud-defaults-pattern" } ] } }, { "id": "doc:pillars:quality", "kind": "document", "label": "Pillar — Quality", "match": { "type": "exact", "values": [ "pillars/quality", "pillars/quality/index.md", "quality", "Pillar — Quality", "playbook Pillar — Quality" ] }, "answer": { "markdown": "## Pillar — Quality\n\nHow to know the code works without manually reviewing every agent-produced diff.\n\nType: **Pillar**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/index.md)", "citations": [ { "id": "doc:pillars:quality", "title": "Pillar — Quality", "href": "https://playbook.agentskit.io/docs/pillars/quality" } ] } }, { "id": "doc:pillars:quality:mutation-testing-pattern", "kind": "document", "label": "Mutation Testing Pattern", "match": { "type": "exact", "values": [ "pillars/quality/mutation-testing-pattern", "pillars/quality/mutation-testing-pattern.md", "mutation-testing-pattern", "Mutation Testing Pattern", "Mutation Testing", "playbook Mutation Testing Pattern" ] }, "answer": { "markdown": "## Mutation Testing Pattern\n\nHow to score whether your unit tests actually catch bugs, beyond what coverage tells you.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/mutation-testing-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/mutation-testing-pattern.md)", "citations": [ { "id": "doc:pillars:quality:mutation-testing-pattern", "title": "Mutation Testing Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/mutation-testing-pattern" } ] } }, { "id": "doc:pillars:quality:observability-pattern", "kind": "document", "label": "Observability Pattern", "match": { "type": "exact", "values": [ "pillars/quality/observability-pattern", "pillars/quality/observability-pattern.md", "observability-pattern", "Observability Pattern", "Observability", "playbook Observability Pattern" ] }, "answer": { "markdown": "## Observability Pattern\n\nHow to know what the system is doing in production, beyond ''tests passed''.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/observability-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/observability-pattern.md)", "citations": [ { "id": "doc:pillars:quality:observability-pattern", "title": "Observability Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/observability-pattern" } ] } }, { "id": "doc:pillars:quality:performance-budgets-pattern", "kind": "document", "label": "Performance Budgets Pattern", "match": { "type": "exact", "values": [ "pillars/quality/performance-budgets-pattern", "pillars/quality/performance-budgets-pattern.md", "performance-budgets-pattern", "Performance Budgets Pattern", "Performance Budgets", "playbook Performance Budgets Pattern" ] }, "answer": { "markdown": "## Performance Budgets Pattern\n\nHow to keep ''it''s fast enough'' from drifting into ''why is it slow?''\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/performance-budgets-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/performance-budgets-pattern.md)", "citations": [ { "id": "doc:pillars:quality:performance-budgets-pattern", "title": "Performance Budgets Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/performance-budgets-pattern" } ] } }, { "id": "doc:pillars:quality:pre-push-pattern", "kind": "document", "label": "Pre-push Pattern", "match": { "type": "exact", "values": [ "pillars/quality/pre-push-pattern", "pillars/quality/pre-push-pattern.md", "pre-push-pattern", "Pre-push Pattern", "Pre-push", "playbook Pre-push Pattern" ] }, "answer": { "markdown": "## Pre-push Pattern\n\nThe safety net between local changes and CI.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/pre-push-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/pre-push-pattern.md)", "citations": [ { "id": "doc:pillars:quality:pre-push-pattern", "title": "Pre-push Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/pre-push-pattern" } ] } }, { "id": "doc:pillars:quality:product-analytics-experimentation-pattern", "kind": "document", "label": "Product Analytics + Experimentation Pattern", "match": { "type": "exact", "values": [ "pillars/quality/product-analytics-experimentation-pattern", "pillars/quality/product-analytics-experimentation-pattern.md", "product-analytics-experimentation-pattern", "Product Analytics + Experimentation Pattern", "Product Analytics + Experimentation", "playbook Product Analytics + Experimentation Pattern" ] }, "answer": { "markdown": "## Product Analytics + Experimentation Pattern\n\nHow to measure what users do, run experiments cleanly, and let data drive product decisions — without inviting bias or noise.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/product-analytics-experimentation-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/product-analytics-experimentation-pattern.md)", "citations": [ { "id": "doc:pillars:quality:product-analytics-experimentation-pattern", "title": "Product Analytics + Experimentation Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/product-analytics-experimentation-pattern" } ] } }, { "id": "doc:pillars:quality:property-fuzz-testing-pattern", "kind": "document", "label": "Property-Based & Fuzz Testing Pattern", "match": { "type": "exact", "values": [ "pillars/quality/property-fuzz-testing-pattern", "pillars/quality/property-fuzz-testing-pattern.md", "property-fuzz-testing-pattern", "Property-Based & Fuzz Testing Pattern", "Property-Based & Fuzz Testing", "playbook Property-Based & Fuzz Testing Pattern" ] }, "answer": { "markdown": "## Property-Based & Fuzz Testing Pattern\n\nHow to test the laws your code must obey, instead of guessing individual inputs — and how this catches crypto and parser bugs example tests never will.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/property-fuzz-testing-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/property-fuzz-testing-pattern.md)", "citations": [ { "id": "doc:pillars:quality:property-fuzz-testing-pattern", "title": "Property-Based & Fuzz Testing Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/property-fuzz-testing-pattern" } ] } }, { "id": "doc:pillars:quality:quality-gates-pattern", "kind": "document", "label": "Quality Gates Pattern", "match": { "type": "exact", "values": [ "pillars/quality/quality-gates-pattern", "pillars/quality/quality-gates-pattern.md", "quality-gates-pattern", "Quality Gates Pattern", "Quality Gates", "playbook Quality Gates Pattern" ] }, "answer": { "markdown": "## Quality Gates Pattern\n\nHow to bundle structural rules into one fast command an agent runs before every push.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/quality-gates-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/quality-gates-pattern.md)", "citations": [ { "id": "doc:pillars:quality:quality-gates-pattern", "title": "Quality Gates Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/quality-gates-pattern" } ] } }, { "id": "doc:pillars:quality:sanity-pattern", "kind": "document", "label": "Sanity Pattern", "match": { "type": "exact", "values": [ "pillars/quality/sanity-pattern", "pillars/quality/sanity-pattern.md", "sanity-pattern", "Sanity Pattern", "Sanity", "playbook Sanity Pattern" ] }, "answer": { "markdown": "## Sanity Pattern\n\nThe cross-cutting audit that catches what individual gates miss.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/sanity-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/sanity-pattern.md)", "citations": [ { "id": "doc:pillars:quality:sanity-pattern", "title": "Sanity Pattern", "href": "https://playbook.agentskit.io/docs/pillars/quality/sanity-pattern" } ] } }, { "id": "doc:pillars:quality:test-pyramid", "kind": "document", "label": "Test Pyramid", "match": { "type": "exact", "values": [ "pillars/quality/test-pyramid", "pillars/quality/test-pyramid.md", "test-pyramid", "Test Pyramid", "playbook Test Pyramid" ] }, "answer": { "markdown": "## Test Pyramid\n\nHow to mix test types so the cheap ones catch most bugs and the expensive ones cover what only they can.