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Observers see everything, change nothing.** Observers (per the Observer contract", "label": "**RT9. 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It is the durable artifact", "kind": "concept", "path": "docs/architecture/adrs/0005-skill-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**Scan**", "label": "**Scan**", "kind": "concept", "path": "apps/docs-next/content/docs/cookbook/ask-the-docs.mdx", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:**Scope:** package or area", "label": "**Scope:** package or area", "kind": "concept", "path": "apps/docs-next/content/docs/reference/contribute/commit-style.mdx", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:**Shared \"ecosystem bar\"**", "label": "**Shared \"ecosystem bar\"**", "kind": "concept", "path": "rfcs/0002-agent-registry-and-ecosystem-cohesion.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**Speculate:** `speculate`", "label": "**Speculate:** `speculate`", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/concepts/implementations.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**T11. Error as status, not exception.** A tool that fails during `execute` SHOULD report the failure by returning or yielding `{ error: string }` and letting the runtime set `status: 'error'`. Throwing is:862331d84ae833fd249e41cea8488c4b", "label": "**T11. Error as status, not exception.** A tool that fails during `execute` SHOULD report the failure by returning or yielding `{ error: string }` and letting the runtime set `status: 'error'`. Throwing is acceptable but reserved for unexpected bugs", "kind": "concept", "path": "docs/architecture/adrs/0002-tool-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**T3. Arguments are validated at the boundary.** The runtime MUST validate `args` against `schema` (when present) before calling `execute`. A validation failure produces a `ToolCall` with `status: 'error'`:a2b2291ca29b2e997af67e616e311263", "label": "**T3. Arguments are validated at the boundary.** The runtime MUST validate `args` against `schema` (when present) before calling `execute`. A validation failure produces a `ToolCall` with `status: 'error'` and an `error` explaining the mismatch", "kind": "concept", "path": "docs/architecture/adrs/0002-tool-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**T7. Idempotent init.** `init()`, when present, MUST be idempotent and safe to call concurrently. The runtime may call it once per process, once per tool instance, or once per registry", "label": "**T7. Idempotent init.** `init()`, when present, MUST be idempotent and safe to call concurrently. The runtime may call it once per process, once per tool instance, or once per registry", "kind": "concept", "path": "docs/architecture/adrs/0002-tool-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**T9. Confirmation gates execution.** When `requiresConfirmation` is `true`, the runtime MUST set `status: 'requires_confirmation'` and pause before calling `execute`. A human (or supervising agent) must explicitly approve", "label": "**T9. Confirmation gates execution.** When `requiresConfirmation` is `true`, the runtime MUST set `status: 'requires_confirmation'` and pause before calling `execute`. A human (or supervising agent) must explicitly approve", "kind": "concept", "path": "docs/architecture/adrs/0002-tool-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**The triangle**", "label": "**The triangle**", "kind": "concept", "path": "docs/DESIGN.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**Validate**", "label": "**Validate**", "kind": "concept", "path": "apps/docs-next/content/docs/cookbook/ask-the-docs.mdx", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:**beta**", "label": "**beta**", "kind": "concept", "path": "apps/docs-next/content/docs/for-agents/integrations.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**link-source only**", "label": "**link-source only**", "kind": "concept", "path": "docs/studies/ecosystem-cohesion-plan.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**one** LLM adapter (OpenRouter free pool + fallback), and the shared guards", "label": "**one** LLM adapter (OpenRouter free pool + fallback), and the shared guards", "kind": "concept", "path": "rfcs/0007-central-ask-backend.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:**svelte promoted to beta (2026-06-15):** full headless component parity", "label": "**svelte promoted to beta (2026-06-15):** full headless component parity", "kind": "concept", "path": ".agent-memory/project_v1-readiness.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:**v1 corpus = `docs` only**", "label": "**v1 corpus = `docs` only**", "kind": "concept", "path": "rfcs/0007-central-ask-backend.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:*This is a living document. Keep it honest", "label": "*This is a living document. Keep it honest", "kind": "concept", "path": "packages/cli/ARCHITECTURE.