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context assembly for Agent Assistant SDK","maintainers":[{"name":"willwashburn","email":"will@agentrelay.com"},{"name":"khaliqgant","email":"khaliqgant@gmail.com"}],"readme":"# `@agent-assistant/turn-context`\n\nTurn-scoped context assembly for the Agent Assistant SDK.\n\n---\n\n## Purpose\n\n`@agent-assistant/turn-context` is the runtime primitive that assembles the effective assistant-facing turn context for one bounded turn.\n\nIt sits:\n- **above** `@agent-assistant/traits` (consumes stable identity defaults)\n- **adjacent to** memory, policy, and coordination inputs\n- **below** product-specific prompts and UX logic\n- **upstream of** `@agent-assistant/harness`\n\nIt answers the question:\n\n> Given this assistant, this session, this turn, these memories, and these backstage signals — what should the visible assistant actually receive as its effective character + context bundle for this turn?\n\n---\n\n## What it owns\n\n- Typed turn-context assembly inputs\n- Typed turn-context assembly outputs\n- Identity-preserving composition rules\n- Provenance-carrying enrichment packaging\n- Harness-projection compatibility (`HarnessInstructions` + `HarnessPreparedContext`)\n\n## What it does NOT own\n\n- Model execution or tool execution\n- Session persistence or memory retrieval\n- Policy evaluation or approval logic\n- Specialist orchestration or enrichment discovery\n- Product business rules, prompt phrasing, or domain heuristics\n\n---\n\n## Core design rule\n\n> Runtime enrichment informs the assistant's expression for the turn; it does not replace assistant identity.\n\nThe assembly output preserves distinct sources:\n- stable identity inputs\n- product-authored overlays\n- runtime enrichment inputs\n- guardrail overlays\n\n---\n\n## Installation\n\n```bash\nnpm install @agent-assistant/turn-context\n```\n\n---\n\n## Minimal assembly example\n\n```ts\nimport { createTurnContextAssembler } from '@agent-assistant/turn-context';\n\nconst assembler = createTurnContextAssembler();\n\nconst assembly = await assembler.assemble({\n  assistantId: 'sage',\n  turnId: 'turn-001',\n  identity: {\n    assistantName: 'Sage',\n    baseInstructions: {\n      systemPrompt: 'You are Sage, a workspace assistant.',\n      developerPrompt: 'Keep answers focused and actionable.',\n    },\n  },\n  shaping: {\n    mode: 'review',\n    expressionOverrides: { directness: 'high' },\n  },\n});\n```\n\n---\n\n## Direct harness projection — zero transformation needed\n\n```ts\nimport { createTurnContextAssembler } from '@agent-assistant/turn-context';\nimport { createHarness } from '@agent-assistant/harness';\n\nconst assembler = createTurnContextAssembler();\nconst harness = createHarness({ model: myModelAdapter });\n\nconst assembly = await assembler.assemble(input);\n\nconst result = await harness.runTurn({\n  assistantId: assembly.assistantId,\n  turnId: assembly.turnId,\n  sessionId: assembly.sessionId,\n  userId: assembly.userId,\n  message: incomingMessage,\n  instructions: assembly.harnessProjection.instructions,  // direct — no reshaping\n  context: assembly.harnessProjection.context,            // direct — no reshaping\n  continuation: input.continuation,\n});\n```\n\nThe `harnessProjection` output is always a valid `HarnessInstructions` + `HarnessPreparedContext`. No adapter or transformation is needed between `assemble()` and `harness.runTurn()`.\n\n## Direct execution adapter projection\n\nProducts that execute through an `ExecutionAdapter` can project the same assembly into the\ncanonical `ExecutionRequest` shape with `toExecutionRequest`.\n\n```ts\nimport {\n  createTurnContextAssembler,\n  toExecutionRequest,\n} from '@agent-assistant/turn-context';\n\nconst assembler = createTurnContextAssembler();\nconst assembly = await assembler.assemble(input);\n\nconst request = toExecutionRequest(assembly, incomingMessage, {\n  tools: readOnlyToolDescriptors,\n  requirements: { toolUse: 'allowed', traceDepth: 'standard' },\n  metadata: { route: 'founder-chat' },\n});\n\nconst negotiation = adapter.negotiate(request);\nconst result = negotiation.supported\n  ? await adapter.execute(request)\n  : { status: 'unsupported', degradation: negotiation.reasons };\n```\n\nThe projection preserves assistant/session/user/thread ids, rendered instructions, context\nblocks, response style, message metadata, and optional tools/requirements/continuation metadata.\nExecution adapters stay downstream of turn-context; products still own identity and policy.