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/test-pyramid)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/test-pyramid.md)", "citations": [ { "id": "doc:pillars:quality:test-pyramid", "title": "Test Pyramid", "href": "https://playbook.agentskit.io/docs/pillars/quality/test-pyramid" } ] } }, { "id": "doc:pillars:quality:universal", "kind": "document", "label": "Quality — Universal Principles", "match": { "type": "exact", "values": [ "pillars/quality/universal", "pillars/quality/universal.md", "universal", "Quality — Universal Principles", "playbook Quality — Universal Principles" ] }, "answer": { "markdown": "## Quality — Universal Principles\n\nHow to know agent-produced code works without manually reading every diff.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/quality/universal)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/quality/universal.md)", "citations": [ { "id": "doc:pillars:quality:universal", "title": "Quality — Universal Principles", "href": "https://playbook.agentskit.io/docs/pillars/quality/universal" } ] } }, { "id": "doc:pillars:security:ai-llm-safety-pattern", "kind": "document", "label": "AI / LLM Safety Pattern", "match": { "type": "exact", "values": [ "pillars/security/ai-llm-safety-pattern", "pillars/security/ai-llm-safety-pattern.md", "ai-llm-safety-pattern", "AI / LLM Safety Pattern", "AI / LLM Safety", "playbook AI / LLM Safety Pattern" ] }, "answer": { "markdown": "## AI / LLM Safety Pattern\n\nHow to ship LLM-powered features without prompt injection, jailbreaks, data leakage, hallucinated tools, or runaway costs.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/ai-llm-safety-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/ai-llm-safety-pattern.md)", "citations": [ { "id": "doc:pillars:security:ai-llm-safety-pattern", "title": "AI / LLM Safety Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/ai-llm-safety-pattern" } ] } }, { "id": "doc:pillars:security:audit-ledger-pattern", "kind": "document", "label": "Audit Ledger Pattern", "match": { "type": "exact", "values": [ "pillars/security/audit-ledger-pattern", "pillars/security/audit-ledger-pattern.md", "audit-ledger-pattern", "Audit Ledger Pattern", "Audit Ledger", "playbook Audit Ledger Pattern" ] }, "answer": { "markdown": "## Audit Ledger Pattern\n\nHow to prove who did what when, in a way that survives compromise.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/audit-ledger-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/audit-ledger-pattern.md)", "citations": [ { "id": "doc:pillars:security:audit-ledger-pattern", "title": "Audit Ledger Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/audit-ledger-pattern" } ] } }, { "id": "doc:pillars:security:compliance-framework-pattern", "kind": "document", "label": "Compliance Framework Pattern", "match": { "type": "exact", "values": [ "pillars/security/compliance-framework-pattern", "pillars/security/compliance-framework-pattern.md", "compliance-framework-pattern", "Compliance Framework Pattern", "Compliance Framework", "playbook Compliance Framework Pattern" ] }, "answer": { "markdown": "## Compliance Framework Pattern\n\nHow to map SOC 2 / ISO 27001 / GDPR / HIPAA controls onto your codebase + ops, so audits are evidence-driven, not theatre.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/compliance-framework-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/compliance-framework-pattern.md)", "citations": [ { "id": "doc:pillars:security:compliance-framework-pattern", "title": "Compliance Framework Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/compliance-framework-pattern" } ] } }, { "id": "doc:pillars:security:container-k8s-security-pattern", "kind": "document", "label": "Container + Kubernetes Security Pattern", "match": { "type": "exact", "values": [ "pillars/security/container-k8s-security-pattern", "pillars/security/container-k8s-security-pattern.md", "container-k8s-security-pattern", "Container + Kubernetes Security Pattern", "Container + Kubernetes Security", "playbook Container + Kubernetes Security Pattern" ] }, "answer": { "markdown": "## Container + Kubernetes Security Pattern\n\nHow to ship containers + run them on Kubernetes without making the runtime an attack surface.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/container-k8s-security-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/container-k8s-security-pattern.md)", "citations": [ { "id": "doc:pillars:security:container-k8s-security-pattern", "title": "Container + Kubernetes Security Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/container-k8s-security-pattern" } ] } }, { "id": "doc:pillars:security:data-classification-pattern", "kind": "document", "label": "Data Classification Pattern", "match": { "type": "exact", "values": [ "pillars/security/data-classification-pattern", "pillars/security/data-classification-pattern.md", "data-classification-pattern", "Data Classification Pattern", "Data Classification", "playbook Data Classification Pattern" ] }, "answer": { "markdown": "## Data Classification Pattern\n\nHow to label every field by sensitivity, then make the labels drive redaction, retention, residency, and access.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/data-classification-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/data-classification-pattern.md)", "citations": [ { "id": "doc:pillars:security:data-classification-pattern", "title": "Data Classification Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/data-classification-pattern" } ] } }, { "id": "doc:pillars:security:dependency-hygiene-pattern", "kind": "document", "label": "Dependency Hygiene Pattern", "match": { "type": "exact", "values": [ "pillars/security/dependency-hygiene-pattern", "pillars/security/dependency-hygiene-pattern.md", "dependency-hygiene-pattern", "Dependency Hygiene Pattern", "Dependency Hygiene", "playbook Dependency Hygiene Pattern" ] }, "answer": { "markdown": "## Dependency Hygiene Pattern\n\nHow to keep your dependency tree healthy across thousands of transitive packages without it becoming a full-time job.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/dependency-hygiene-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/dependency-hygiene-pattern.md)", "citations": [ { "id": "doc:pillars:security:dependency-hygiene-pattern", "title": "Dependency Hygiene Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/dependency-hygiene-pattern" } ] } }, { "id": "doc:pillars:security:egress-firewall-pattern", "kind": "document", "label": "Egress Firewall Pattern", "match": { "type": "exact", "values": [ "pillars/security/egress-firewall-pattern", "pillars/security/egress-firewall-pattern.md", "egress-firewall-pattern", "Egress Firewall Pattern", "Egress Firewall", "playbook Egress Firewall Pattern" ] }, "answer": { "markdown": "## Egress Firewall Pattern\n\nDefault-deny outbound network access, configurable per workspace, evaluable at every call site.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/egress-firewall-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/egress-firewall-pattern.md)", "citations": [ { "id": "doc:pillars:security:egress-firewall-pattern", "title": "Egress Firewall Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/egress-firewall-pattern" } ] } }, { "id": "doc:pillars:security:governance-posture-pattern", "kind": "document", "label": "Governance Posture Pattern", "match": { "type": "exact", "values": [ "pillars/security/governance-posture-pattern", "pillars/security/governance-posture-pattern.md", "governance-posture-pattern", "Governance Posture Pattern", "Governance Posture", "playbook Governance Posture Pattern" ] }, "answer": { "markdown": "## Governance Posture Pattern\n\nExpose the system''s live security and governance posture as a read-only, machine-readable signal — so agents, dashboards, and auditors can see what is enforced without admin rights.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/governance-posture-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/governance-posture-pattern.md)", "citations": [ { "id": "doc:pillars:security:governance-posture-pattern", "title": "Governance Posture Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/governance-posture-pattern" } ] } }, { "id": "doc:pillars:security", "kind": "document", "label": "Pillar — Security", "match": { "type": "exact", "values": [ "pillars/security", "pillars/security/index.md", "security", "Pillar — Security", "playbook Pillar — Security" ] }, "answer": { "markdown": "## Pillar — Security\n\nHow to build security in from day one when the people writing the code are agents, not a hardened security team.