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:/ readability). `prReviewer` is the AgentsKit-flavored cousin", "label": "/ readability). `prReviewer` is the AgentsKit-flavored cousin", "kind": "concept", "path": "apps/docs-next/content/docs/agents/skills/pr-reviewer.mdx", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:A **Skill** is a packaged behavior", "label": "A **Skill** is a packaged behavior", "kind": "concept", "path": "docs/architecture/adrs/0005-skill-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A `VectorMemory` + `EmbedFn` pair is enough to build RAG. The RAG package (`@agentskit/rag`) composes them explicitly rather than hiding the coupling", "label": "A `VectorMemory` + `EmbedFn` pair is enough to build RAG. The RAG package (`@agentskit/rag`) composes them explicitly rather than hiding the coupling", "kind": "concept", "path": "docs/architecture/adrs/0003-memory-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A chat that picks up where you left off", "label": "A chat that picks up where you left off", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/persistent-memory.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A chat that tracks per-run token spend and aborts cleanly when the budget is exceeded. No special primitives", "label": "A chat that tracks per-run token spend and aborts cleanly when the budget is exceeded. No special primitives", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/cost-guarded-chat.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A destructive tool call, a risky email, a big refund", "label": "A destructive tool call, a risky email, a big refund", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/hitl-approvals.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A generic `get(key)`/`set(key,value)` store with TTL + max-key eviction, complementing the conversation `ChatMemory` model", "label": "A generic `get(key)`/`set(key,value)` store with TTL + max-key eviction, complementing the conversation `ChatMemory` model", "kind": "concept", "path": "apps/docs-next/content/docs/for-agents/memory.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A headless renderer (no Ink/React tree", "label": "A headless renderer (no Ink/React tree", "kind": "concept", "path": "rfcs/0005-agent-progress-events.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A long-running agent with tools can make dozens of LLM calls before you see the invoice. `costGuard` lets you set a ceiling and decide what happens when it's hit", "label": "A long-running agent with tools can make dozens of LLM calls before you see the invoice. `costGuard` lets you set a ceiling and decide what happens when it's hit", "kind": "concept", "path": "apps/docs-next/content/docs/production/observability/cost-guard.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A minimal terminal chat app showing streaming, tool calling, and persistent file memory. Runs with `tsx`", "label": "A minimal terminal chat app showing streaming, tool calling, and persistent file memory. Runs with `tsx`", "kind": "concept", "path": "apps/docs-next/content/docs/reference/examples/ink.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A predictable API that takes ten minutes to learn beats a clever one that takes ten hours. If a new contributor can't understand a module in one sitting, we refactor", "label": "A predictable API that takes ten minutes to learn beats a clever one that takes ten hours. If a new contributor can't understand a module in one sitting, we refactor", "kind": "concept", "path": "MANIFESTO.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:A secret rotation ends the old chain and starts a new one", "label": "A secret rotation ends the old chain and starts a new one", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/audit-log.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A single `postgres({ allowWrites: true })` tool gives the agent both capabilities through one surface. If the agent gets confused", "label": "A single `postgres({ allowWrites: true })` tool gives the agent both capabilities through one surface. If the agent gets confused", "kind": "concept", "path": "apps/docs-next/content/docs/agents/tools/integrations/postgres-roles.mdx", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:A tool that deletes files. The agent can call it. The runtime pauses for human approval before anything happens. No timeout-based auto-approval", "label": "A tool that deletes files. The agent can call it. The runtime pauses for human approval before anything happens. No timeout-based auto-approval", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/confirmation-gated-tool.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A tool without `execute` is a **declaration**", "label": "A tool without `execute` is a **declaration**", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/concepts/tool.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:A working chat UI grounded in your own content. The model answers using whatever docs you ingest", "label": "A working chat UI grounded in your own content. The model answers using whatever docs you ingest", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/rag-chat.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AI agents that generate live, interactive UI", "label": "AI agents that generate live, interactive UI", "kind": "concept", "path": "apps/docs-next/content/docs/reference/examples/agent-actions.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AI assistants that call functions", "label": "AI assistants that call functions", "kind": "concept", "path": "apps/docs-next/content/docs/reference/examples/tool-use.