\n\n---\n\n## Multi-source assembly with memory, enrichment, and guardrails\n\n```ts\nconst assembly = await assembler.assemble({\n  assistantId: 'sage',\n  turnId: 'turn-001',\n  sessionId: 'session-abc',\n  userId: 'user-xyz',\n  identity: {\n    assistantName: 'Sage',\n    traits: createTraitsProvider({\n      voice: 'concise',\n      formality: 'professional',\n      proactivity: 'medium',\n      riskPosture: 'moderate',\n    }),\n    baseInstructions: {\n      systemPrompt: 'You are Sage, a workspace assistant.',\n      developerPrompt: 'Keep answers focused and actionable.',\n    },\n  },\n  shaping: {\n    mode: 'review',\n    instructionOverlays: [\n      { id: 'ov-1', source: 'product', text: 'Emphasize key risks.', priority: 'high' },\n    ],\n    expressionOverrides: { directness: 'high' },\n    responseStyle: { preferMarkdown: true },\n  },\n  memory: {\n    // Pre-retrieved candidates from your memory system\n    candidates: [\n      { id: 'mem-1', text: 'User prefers bullet points.', scope: 'user', relevance: 0.9 },\n    ],\n  },\n  enrichment: {\n    // Pre-packaged backstage enrichment from coordination/connectivity\n    candidates: [\n      {\n        id: 'enr-1',\n        kind: 'specialist_memo',\n        source: 'reviewer',\n        content: 'PR has 2 critical issues.',\n        importance: 'high',\n      },\n    ],\n  },\n  guardrails: {\n    overlays: [\n      {\n        id: 'gr-1',\n        source: 'workspace',\n        rule: 'Do not speculate about unverified findings.',\n        kind: 'truthfulness_constraint',\n        priority: 'high',\n      },\n    ],\n  },\n});\n\n// Inspect provenance after assembly\nconsole.log(assembly.provenance.usedMemoryIds);     // ['mem-1']\nconsole.log(assembly.provenance.usedEnrichmentIds); // ['enr-1']\nconsole.log(assembly.provenance.usedGuardrailIds);  // ['gr-1']\n\n// Inspect expression profile\nconsole.log(assembly.expression.directness);        // 'high' (from expressionOverrides)\nconsole.log(assembly.expression.humor);             // capped by guardrail if tone_constraint present\n```\n\n---\n\n## Composition rules\n\n### Layer order\n\n1. **Base identity floor** — `identity.baseInstructions` + `identity.traits`\n2. **Turn shaping** — `shaping.mode`, `shaping.instructionOverlays`, `shaping.expressionOverrides`\n3. **Optional contextual additions** — session, memory, enrichment\n4. **Guardrail overlays** — appended last as constraining overlays, not policy decisions\n5. **Harness projection rendering**\n\n### Identity precedence\n\n- Base identity is the non-overridable floor.\n- Traits may refine identity defaults but do not replace product-authored base instructions.\n- Turn shaping modulates expression but does not redefine who the assistant is.\n- Enrichment informs context but does not rewrite identity.\n- Guardrails constrain expression but do not become a substitute identity source.\n\n### Instruction ordering\n\nSystem segments: `[base-system]` (sorted high→low priority)\n\nDeveloper segments: `[base-developer, ...instructionOverlays sorted by priority, mode-segment]` + `[...guardrailSegments sorted by priority]` (guardrails appended to developer prompt in harness projection)\n\n### Enrichment candidate inclusion\n\n- Candidates with `audience: 'product'` are excluded from assistant-facing context (tracked in `droppedEnrichmentIds`).\n- Remaining candidates sorted by importance descending.\n- Capped at 8 enrichment blocks per turn.\n\n### Memory candidate inclusion\n\n- Sorted by `relevance` descending.\n- Capped at 10 memory blocks per turn.\n\n---\n\n## Non-goals\n\nThis package is **not**:\n\n- A memory engine — it accepts pre-retrieved candidates only\n- A policy engine — guardrails shape expression; they do not evaluate allow/deny\n- A prompt-management CMS or DSL\n- A specialist orchestrator — it accepts pre-packaged enrichment\n- A model router or persona system\n- A product-intelligence layer or domain heuristic system\n- A replacement for product prompt craftsmanship\n\nProducts still own:\n- exact prompt text and prompt-stack authoring\n- domain-specific enrichment ranking and selection\n- which backstage agents exist and what their outputs mean\n- business and commercial escalation logic\n- product-specific policy rules and integration credentials\n\n---\n\n## API reference\n\n### `createTurnContextAssembler(options?)`\n\nReturns a `TurnContextAssembler`.\n\n```ts\nconst assembler = createTurnContextAssembler();\n```\n\n### `assembler.assemble(input: TurnContextInput): Promise<TurnContextAssembly>`\n\nAssembles one turn context. Validates required inputs and throws `TurnContextValidationError` on failure.\n\n**Required inputs:**\n- `assistantId` — non-empty string\n- `turnId` — non-empty string\n- `identity` — object with `baseInstructions` present; at least one of `systemPrompt` or `developerPrompt` must be a non-empty string\n\n**Optional inputs:**\n- `shaping` — turn-scoped product behavioral shaping\n- `session` — session continuity signals\n- `memory.candidates` — pre-retrieved memory artifacts\n- `enrichment.candidates` — pre-packaged backstage enrichment\n- `guardrails.overlays` — expression guardrail overlays\n- `continuation` — prior turn continuation payload\n\n### `TurnContextValidationError`\n\nThrown when required input constraints are violated.\n\n```ts\ntry {\n  await assembler.assemble(input);\n} catch (err) {\n  if (err instanceof TurnContextValidationError) {\n    console.error(err.field, err.reason);\n  }\n}\n```\n\n### `toExecutionRequest(assembly, userMessage, overrides?)`\n\nProjects a `TurnContextAssembly` and incoming message into the canonical\n`@agent-assistant/harness` `ExecutionRequest` used by execution adapters.\n","readmeFilename":"README.md"}