\n\nType: **Pillar**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/index.md)", "citations": [ { "id": "doc:pillars:security", "title": "Pillar — Security", "href": "https://playbook.agentskit.io/docs/pillars/security" } ] } }, { "id": "doc:pillars:security:multi-tenant-isolation-pattern", "kind": "document", "label": "Multi-Tenant Isolation Pattern", "match": { "type": "exact", "values": [ "pillars/security/multi-tenant-isolation-pattern", "pillars/security/multi-tenant-isolation-pattern.md", "multi-tenant-isolation-pattern", "Multi-Tenant Isolation Pattern", "Multi-Tenant Isolation", "playbook Multi-Tenant Isolation Pattern" ] }, "answer": { "markdown": "## Multi-Tenant Isolation Pattern\n\nHow to host many customers in one system without one customer leaking, blocking, or paying for another.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/multi-tenant-isolation-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/multi-tenant-isolation-pattern.md)", "citations": [ { "id": "doc:pillars:security:multi-tenant-isolation-pattern", "title": "Multi-Tenant Isolation Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/multi-tenant-isolation-pattern" } ] } }, { "id": "doc:pillars:security:on-call-rotation-pattern", "kind": "document", "label": "On-Call Rotation Pattern", "match": { "type": "exact", "values": [ "pillars/security/on-call-rotation-pattern", "pillars/security/on-call-rotation-pattern.md", "on-call-rotation-pattern", "On-Call Rotation Pattern", "On-Call Rotation", "playbook On-Call Rotation Pattern" ] }, "answer": { "markdown": "## On-Call Rotation Pattern\n\nHow to keep a system reliable 24/7 without burning out the team that maintains it.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/on-call-rotation-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/on-call-rotation-pattern.md)", "citations": [ { "id": "doc:pillars:security:on-call-rotation-pattern", "title": "On-Call Rotation Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/on-call-rotation-pattern" } ] } }, { "id": "doc:pillars:security:rate-limiting-ddos-pattern", "kind": "document", "label": "Rate Limiting + DDoS Protection Pattern", "match": { "type": "exact", "values": [ "pillars/security/rate-limiting-ddos-pattern", "pillars/security/rate-limiting-ddos-pattern.md", "rate-limiting-ddos-pattern", "Rate Limiting + DDoS Protection Pattern", "Rate Limiting + DDoS Protection", "playbook Rate Limiting + DDoS Protection Pattern" ] }, "answer": { "markdown": "## Rate Limiting + DDoS Protection Pattern\n\nHow to absorb traffic spikes — both benign (popular feature) and malicious (DDoS / abuse) — without breaking for legitimate users.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/rate-limiting-ddos-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/rate-limiting-ddos-pattern.md)", "citations": [ { "id": "doc:pillars:security:rate-limiting-ddos-pattern", "title": "Rate Limiting + DDoS Protection Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/rate-limiting-ddos-pattern" } ] } }, { "id": "doc:pillars:security:rbac-pattern", "kind": "document", "label": "RBAC Pattern", "match": { "type": "exact", "values": [ "pillars/security/rbac-pattern", "pillars/security/rbac-pattern.md", "rbac-pattern", "RBAC Pattern", "RBAC", "playbook RBAC Pattern" ] }, "answer": { "markdown": "## RBAC Pattern\n\nHow to model ''who can do what'' so the checks survive multi-agent edits.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/rbac-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/rbac-pattern.md)", "citations": [ { "id": "doc:pillars:security:rbac-pattern", "title": "RBAC Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/rbac-pattern" } ] } }, { "id": "doc:pillars:security:secrets-leak-postmortem-playbook", "kind": "document", "label": "Secrets-Leak Post-Mortem Playbook", "match": { "type": "exact", "values": [ "pillars/security/secrets-leak-postmortem-playbook", "pillars/security/secrets-leak-postmortem-playbook.md", "secrets-leak-postmortem-playbook", "Secrets-Leak Post-Mortem Playbook", "playbook Secrets-Leak Post-Mortem Playbook" ] }, "answer": { "markdown": "## Secrets-Leak Post-Mortem Playbook\n\nWhen a secret leaks — git history, log, screenshot, public artefact — what to do, in what order, within what timeline.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/secrets-leak-postmortem-playbook)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/secrets-leak-postmortem-playbook.md)", "citations": [ { "id": "doc:pillars:security:secrets-leak-postmortem-playbook", "title": "Secrets-Leak Post-Mortem Playbook", "href": "https://playbook.agentskit.io/docs/pillars/security/secrets-leak-postmortem-playbook" } ] } }, { "id": "doc:pillars:security:secrets-mgmt-deep-pattern", "kind": "document", "label": "Secrets Management Deep Pattern", "match": { "type": "exact", "values": [ "pillars/security/secrets-mgmt-deep-pattern", "pillars/security/secrets-mgmt-deep-pattern.md", "secrets-mgmt-deep-pattern", "Secrets Management Deep Pattern", "Secrets Management Deep", "playbook Secrets Management Deep Pattern" ] }, "answer": { "markdown": "## Secrets Management Deep Pattern\n\nBeyond `vault-pattern.md` — operational specifics: dynamic secrets, short-lived credentials, secret-zero, secret-less architectures, OIDC federation.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/secrets-mgmt-deep-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/secrets-mgmt-deep-pattern.md)", "citations": [ { "id": "doc:pillars:security:secrets-mgmt-deep-pattern", "title": "Secrets Management Deep Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/secrets-mgmt-deep-pattern" } ] } }, { "id": "doc:pillars:security:session-mgmt-pattern", "kind": "document", "label": "Session Management Pattern", "match": { "type": "exact", "values": [ "pillars/security/session-mgmt-pattern", "pillars/security/session-mgmt-pattern.md", "session-mgmt-pattern", "Session Management Pattern", "Session Management", "playbook Session Management Pattern" ] }, "answer": { "markdown": "## Session Management Pattern\n\nHow to model + protect user sessions — login state, refresh, revocation, idle expiry, device binding.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/session-mgmt-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/session-mgmt-pattern.md)", "citations": [ { "id": "doc:pillars:security:session-mgmt-pattern", "title": "Session Management Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/session-mgmt-pattern" } ] } }, { "id": "doc:pillars:security:threat-model-template", "kind": "document", "label": "Threat Model Template", "match": { "type": "exact", "values": [ "pillars/security/threat-model-template", "pillars/security/threat-model-template.md", "threat-model-template", "Threat Model Template", "Threat Model", "playbook Threat Model Template" ] }, "answer": { "markdown": "## Threat Model Template\n\nSkeleton for the per-project threat model doc. Lives at `docs/security/threat-model.md`. Revisited every release.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/threat-model-template)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/threat-model-template.md)", "citations": [ { "id": "doc:pillars:security:threat-model-template", "title": "Threat Model Template", "href": "https://playbook.agentskit.io/docs/pillars/security/threat-model-template" } ] } }, { "id": "doc:pillars:security:universal", "kind": "document", "label": "Security — Universal Principles", "match": { "type": "exact", "values": [ "pillars/security/universal", "pillars/security/universal.md", "universal", "Security — Universal Principles", "playbook Security — Universal Principles" ] }, "answer": { "markdown": "## Security — Universal Principles\n\nHow to bake security into the codebase from PR #1, when agents (not a hardened security team) write most of it.