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Accepted", "label": "Accepted", "kind": "concept", "path": "docs/architecture/adrs/0022-public-package-consolidation.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Action required before closing Phase 1", "label": "Action required before closing Phase 1", "kind": "concept", "path": "docs/PHASE-1-REVIEW.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Adapters that fail (b)/(c)", "label": "Adapters that fail (b)/(c)", "kind": "concept", "path": "docs/architecture/adrs/0012-vendor-adapter-scope.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Additive: existing observers already switch on `event.type` and ignore unknown variants. The **runtime never emits this**", "label": "Additive: existing observers already switch on `event.type` and ignore unknown variants. The **runtime never emits this**", "kind": "concept", "path": "rfcs/0005-agent-progress-events.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Agent evaluation and benchmarking. Treats agents like production systems", "label": "Agent evaluation and benchmarking. Treats agents like production systems", "kind": "concept", "path": "packages/eval/CONVENTIONS.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Agent quality degrades silently", "label": "Agent quality degrades silently", "kind": "concept", "path": "apps/docs-next/content/docs/production/evals/index.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Agents are **curated, not gatekept by the framework's full gate suite**", "label": "Agents are **curated, not gatekept by the framework's full gate suite**", "kind": "concept", "path": "apps/registry/content/docs/contributing.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Agents that reach production face threats unit tests don't cover", "label": "Agents that reach production face threats unit tests don't cover", "kind": "concept", "path": "apps/docs-next/content/docs/production/security/index.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit is a **modular agent toolkit**, not a monolith. There is no \"AgentsKit app framework\"", "label": "AgentsKit is a **modular agent toolkit**, not a monolith. There is no \"AgentsKit app framework\"", "kind": "concept", "path": "ARCHITECTURE.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:AgentsKit is built in the open. Every package, every doc, every example", "label": "AgentsKit is built in the open. Every package, every doc, every example", "kind": "concept", "path": "apps/docs-next/content/docs/reference/contribute/index.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit is not a chat library that happens to support tools. It is an agent runtime that happens to render chat. Tools, skills, memory, and reasoning loops are primary citizens", "label": "AgentsKit is not a chat library that happens to support tools. It is an agent runtime that happens to render chat. Tools, skills, memory, and reasoning loops are primary citizens", "kind": "concept", "path": "MANIFESTO.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:AgentsKit is pre-1.0 at the project level while every package is tier-declared individually. That is intentional: the **substrate** (core + the six ADR contracts) has stable semantics today, and we want to:c9550891f31189825822771f2c1e07f5", "label": "AgentsKit is pre-1.0 at the project level while every package is tier-declared individually. That is intentional: the **substrate** (core + the six ADR contracts) has stable semantics today, and we want to mark the packages implementing them honestly", "kind": "concept", "path": "docs/STABILITY.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit is the most complete agent toolkit for the JavaScript ecosystem", "label": "AgentsKit is the most complete agent toolkit for the JavaScript ecosystem", "kind": "concept", "path": "AGENTS.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:AgentsKit isn't in conflict with the libraries you're already using", "label": "AgentsKit isn't in conflict with the libraries you're already using", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/migrating/index.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit ships a **didactic error system** inspired by the Rust compiler. Every error includes a `code`, a `hint` for the fix, and a `docsUrl`", "label": "AgentsKit ships a **didactic error system** inspired by the Rust compiler. Every error includes a `code`, a `hint` for the fix, and a `docsUrl`", "kind": "concept", "path": "packages/core/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit ships headless components", "label": "AgentsKit ships headless components", "kind": "concept", "path": "apps/docs-next/content/docs/ui/theming.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit uses a **didactic error system** inspired by the Rust compiler. Every error carries a machine-readable `code`, a human-readable `hint` explaining how to fix the problem, and a `docsUrl` pointing :bc1bbbae3415dd2518d5bffb75c26f11", "label": "AgentsKit uses a **didactic error system** inspired by the Rust compiler. Every error carries a machine-readable `code`, a human-readable `hint` explaining how to fix the problem, and a `docsUrl` pointing directly to the relevant documentation", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/concepts/errors.