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/universal)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/universal.md)", "citations": [ { "id": "doc:pillars:security:universal", "title": "Security — Universal Principles", "href": "https://playbook.agentskit.io/docs/pillars/security/universal" } ] } }, { "id": "doc:pillars:security:vault-pattern", "kind": "document", "label": "Vault Pattern", "match": { "type": "exact", "values": [ "pillars/security/vault-pattern", "pillars/security/vault-pattern.md", "vault-pattern", "Vault Pattern", "Vault", "playbook Vault Pattern" ] }, "answer": { "markdown": "## Vault Pattern\n\nHow to store secrets so a leaked log line, a stolen disk, or a curious agent does not compromise the system.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/vault-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/vault-pattern.md)", "citations": [ { "id": "doc:pillars:security:vault-pattern", "title": "Vault Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/vault-pattern" } ] } }, { "id": "doc:pillars:security:vulnerability-mgmt-pattern", "kind": "document", "label": "Vulnerability Management Pattern", "match": { "type": "exact", "values": [ "pillars/security/vulnerability-mgmt-pattern", "pillars/security/vulnerability-mgmt-pattern.md", "vulnerability-mgmt-pattern", "Vulnerability Management Pattern", "Vulnerability Management", "playbook Vulnerability Management Pattern" ] }, "answer": { "markdown": "## Vulnerability Management Pattern\n\nHow to keep the system patched without bottlenecking on a person watching CVE feeds.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/security/vulnerability-mgmt-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/security/vulnerability-mgmt-pattern.md)", "citations": [ { "id": "doc:pillars:security:vulnerability-mgmt-pattern", "title": "Vulnerability Management Pattern", "href": "https://playbook.agentskit.io/docs/pillars/security/vulnerability-mgmt-pattern" } ] } }, { "id": "doc:pillars:ui-ux:a11y-checklist", "kind": "document", "label": "Accessibility Checklist", "match": { "type": "exact", "values": [ "pillars/ui-ux/a11y-checklist", "pillars/ui-ux/a11y-checklist.md", "a11y-checklist", "Accessibility Checklist", "playbook Accessibility Checklist" ] }, "answer": { "markdown": "## Accessibility Checklist\n\nWhat every shipped surface passes before merge, and how to prove it.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/a11y-checklist)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/a11y-checklist.md)", "citations": [ { "id": "doc:pillars:ui-ux:a11y-checklist", "title": "Accessibility Checklist", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/a11y-checklist" } ] } }, { "id": "doc:pillars:ui-ux:accessibility-deep-pattern", "kind": "document", "label": "Accessibility Deep Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/accessibility-deep-pattern", "pillars/ui-ux/accessibility-deep-pattern.md", "accessibility-deep-pattern", "Accessibility Deep Pattern", "Accessibility Deep", "playbook Accessibility Deep Pattern" ] }, "answer": { "markdown": "## Accessibility Deep Pattern\n\nBeyond the per-PR checklist — the substance of WCAG-AA conformance, the failure modes that matter, the testing discipline that catches what automation cannot.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/accessibility-deep-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/accessibility-deep-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:accessibility-deep-pattern", "title": "Accessibility Deep Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/accessibility-deep-pattern" } ] } }, { "id": "doc:pillars:ui-ux:design-system-governance-pattern", "kind": "document", "label": "Design System Governance Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/design-system-governance-pattern", "pillars/ui-ux/design-system-governance-pattern.md", "design-system-governance-pattern", "Design System Governance Pattern", "Design System Governance", "playbook Design System Governance Pattern" ] }, "answer": { "markdown": "## Design System Governance Pattern\n\nHow to keep a design system useful as it grows — without bloat, without dictatorial restrictions, without drift.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/design-system-governance-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/design-system-governance-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:design-system-governance-pattern", "title": "Design System Governance Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/design-system-governance-pattern" } ] } }, { "id": "doc:pillars:ui-ux:design-tokens-pattern", "kind": "document", "label": "Design Tokens Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/design-tokens-pattern", "pillars/ui-ux/design-tokens-pattern.md", "design-tokens-pattern", "Design Tokens Pattern", "Design Tokens", "playbook Design Tokens Pattern" ] }, "answer": { "markdown": "## Design Tokens Pattern\n\nHow to define visual values once and let them flow through every screen, theme, and brand.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/design-tokens-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/design-tokens-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:design-tokens-pattern", "title": "Design Tokens Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/design-tokens-pattern" } ] } }, { "id": "doc:pillars:ui-ux:empty-states-pattern", "kind": "document", "label": "Empty States Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/empty-states-pattern", "pillars/ui-ux/empty-states-pattern.md", "empty-states-pattern", "Empty States Pattern", "Empty States", "playbook Empty States Pattern" ] }, "answer": { "markdown": "## Empty States Pattern\n\nHow to turn empty surfaces from dead ends into next-step launchpads.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/empty-states-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/empty-states-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:empty-states-pattern", "title": "Empty States Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/empty-states-pattern" } ] } }, { "id": "doc:pillars:ui-ux:i18n-deep-pattern", "kind": "document", "label": "Internationalisation Deep Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/i18n-deep-pattern", "pillars/ui-ux/i18n-deep-pattern.md", "i18n-deep-pattern", "Internationalisation Deep Pattern", "Internationalisation Deep", "playbook Internationalisation Deep Pattern" ] }, "answer": { "markdown": "## Internationalisation Deep Pattern\n\nBeyond ''wrap every string in `t()`'' — the substance of locale-correct UI: plural rules, gender, ICU formatting, RTL, dates, numbers, currency, sorting, search.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/i18n-deep-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/i18n-deep-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:i18n-deep-pattern", "title": "Internationalisation Deep Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/i18n-deep-pattern" } ] } }, { "id": "doc:pillars:ui-ux", "kind": "document", "label": "Pillar — UI / UX", "match": { "type": "exact", "values": [ "pillars/ui-ux", "pillars/ui-ux/index.md", "ui-ux", "Pillar — UI / UX", "playbook Pillar — UI / UX" ] }, "answer": { "markdown": "## Pillar — UI / UX\n\nHow to keep a multi-screen product visually coherent, intl-ready, and accessible when agents are writing screens in parallel.\n\nType: **Pillar**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/index.md)", "citations": [ { "id": "doc:pillars:ui-ux", "title": "Pillar — UI / UX", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux" } ] } }, { "id": "doc:pillars:ui-ux:intl-pattern", "kind": "document", "label": "Intl Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/intl-pattern", "pillars/ui-ux/intl-pattern.md", "intl-pattern", "Intl Pattern", "Intl", "playbook Intl Pattern" ] }, "answer": { "markdown": "## Intl Pattern\n\nHow to never ship hardcoded user-visible strings, so the next locale is configuration, not a sweep.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/intl-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/intl-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:intl-pattern", "title": "Intl Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/intl-pattern" } ] } }, { "id": "doc:pillars:ui-ux:primitives-pattern", "kind": "document", "label": "Primitives Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/primitives-pattern", "pillars/ui-ux/primitives-pattern.md", "primitives-pattern", "Primitives Pattern", "Primitives", "playbook Primitives Pattern" ] }, "answer": { "markdown": "## Primitives Pattern\n\nHow to ship a one-package primitives catalog so every screen looks like the same product.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/primitives-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/primitives-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:primitives-pattern", "title": "Primitives Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/primitives-pattern" } ] } }, { "id": "doc:pillars:ui-ux:universal", "kind": "document", "label": "UI / UX — Universal Principles", "match": { "type": "exact", "values": [ "pillars/ui-ux/universal", "pillars/ui-ux/universal.md", "universal", "UI / UX — Universal Principles", "playbook UI / UX — Universal Principles" ] }, "answer": { "markdown": "## UI / UX — Universal Principles\n\nHow to keep a multi-screen product visually coherent, intl-ready, accessible, and honest when agents author screens in parallel.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/universal)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/universal.md)", "citations": [ { "id": "doc:pillars:ui-ux:universal", "title": "UI / UX — Universal Principles", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/universal" } ] } }, { "id": "doc:pillars:ui-ux:whitelabel-pattern", "kind": "document", "label": "Whitelabel Pattern", "match": { "type": "exact", "values": [ "pillars/ui-ux/whitelabel-pattern", "pillars/ui-ux/whitelabel-pattern.md", "whitelabel-pattern", "Whitelabel Pattern", "Whitelabel", "playbook Whitelabel Pattern" ] }, "answer": { "markdown": "## Whitelabel Pattern\n\nHow to make every product surface reskinnable per tenant — even if you do not sell whitelabel today.\n\nType: **Playbook Pattern**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/pillars/ui-ux/whitelabel-pattern)\n[Read raw Markdown](https://playbook.agentskit.io/raw/pillars/ui-ux/whitelabel-pattern.md)", "citations": [ { "id": "doc:pillars:ui-ux:whitelabel-pattern", "title": "Whitelabel Pattern", "href": "https://playbook.agentskit.io/docs/pillars/ui-ux/whitelabel-pattern" } ] } }, { "id": "doc:prompts", "kind": "document", "label": "Reusable prompts", "match": { "type": "exact", "values": [ "prompts", "prompts/index.md", "Reusable prompts", "playbook Reusable prompts" ] }, "answer": { "markdown": "## Reusable prompts\n\nSystem prompts, sub-agent recipes, and slash-command bodies that consistently produce gold-standard output.\n\nType: **Index**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/index.md)", "citations": [ { "id": "doc:prompts", "title": "Reusable prompts", "href": "https://playbook.agentskit.io/docs/prompts" } ] } }, { "id": "doc:prompts:slash-clear", "kind": "document", "label": "Slash Command — /clear", "match": { "type": "exact", "values": [ "prompts/slash-clear", "prompts/slash-clear.md", "slash-clear", "Slash Command — /clear", "playbook Slash Command — /clear" ] }, "answer": { "markdown": "## Slash Command — /clear\n\nReset session context cleanly without losing persistent memory.\n\nType: **Slash Command**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/slash-clear)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/slash-clear.md)", "citations": [ { "id": "doc:prompts:slash-clear", "title": "Slash Command — /clear", "href": "https://playbook.agentskit.io/docs/prompts/slash-clear" } ] } }, { "id": "doc:prompts:slash-goal", "kind": "document", "label": "Slash Command — /goal", "match": { "type": "exact", "values": [ "prompts/slash-goal", "prompts/slash-goal.md", "slash-goal", "Slash Command — /goal", "playbook Slash Command — /goal" ] }, "answer": { "markdown": "## Slash Command — /goal\n\nSet a session goal with an explicit exit condition. Stops only when condition holds.\n\nType: **Slash Command**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/slash-goal)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/slash-goal.md)", "citations": [ { "id": "doc:prompts:slash-goal", "title": "Slash Command — /goal", "href": "https://playbook.agentskit.io/docs/prompts/slash-goal" } ] } }, { "id": "doc:prompts:slash-loop", "kind": "document", "label": "Slash Command — /loop", "match": { "type": "exact", "values": [ "prompts/slash-loop", "prompts/slash-loop.md", "slash-loop", "Slash Command — /loop", "playbook Slash Command — /loop" ] }, "answer": { "markdown": "## Slash Command — /loop\n\nRun a task repeatedly. Either on a fixed interval or self-paced based on an exit condition.\n\nType: **Slash Command**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/slash-loop)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/slash-loop.md)", "citations": [ { "id": "doc:prompts:slash-loop", "title": "Slash Command — /loop", "href": "https://playbook.agentskit.io/docs/prompts/slash-loop" } ] } }, { "id": "doc:prompts:slash-review", "kind": "document", "label": "Slash Command — /review", "match": { "type": "exact", "values": [ "prompts/slash-review", "prompts/slash-review.md", "slash-review", "Slash Command — /review", "playbook Slash Command — /review" ] }, "answer": { "markdown": "## Slash Command — /review\n\nMulti-agent code review pass on a PR (or current branch).\n\nType: **Slash Command**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/slash-review)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/slash-review.md)", "citations": [ { "id": "doc:prompts:slash-review", "title": "Slash Command — /review", "href": "https://playbook.agentskit.io/docs/prompts/slash-review" } ] } }, { "id": "doc:prompts:slash-sanity", "kind": "document", "label": "Slash Command — /sanity", "match": { "type": "exact", "values": [ "prompts/slash-sanity", "prompts/slash-sanity.md", "slash-sanity", "Slash Command — /sanity", "playbook Slash Command — /sanity" ] }, "answer": { "markdown": "## Slash Command — /sanity\n\nRun the cross-cutting sanity audit, surface drift.\n\nType: **Slash Command**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/slash-sanity)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/slash-sanity.md)", "citations": [ { "id": "doc:prompts:slash-sanity", "title": "Slash Command — /sanity", "href": "https://playbook.agentskit.io/docs/prompts/slash-sanity" } ] } }, { "id": "doc:prompts:slash-ship", "kind": "document", "label": "Slash Command — /ship", "match": { "type": "exact", "values": [ "prompts/slash-ship", "prompts/slash-ship.md", "slash-ship", "Slash Command — /ship", "playbook Slash Command — /ship" ] }, "answer": { "markdown": "## Slash Command — /ship\n\nRun the release-gate checklist. Does not actually release — produces the readiness verdict.\n\nType: **Slash Command**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/slash-ship)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/slash-ship.md)", "citations": [ { "id": "doc:prompts:slash-ship", "title": "Slash Command — /ship", "href": "https://playbook.agentskit.io/docs/prompts/slash-ship" } ] } }, { "id": "doc:prompts:subagent-code-explorer", "kind": "document", "label": "Sub-agent Recipe — Code Explorer", "match": { "type": "exact", "values": [ "prompts/subagent-code-explorer", "prompts/subagent-code-explorer.md", "subagent-code-explorer", "Sub-agent Recipe — Code Explorer", "playbook Sub-agent Recipe — Code Explorer" ] }, "answer": { "markdown": "## Sub-agent Recipe — Code Explorer\n\nDeep-trace agent. Maps execution paths, dependencies, and abstraction layers across a feature so the orchestrator can reason about a change.