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit uses a **didactic error system** inspired by the Rust compiler. Every error carries a machine-readable `code`, a human-readable `hint`, and a direct link to the relevant docs", "label": "AgentsKit uses a **didactic error system** inspired by the Rust compiler. Every error carries a machine-readable `code`, a human-readable `hint`, and a direct link to the relevant docs", "kind": "concept", "path": "apps/docs-next/content/docs/reference/packages/core.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit will never become the thing I was frustrated with. It will stay small. It will stay composable. It will stay honest", "label": "AgentsKit will never become the thing I was frustrated with. It will stay small. It will stay composable. It will stay honest", "kind": "concept", "path": "ORIGIN.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:AgentsKit's `useChat` hook styled with Material UI components. This demo recreates the MUI look", "label": "AgentsKit's `useChat` hook styled with Material UI components. This demo recreates the MUI look", "kind": "concept", "path": "apps/docs-next/content/docs/reference/examples/mui-chat.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit's `useChat` hook styled with shadcn/ui patterns. This demo recreates the shadcn look", "label": "AgentsKit's `useChat` hook styled with shadcn/ui patterns. This demo recreates the shadcn look", "kind": "concept", "path": "apps/docs-next/content/docs/reference/examples/shadcn-chat.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:AgentsKit's headless surface (`@agentskit/runtime`) is process-agnostic. Anywhere you can run Node 20+, you can run an AgentsKit agent", "label": "AgentsKit's headless surface (`@agentskit/runtime`) is process-agnostic. Anywhere you can run Node 20+, you can run an AgentsKit agent", "kind": "concept", "path": "apps/docs-next/content/docs/production/embedded.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:All rerankers are drop-in `RerankFn` values", "label": "All rerankers are drop-in `RerankFn` values", "kind": "concept", "path": "apps/docs-next/content/docs/data/rag/rerank.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:All return `Adapter`", "label": "All return `Adapter`", "kind": "concept", "path": "apps/docs-next/content/docs/data/providers/hosted.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:All tools honor the `ToolDefinition` contract (ADR 0002)", "label": "All tools honor the `ToolDefinition` contract (ADR 0002)", "kind": "concept", "path": "packages/tools/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Almost always, if the built-in skills don't cover your domain. A skill is a system prompt plus a few fields", "label": "Almost always, if the built-in skills don't cover your domain. A skill is a system prompt plus a few fields", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/concepts/skill.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Always sandbox with `filesystem({ basePath })` and `shell({ allowed })`", "label": "Always sandbox with `filesystem({ basePath })` and `shell({ allowed })`", "kind": "concept", "path": "apps/docs-next/content/docs/agents/skills/coder.mdx", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:An **ADR** captures a single, significant decision", "label": "An **ADR** captures a single, significant decision", "kind": "concept", "path": "docs/architecture/adrs/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Any combination of AgentsKit packages must compose without glue code. React + Runtime + Memory + RAG + Observability should just work. The contract is the API", "label": "Any combination of AgentsKit packages must compose without glue code. React + Runtime + Memory + RAG + Observability should just work. The contract is the API", "kind": "concept", "path": "MANIFESTO.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:Ask a question that's in your indexed docs. Then ask one that isn't", "label": "Ask a question that's in your indexed docs. Then ask one that isn't", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/rag-chat.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Before any model call, a cheap **triage** runs", "label": "Before any model call, a cheap **triage** runs", "kind": "concept", "path": "apps/docs-next/content/docs/cookbook/ask-the-docs.mdx", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:Browser-only chat", "label": "Browser-only chat", "kind": "concept", "path": "apps/example-webllm/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Build a VS Code extension that opens a `WebviewPanel` and renders the standard React chat. Inside the webview, `@agentskit/react` works exactly like any browser", "label": "Build a VS Code extension that opens a `WebviewPanel` and renders the standard React chat. Inside the webview, `@agentskit/react` works exactly like any browser", "kind": "concept", "path": "apps/docs-next/content/docs/production/embedded.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Built into `@agentskit/core`", "label": "Built into `@agentskit/core`", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/token-budget.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Built into `@agentskit/runtime`", "label": "Built into `@agentskit/runtime`", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/speculative-execution.