\n\nType: **Sub-agent Recipe**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/subagent-code-explorer)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/subagent-code-explorer.md)", "citations": [ { "id": "doc:prompts:subagent-code-explorer", "title": "Sub-agent Recipe — Code Explorer", "href": "https://playbook.agentskit.io/docs/prompts/subagent-code-explorer" } ] } }, { "id": "doc:prompts:subagent-code-reviewer", "kind": "document", "label": "Sub-agent Recipe — Code Reviewer", "match": { "type": "exact", "values": [ "prompts/subagent-code-reviewer", "prompts/subagent-code-reviewer.md", "subagent-code-reviewer", "Sub-agent Recipe — Code Reviewer", "playbook Sub-agent Recipe — Code Reviewer" ] }, "answer": { "markdown": "## Sub-agent Recipe — Code Reviewer\n\nConfidence-filtered review pass on a diff. Returns issues; does not approve / merge.\n\nType: **Sub-agent Recipe**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/subagent-code-reviewer)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/subagent-code-reviewer.md)", "citations": [ { "id": "doc:prompts:subagent-code-reviewer", "title": "Sub-agent Recipe — Code Reviewer", "href": "https://playbook.agentskit.io/docs/prompts/subagent-code-reviewer" } ] } }, { "id": "doc:prompts:subagent-explore", "kind": "document", "label": "Sub-agent Recipe — Explore", "match": { "type": "exact", "values": [ "prompts/subagent-explore", "prompts/subagent-explore.md", "subagent-explore", "Sub-agent Recipe — Explore", "playbook Sub-agent Recipe — Explore" ] }, "answer": { "markdown": "## Sub-agent Recipe — Explore\n\nRead-only fan-out search agent. Orchestrator delegates ''find me X'' tasks here.\n\nType: **Sub-agent Recipe**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/subagent-explore)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/subagent-explore.md)", "citations": [ { "id": "doc:prompts:subagent-explore", "title": "Sub-agent Recipe — Explore", "href": "https://playbook.agentskit.io/docs/prompts/subagent-explore" } ] } }, { "id": "doc:prompts:subagent-plan", "kind": "document", "label": "Sub-agent Recipe — Plan", "match": { "type": "exact", "values": [ "prompts/subagent-plan", "prompts/subagent-plan.md", "subagent-plan", "Sub-agent Recipe — Plan", "playbook Sub-agent Recipe — Plan" ] }, "answer": { "markdown": "## Sub-agent Recipe — Plan\n\nDesigns a step-by-step implementation plan from a task description and codebase context. Does not implement.\n\nType: **Sub-agent Recipe**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/subagent-plan)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/subagent-plan.md)", "citations": [ { "id": "doc:prompts:subagent-plan", "title": "Sub-agent Recipe — Plan", "href": "https://playbook.agentskit.io/docs/prompts/subagent-plan" } ] } }, { "id": "doc:prompts:system-architect", "kind": "document", "label": "System Prompt — Architect", "match": { "type": "exact", "values": [ "prompts/system-architect", "prompts/system-architect.md", "system-architect", "System Prompt — Architect", "Architect", "playbook System Prompt — Architect" ] }, "answer": { "markdown": "## System Prompt — Architect\n\nInject as system prompt when the task is designing a new package boundary, new contract, new ADR, or evaluating a structural change.\n\nType: **System Prompt**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/system-architect)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/system-architect.md)", "citations": [ { "id": "doc:prompts:system-architect", "title": "System Prompt — Architect", "href": "https://playbook.agentskit.io/docs/prompts/system-architect" } ] } }, { "id": "doc:prompts:system-implementer", "kind": "document", "label": "System Prompt — Implementer", "match": { "type": "exact", "values": [ "prompts/system-implementer", "prompts/system-implementer.md", "system-implementer", "System Prompt — Implementer", "Implementer", "playbook System Prompt — Implementer" ] }, "answer": { "markdown": "## System Prompt — Implementer\n\nInject as system prompt when the task is building a sub-unit against a finalised plan.\n\nType: **System Prompt**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/system-implementer)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/system-implementer.md)", "citations": [ { "id": "doc:prompts:system-implementer", "title": "System Prompt — Implementer", "href": "https://playbook.agentskit.io/docs/prompts/system-implementer" } ] } }, { "id": "doc:prompts:system-reviewer", "kind": "document", "label": "System Prompt — Reviewer", "match": { "type": "exact", "values": [ "prompts/system-reviewer", "prompts/system-reviewer.md", "system-reviewer", "System Prompt — Reviewer", "Reviewer", "playbook System Prompt — Reviewer" ] }, "answer": { "markdown": "## System Prompt — Reviewer\n\nInject as system prompt for code review passes. Produces confidence-scored issue lists, not pile-on critique.\n\nType: **System Prompt**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/system-reviewer)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/system-reviewer.md)", "citations": [ { "id": "doc:prompts:system-reviewer", "title": "System Prompt — Reviewer", "href": "https://playbook.agentskit.io/docs/prompts/system-reviewer" } ] } }, { "id": "doc:prompts:system-security", "kind": "document", "label": "System Prompt — Security Reviewer", "match": { "type": "exact", "values": [ "prompts/system-security", "prompts/system-security.md", "system-security", "System Prompt — Security Reviewer", "Security Reviewer", "playbook System Prompt — Security Reviewer" ] }, "answer": { "markdown": "## System Prompt — Security Reviewer\n\nInject as system prompt for security-focused review passes. Narrower than the general reviewer; deeper on the threat model.\n\nType: **System Prompt**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/prompts/system-security)\n[Read raw Markdown](https://playbook.agentskit.io/raw/prompts/system-security.md)", "citations": [ { "id": "doc:prompts:system-security", "title": "System Prompt — Security Reviewer", "href": "https://playbook.agentskit.io/docs/prompts/system-security" } ] } }, { "id": "doc:scripts:check-adr.example.mjs", "kind": "command", "label": "check-adr.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-adr.example.mjs", "check-adr.example.mjs", "playbook check-adr.example.mjs", "run check-adr.example.mjs" ] }, "answer": { "markdown": "## check-adr.example.mjs\n\nAgents Playbook source: check-adr.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-adr.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-adr.example.mjs)", "citations": [ { "id": "doc:scripts:check-adr.example.mjs", "title": "check-adr.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-adr.example.mjs" } ] } }, { "id": "doc:scripts:check-completeness.example.mjs", "kind": "command", "label": "check-completeness.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-completeness.example.mjs", "check-completeness.example.mjs", "playbook check-completeness.example.mjs", "run check-completeness.example.mjs" ] }, "answer": { "markdown": "## check-completeness.example.mjs\n\nAgents Playbook source: check-completeness.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-completeness.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-completeness.example.mjs)", "citations": [ { "id": "doc:scripts:check-completeness.example.mjs", "title": "check-completeness.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-completeness.example.mjs" } ] } }, { "id": "doc:scripts:check-error-raw.example.mjs", "kind": "command", "label": "check-error-raw.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-error-raw.example.mjs", "check-error-raw.example.mjs", "playbook check-error-raw.example.mjs", "run check-error-raw.example.mjs" ] }, "answer": { "markdown": "## check-error-raw.example.mjs\n\nAgents Playbook source: check-error-raw.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-error-raw.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-error-raw.example.mjs)", "citations": [ { "id": "doc:scripts:check-error-raw.example.mjs", "title": "check-error-raw.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-error-raw.example.mjs" } ] } }, { "id": "doc:scripts:check-file-size.example.mjs", "kind": "command", "label": "check-file-size.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-file-size.example.mjs", "check-file-size.example.mjs", "playbook check-file-size.example.mjs", "run check-file-size.example.mjs" ] }, "answer": { "markdown": "## check-file-size.example.mjs\n\nAgents Playbook source: check-file-size.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-file-size.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-file-size.example.mjs)", "citations": [ { "id": "doc:scripts:check-file-size.example.mjs", "title": "check-file-size.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-file-size.example.mjs" } ] } }, { "id": "doc:scripts:check-intl.example.mjs", "kind": "command", "label": "check-intl.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-intl.example.mjs", "check-intl.example.mjs", "playbook check-intl.example.mjs", "run check-intl.example.mjs" ] }, "answer": { "markdown": "## check-intl.example.mjs\n\nAgents Playbook source: check-intl.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-intl.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-intl.example.mjs)", "citations": [ { "id": "doc:scripts:check-intl.example.mjs", "title": "check-intl.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-intl.example.mjs" } ] } }, { "id": "doc:scripts:check-named-exports.example.mjs", "kind": "command", "label": "check-named-exports.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-named-exports.example.mjs", "check-named-exports.example.mjs", "playbook check-named-exports.example.mjs", "run check-named-exports.example.mjs" ] }, "answer": { "markdown": "## check-named-exports.example.mjs\n\nAgents Playbook source: check-named-exports.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-named-exports.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-named-exports.example.mjs)", "citations": [ { "id": "doc:scripts:check-named-exports.example.mjs", "title": "check-named-exports.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-named-exports.example.mjs" } ] } }, { "id": "doc:scripts:check-native-html.example.mjs", "kind": "command", "label": "check-native-html.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-native-html.example.mjs", "check-native-html.example.mjs", "playbook check-native-html.example.mjs", "run check-native-html.example.mjs" ] }, "answer": { "markdown": "## check-native-html.example.mjs\n\nAgents Playbook source: check-native-html.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-native-html.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-native-html.example.mjs)", "citations": [ { "id": "doc:scripts:check-native-html.example.mjs", "title": "check-native-html.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-native-html.example.mjs" } ] } }, { "id": "doc:scripts:check-no-any.example.mjs", "kind": "command", "label": "check-no-any.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-no-any.example.mjs", "check-no-any.example.mjs", "playbook check-no-any.example.mjs", "run check-no-any.example.mjs" ] }, "answer": { "markdown": "## check-no-any.example.mjs\n\nAgents Playbook source: check-no-any.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-no-any.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-no-any.example.mjs)", "citations": [ { "id": "doc:scripts:check-no-any.example.mjs", "title": "check-no-any.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-no-any.example.mjs" } ] } }, { "id": "doc:scripts:check-pr-intent.example.mjs", "kind": "command", "label": "check-pr-intent.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-pr-intent.example.mjs", "check-pr-intent.example.mjs", "playbook check-pr-intent.example.mjs", "run check-pr-intent.example.mjs" ] }, "answer": { "markdown": "## check-pr-intent.example.mjs\n\nAgents Playbook source: check-pr-intent.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-pr-intent.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-pr-intent.example.mjs)", "citations": [ { "id": "doc:scripts:check-pr-intent.example.mjs", "title": "check-pr-intent.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-pr-intent.example.mjs" } ] } }, { "id": "doc:scripts:check-quality-gates.example.mjs", "kind": "command", "label": "check-quality-gates.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-quality-gates.example.mjs", "check-quality-gates.example.mjs", "playbook check-quality-gates.example.mjs", "run check-quality-gates.example.mjs" ] }, "answer": { "markdown": "## check-quality-gates.example.mjs\n\nAgents Playbook source: check-quality-gates.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-quality-gates.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-quality-gates.example.mjs)", "citations": [ { "id": "doc:scripts:check-quality-gates.example.mjs", "title": "check-quality-gates.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-quality-gates.example.mjs" } ] } }, { "id": "doc:scripts:check-rfc.example.mjs", "kind": "command", "label": "check-rfc.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-rfc.example.mjs", "check-rfc.example.mjs", "playbook check-rfc.example.mjs", "run check-rfc.example.mjs" ] }, "answer": { "markdown": "## check-rfc.example.mjs\n\nAgents Playbook source: check-rfc.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-rfc.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-rfc.example.mjs)", "citations": [ { "id": "doc:scripts:check-rfc.example.mjs", "title": "check-rfc.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-rfc.example.mjs" } ] } }, { "id": "doc:scripts:check-secrets.example.mjs", "kind": "command", "label": "check-secrets.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-secrets.example.mjs", "check-secrets.example.mjs", "playbook check-secrets.example.mjs", "run check-secrets.example.mjs" ] }, "answer": { "markdown": "## check-secrets.example.mjs\n\nAgents Playbook source: check-secrets.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-secrets.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-secrets.example.mjs)", "citations": [ { "id": "doc:scripts:check-secrets.example.mjs", "title": "check-secrets.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-secrets.example.mjs" } ] } }, { "id": "doc:scripts:check-tokens.example.mjs", "kind": "command", "label": "check-tokens.example.mjs", "match": { "type": "exact", "values": [ "scripts/check-tokens.example.mjs", "check-tokens.example.mjs", "playbook check-tokens.example.mjs", "run check-tokens.example.mjs" ] }, "answer": { "markdown": "## check-tokens.example.mjs\n\nAgents Playbook source: check-tokens.example.mjs.\n\nType: **Gate Script**\nRun after copying: `node scripts/check-tokens.example.mjs`\n\n[Open the canonical source](https://playbook.agentskit.io/raw/scripts/check-tokens.example.mjs)", "citations": [ { "id": "doc:scripts:check-tokens.example.mjs", "title": "check-tokens.example.mjs", "href": "https://playbook.agentskit.io/raw/scripts/check-tokens.example.mjs" } ] } }, { "id": "doc:scripts", "kind": "document", "label": "Reference gate scripts", "match": { "type": "exact", "values": [ "scripts", "scripts/index.md", "Reference gate scripts", "playbook Reference gate scripts" ] }, "answer": { "markdown": "## Reference gate scripts\n\nDrop-in reference implementations for the quality + structural gates the pillars rely on. Adapt to your stack; the contract each gate enforces is more important than the specific code.\n\nType: **Index**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/scripts)\n[Read raw Markdown](https://playbook.agentskit.io/raw/scripts/index.md)", "citations": [ { "id": "doc:scripts", "title": "Reference gate scripts", "href": "https://playbook.agentskit.io/docs/scripts" } ] } }, { "id": "doc:templates:ADR.template", "kind": "document", "label": "ADR Template", "match": { "type": "exact", "values": [ "templates/ADR.template", "templates/ADR.template.md", "ADR.template", "ADR Template", "ADR", "playbook ADR Template" ] }, "answer": { "markdown": "## ADR Template\n\nSkeleton for an Architecture Decision Record. Copy the block below into docs/adr/NNNN-.md and fill the bracketed parts.