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Bun runs the Node hot path directly", "label": "Bun runs the Node hot path directly", "kind": "concept", "path": "apps/docs-next/content/docs/production/edge.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Bundle", "label": "Bundle", "kind": "concept", "path": "apps/docs-next/content/docs/production/edge.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:But a multi-stage agent's progress is **domain-level**", "label": "But a multi-stage agent's progress is **domain-level**", "kind": "concept", "path": "rfcs/0005-agent-progress-events.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Chat product hosts", "label": "Chat product hosts", "kind": "concept", "path": "apps/docs-next/content/docs/reference/examples/index.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Chat with any LLM, scaffold projects, and run agents", "label": "Chat with any LLM, scaffold projects, and run agents", "kind": "concept", "path": "packages/cli/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Classifier errors are swallowed", "label": "Classifier errors are swallowed", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/prompt-injection.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Commit the resulting `tests/visual.spec.ts-snapshots/*.png` files. Review every changed image before pushing", "label": "Commit the resulting `tests/visual.spec.ts-snapshots/*.png` files. Review every changed image before pushing", "kind": "concept", "path": "apps/visual-react/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Committed branch-protection rulesets for this repo. Source of truth", "label": "Committed branch-protection rulesets for this repo. Source of truth", "kind": "concept", "path": ".github/rulesets/README.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:Compare responses from different AI models side-by-side. Same input, different adapters", "label": "Compare responses from different AI models side-by-side. Same input, different adapters", "kind": "concept", "path": "apps/docs-next/content/docs/reference/examples/multi-model.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Compliance and incident response both depend on a log you can trust. `createSignedAuditLog` writes each event with a sequence number, timestamp, HMAC, and a hash of the previous record", "label": "Compliance and incident response both depend on a log you can trust. `createSignedAuditLog` writes each event with a sequence number, timestamp, HMAC, and a hash of the previous record", "kind": "concept", "path": "apps/docs-next/content/docs/production/observability/audit-log.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Configuration goes in at construction time", "label": "Configuration goes in at construction time", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/concepts/adapter.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Connect to any LLM provider", "label": "Connect to any LLM provider", "kind": "concept", "path": "packages/adapters/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Copies **and** runs the agent (its system prompt, as data", "label": "Copies **and** runs the agent (its system prompt, as data", "kind": "concept", "path": "apps/registry/content/docs/using.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Create, validate, and scaffold custom AgentsKit extensions", "label": "Create, validate, and scaffold custom AgentsKit extensions", "kind": "concept", "path": "packages/templates/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Curated, tractable issues. Each ships end-to-end in a few hours. Comment on the issue to claim it", "label": "Curated, tractable issues. Each ships end-to-end in a few hours. Comment on the issue to claim it", "kind": "concept", "path": "apps/docs-next/content/docs/reference/contribute/good-first-issues.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:DSPy is Python and needs a model. Running it on every PR would be slow, flaky, and expensive. Compiling offline and shipping the resulting prompt artifact is the same pattern AgentsKit uses for any other compiled asset", "label": "DSPy is Python and needs a model. Running it on every PR would be slow, flaky, and expensive. Compiling offline and shipping the resulting prompt artifact is the same pattern AgentsKit uses for any other compiled asset", "kind": "concept", "path": "apps/example-dspy/docs/dspy-loop.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Demotions are loud", "label": "Demotions are loud", "kind": "concept", "path": "apps/docs-next/content/docs/reference/stability.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Direction **1.4", "label": "Direction **1.4", "kind": "concept", "path": "apps/docs-next/public/brand/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Driver-light: consumes Bot Framework activity payloads at `/api/messages` and verifies the inbound JWT via an injected `verifyToken` callback. No `botbuilder` / `microsoft-graph-client` dependency in this template", "label": "Driver-light: consumes Bot Framework activity payloads at `/api/messages` and verifies the inbound JWT via an injected `verifyToken` callback. No `botbuilder` / `microsoft-graph-client` dependency in this template", "kind": "concept", "path": "apps/example-teams-bot/README.