\n\nType: **Template**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/templates/ADR.template)\n[Read raw Markdown](https://playbook.agentskit.io/raw/templates/ADR.template.md)", "citations": [ { "id": "doc:templates:ADR.template", "title": "ADR Template", "href": "https://playbook.agentskit.io/docs/templates/ADR.template" } ] } }, { "id": "doc:templates:AGENTS.md.template", "kind": "document", "label": "AGENTS.md template", "match": { "type": "exact", "values": [ "templates/AGENTS.md.template", "templates/AGENTS.md.template.md", "AGENTS.md.template", "AGENTS.md template", "AGENTS.md", "playbook AGENTS.md template" ] }, "answer": { "markdown": "## AGENTS.md template\n\nDrop at repo root. The routing table that answers ''which package owns X?'' before an agent makes the wrong edit.\n\nType: **Template**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/templates/AGENTS.md.template)\n[Read raw Markdown](https://playbook.agentskit.io/raw/templates/AGENTS.md.template.md)", "citations": [ { "id": "doc:templates:AGENTS.md.template", "title": "AGENTS.md template", "href": "https://playbook.agentskit.io/docs/templates/AGENTS.md.template" } ] } }, { "id": "doc:templates:CLAUDE.md.template", "kind": "document", "label": "CLAUDE.md template", "match": { "type": "exact", "values": [ "templates/CLAUDE.md.template", "templates/CLAUDE.md.template.md", "CLAUDE.md.template", "CLAUDE.md template", "CLAUDE.md", "playbook CLAUDE.md template" ] }, "answer": { "markdown": "## CLAUDE.md template\n\nDrop this at the repo root as `CLAUDE.md` (or `AGENTS.md` for tool-neutral). Customise the marked sections. Keep it under 200 lines; agents read the whole thing every session.\n\nType: **Template**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/templates/CLAUDE.md.template)\n[Read raw Markdown](https://playbook.agentskit.io/raw/templates/CLAUDE.md.template.md)", "citations": [ { "id": "doc:templates:CLAUDE.md.template", "title": "CLAUDE.md template", "href": "https://playbook.agentskit.io/docs/templates/CLAUDE.md.template" } ] } }, { "id": "doc:templates:MEMORY.md.template", "kind": "document", "label": "MEMORY pattern", "match": { "type": "exact", "values": [ "templates/MEMORY.md.template", "templates/MEMORY.md.template.md", "MEMORY.md.template", "MEMORY pattern", "MEMORY", "playbook MEMORY pattern" ] }, "answer": { "markdown": "## MEMORY pattern\n\nPersistent agent memory survives between sessions. The pattern: one fact per file, plus an index file.\n\nType: **Template**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/templates/MEMORY.md.template)\n[Read raw Markdown](https://playbook.agentskit.io/raw/templates/MEMORY.md.template.md)", "citations": [ { "id": "doc:templates:MEMORY.md.template", "title": "MEMORY pattern", "href": "https://playbook.agentskit.io/docs/templates/MEMORY.md.template" } ] } }, { "id": "doc:templates:PR-intent.template", "kind": "document", "label": "PR Intent Manifest", "match": { "type": "exact", "values": [ "templates/PR-intent.template", "templates/PR-intent.template.md", "PR-intent.template", "PR Intent Manifest", "playbook PR Intent Manifest" ] }, "answer": { "markdown": "## PR Intent Manifest\n\nEmbed this block in every PR description. A gate parses it and verifies that the diff matches the claims.\n\nType: **Template**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/templates/PR-intent.template)\n[Read raw Markdown](https://playbook.agentskit.io/raw/templates/PR-intent.template.md)", "citations": [ { "id": "doc:templates:PR-intent.template", "title": "PR Intent Manifest", "href": "https://playbook.agentskit.io/docs/templates/PR-intent.template" } ] } }, { "id": "doc:templates:RFC.template", "kind": "document", "label": "RFC Template", "match": { "type": "exact", "values": [ "templates/RFC.template", "templates/RFC.template.md", "RFC.template", "RFC Template", "RFC", "playbook RFC Template" ] }, "answer": { "markdown": "## RFC Template\n\nSkeleton for a Request for Comments. Copy the block below into docs/rfc/NNNN-.md and fill the bracketed parts.\n\nType: **Template**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/templates/RFC.template)\n[Read raw Markdown](https://playbook.agentskit.io/raw/templates/RFC.template.md)", "citations": [ { "id": "doc:templates:RFC.template", "title": "RFC Template", "href": "https://playbook.agentskit.io/docs/templates/RFC.template" } ] } }, { "id": "doc:templates", "kind": "document", "label": "Templates", "match": { "type": "exact", "values": [ "templates", "templates/index.md", "playbook Templates" ] }, "answer": { "markdown": "## Templates\n\nCopy-paste skeletons for the documents the playbook relies on — bootstrap docs, decision records, and the PR-intent manifest.\n\nType: **Index**\n\n[Open the canonical guide](https://playbook.agentskit.io/docs/templates)\n[Read raw Markdown](https://playbook.agentskit.io/raw/templates/index.md)", "citations": [ { "id": "doc:templates", "title": "Templates", "href": "https://playbook.agentskit.io/docs/templates" } ] } }, { "id": "command:onboard", "kind": "command", "label": "Onboard a coding agent", "match": { "type": "exact", "values": [ "onboard my agent", "onboard a coding agent", "playbook onboarding", "adopt the playbook" ] }, "answer": { "markdown": "Start with the copy-ready onboarding prompt. It asks your coding agent to read the full bundle, audit the repository, rank gaps by risk, and wait for approval before changing code.", "citations": [ { "id": "command:onboard", "title": "Onboard your agent", "href": "https://playbook.agentskit.io/docs/onboard-your-agent" } ] } }, { "id": "command:bundle", "kind": "command", "label": "Fetch the Playbook bundle", "match": { "type": "exact", "values": [ "fetch playbook", "download playbook", "playbook bundle", "curl playbook" ] }, "answer": { "markdown": "Fetch the complete LLM-readable corpus with `curl https://playbook.agentskit.io/llms-full.txt` or download `playbook-bundle.zip` for local indexing.", "citations": [ { "id": "command:bundle", "title": "Playbook machine-readable bundle", "href": "https://playbook.agentskit.io/llms-full.txt" } ] } }, { "id": "nav:contribute", "kind": "contribution", "label": "Contribute a production-earned pattern", "match": { "type": "exact", "values": [ "contribute", "contribute a pattern", "playbook contribution", "add a playbook pattern" ] }, "answer": { "markdown": "Contributions are welcome when a pattern is backed by a reproducible production lesson. Follow the contribution guide, include the failure mode and enforcement evidence, then open a pull request.", "citations": [ { "id": "nav:contribute", "title": "Contribute to Agents Playbook", "href": "https://github.com/AgentsKit-io/agents-playbook/blob/main/CONTRIBUTING.md" } ] } }, { "id": "ecosystem:agentskit", "kind": "ecosystem", "label": "AgentsKit framework", "match": { "type": "exact", "values": [ "agentskit", "agentskit framework", "framework" ] }, "answer": { "markdown": "AgentsKit is the parent framework. Use it to build the agents and runtimes governed by Playbook patterns.", "citations": [ { "id": "ecosystem:agentskit", "title": "AgentsKit documentation", "href": "https://www.agentskit.io/docs" } ] } }, { "id": "ecosystem:registry", "kind": "ecosystem", "label": "AgentsKit Registry", "match": { "type": "exact", "values": [ "registry", "agentskit registry", "ready agents" ] }, "answer": { "markdown": "Use the Registry to install validated, readable agent source, then apply Playbook gates and review patterns as you adapt it.", "citations": [ { "id": "ecosystem:registry", "title": "AgentsKit Registry", "href": "https://registry.agentskit.io" } ] } }, { "id": "ecosystem:chat", "kind": "ecosystem", "label": "AgentsKit Chat", "match": { "type": "exact", "values": [ "agentskit chat", "agentschat", "chat framework" ] }, "answer": { "markdown": "AgentsKit Chat powers this local-first assistant and turns one behavior definition into native chat experiences across supported interfaces.", "citations": [ { "id": "ecosystem:chat", "title": "AgentsKit Chat", "href": "https://github.com/AgentsKit-io/agentskit-chat" } ] } }, { "id": "ecosystem:doc-bridge", "kind": "ecosystem", "label": "Doc Bridge", "match": { "type": "exact", "values": [ "doc bridge", "doc-bridge", "documentation bridge" ] }, "answer": { "markdown": "Doc Bridge validates the Playbook corpus, machine-readable index, ownership routes, and agent handoffs.", "citations": [ { "id": "ecosystem:doc-bridge", "title": "Doc Bridge", "href": "https://github.com/AgentsKit-io/doc-bridge" } ] } } ] }