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Each candidate can carry a `gCO2PerKtok` (grams CO2eq per 1k tokens) signal", "label": "Each candidate can carry a `gCO2PerKtok` (grams CO2eq per 1k tokens) signal", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/adapter-router.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Each delegate is materialized as a tool the planner can call", "label": "Each delegate is materialized as a tool the planner can call", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/migrating/from-mastra.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Each layer depends only on the layers below. `app/` never imports `config/` directly", "label": "Each layer depends only on the layers below. `app/` never imports `config/` directly", "kind": "concept", "path": "packages/cli/ARCHITECTURE.md", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Each targets a different deployment story", "label": "Each targets a different deployment story", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/vector-adapters.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Earlier this year I was trying to build a simple thing: an AI chat interface with streaming, a couple of tools, and persistent memory. Not an agent that cures cancer", "label": "Earlier this year I was trying to build a simple thing: an AI chat interface with streaming, a couple of tools, and persistent memory. Not an agent that cures cancer", "kind": "concept", "path": "ORIGIN.md", "metrics": { "degree": 1 } }, { "id": "knowledge-concept:Errors are typed (`SandboxError` / `ConfigError`)", "label": "Errors are typed (`SandboxError` / `ConfigError`)", "kind": "concept", "path": "apps/docs-next/content/docs/production/security/sandbox.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Every HTTP action requires the configured bearer token and emits a `ControlAuditEntry`", "label": "Every HTTP action requires the configured bearer token and emits a `ControlAuditEntry`", "kind": "concept", "path": "apps/docs-next/content/docs/production/observability/devtools.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Every adapter ships in `@agentskit/adapters` runs the same contract test suite before merge", "label": "Every adapter ships in `@agentskit/adapters` runs the same contract test suite before merge", "kind": "concept", "path": "apps/docs-next/content/docs/reference/recipes/adapter-contract-tests.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Every agent's factory accepts optional config", "label": "Every agent's factory accepts optional config", "kind": "concept", "path": "apps/registry/content/docs/using.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Every contract is pinned to an ADR. Every package ships with tests and a size budget. The bar is high, the scope is clear, and the code is small. Open an issue, send a PR, or just [star the repo](https://github.com/AgentsKit-io/agentskit)", "label": "Every contract is pinned to an ADR. Every package ships with tests and a size budget. The bar is high, the scope is clear, and the code is small. Open an issue, send a PR, or just [star the repo](https://github.com/AgentsKit-io/agentskit)", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/announcements/core-v1.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-concept:Every number above is enforced in CI. The budget isn't a goal", "label": "Every number above is enforced in CI. The budget isn't a goal", "kind": "concept", "path": "apps/docs-next/content/docs/get-started/announcements/core-v1.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-decision:apps/docs-next/README.md:Decision criteria for migration:0", "label": "Decision criteria for migration", "kind": "decision", "path": "apps/docs-next/README.md", "metrics": { "degree": 1 } }, { "id": "knowledge-decision:apps/docs-next/content/docs/reference/recipes/prompt-experiments.mdx:Decision shape:0", "label": "Decision shape", "kind": "decision", "path": "apps/docs-next/content/docs/reference/recipes/prompt-experiments.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-decision:apps/docs-next/content/docs/reference/recipes/rate-limiting.mdx:Decision shape:0", "label": "Decision shape", "kind": "decision", "path": "apps/docs-next/content/docs/reference/recipes/rate-limiting.mdx", "metrics": { "degree": 0 } }, { "id": "knowledge-decision:docs/architecture/adrs/0001-adapter-contract.md:ADR 0001 — Adapter Contract", "label": "ADR 0001 — Adapter Contract", "kind": "decision", "path": "docs/architecture/adrs/0001-adapter-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-decision:docs/architecture/adrs/0002-tool-contract.md:ADR 0002 — Tool Contract", "label": "ADR 0002 — Tool Contract", "kind": "decision", "path": "docs/architecture/adrs/0002-tool-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-decision:docs/architecture/adrs/0003-memory-contract.md:ADR 0003 — Memory Contract", "label": "ADR 0003 — Memory Contract", "kind": "decision", "path": "docs/architecture/adrs/0003-memory-contract.md", "metrics": { "degree": 0 } }, { "id": "knowledge-decision:docs/architecture/adrs/0004-retriever-contract.md:ADR 0004 — Retriever Contract", "label": "ADR 0004 — Retriever Contract", "kind": "decision", "path": "docs/architecture/adrs/0004-retriever-contract.md", "metrics": { "degree": 0 } }, { "id": 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