Thoughtbox

{
  "lastUpdated": "2026-01-21T19:00:00Z",
  "updatedBy": "claude-sonnet-4-5",
  "summary": {
    "total": 21,
    "implemented": 16,
    "inProgress": 0,
    "notStarted": 3,
    "validated": 2
  },
  "specs": {
    "SIL-000": {
      "name": "Feedback Loop Validation",
      "status": "validated",
      "priority": "CRITICAL",
      "implementationFiles": [
        "dgm-specs/harness/benchmark-runner.ts",
        "dgm-specs/harness/baseline.ts",
        "dgm-specs/harness/cli.ts",
        "dgm-specs/harness/types.ts",
        "dgm-specs/validation/baseline.json"
      ],
      "validationRuns": [
        "dgm-specs/history/runs/run-2026-01-21T06-33-32-058Z-5b7c2da.json",
        "dgm-specs/history/runs/run-2026-01-21T07-02-19-235Z-5b7c2da.json",
        "dgm-specs/history/runs/run-2026-01-21T07-36-02-630Z-f5ae62c.json"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": "f5ae62c",
      "notes": "Baseline established with 4 tests, all passing"
    },
    "SIL-001": {
      "name": "Observatory Improvement Tracker",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "src/observatory/improvement-tracker.ts",
        "src/observatory/emitter.ts",
        "src/observatory/index.ts"
      ],
      "testFiles": [
        "tests/unit/improvement-tracker.test.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Full implementation with tests, singleton pattern, phase cost tracking"
    },
    "SIL-002": {
      "name": "Benchmark Suite Config",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "benchmarks/suite.yaml",
        "benchmarks/config-loader.ts"
      ],
      "testFiles": [
        "tests/unit/config-loader.test.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Full YAML config with tiers, anchor points, proctoring settings. Zod validation."
    },
    "SIL-003": {
      "name": "Anchor Point Sampler",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "benchmarks/sampler.ts"
      ],
      "testFiles": [
        "tests/unit/sampler.test.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Stratified sampling, correlation validation, rotation management, fingerprinting. 30 tests passing."
    },
    "SIL-004": {
      "name": "Tiered Evaluator",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "benchmarks/tiered-evaluator.ts"
      ],
      "testFiles": [
        "tests/unit/tiered-evaluator.test.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Sequential tier execution, early termination, cost tracking, custom executor support. 14 tests passing."
    },
    "SIL-005": {
      "name": "Issue Scraper",
      "status": "not_started",
      "priority": "MEDIUM",
      "implementationFiles": [],
      "blockedBy": [],
      "notes": null
    },
    "SIL-006": {
      "name": "Improvement Reasoner",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "scripts/agents/sil-006-improvement-reasoner.ts",
        "scripts/agents/types.ts",
        "scripts/agents/mcp-client.ts"
      ],
      "testFiles": [
        "scripts/agents/test-behavioral-contracts.ts",
        "scripts/agents/behavioral-contracts.ts"
      ],
      "dateCompleted": "2026-01-22",
      "gitCommit": null,
      "notes": "Reimplemented as external agentic script using Claude Agent SDK. Connects to Thoughtbox via MCP. Includes behavioral contract verification per SPEC-SIL-BCV."
    },
    "SIL-007": {
      "name": "Proctored Executor",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "benchmarks/proctor.ts"
      ],
      "testFiles": [
        "tests/unit/proctor.test.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Process mode sandbox, execution logging, timing analysis, verification flags. 17 tests passing."
    },
    "SIL-008": {
      "name": "Held-Out Manager",
      "status": "not_started",
      "priority": "MEDIUM",
      "implementationFiles": [],
      "blockedBy": ["SIL-003", "SIL-005"],
      "notes": null
    },
    "SIL-009": {
      "name": "Contamination Detection",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "benchmarks/contamination.ts"
      ],
      "testFiles": [
        "tests/unit/contamination.test.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Similarity checking, timing analysis, reasoning chain analysis, training set fingerprinting. 21 tests passing."
    },
    "SIL-010": {
      "name": "Main Loop Orchestrator",
      "status": "implemented",
      "priority": "HIGH",
      "implementationFiles": [
        "scripts/agents/sil-010-main-loop-orchestrator.ts",
        "scripts/agents/run-improvement-loop.ts"
      ],
      "dateCompleted": "2026-01-22",
      "gitCommit": null,
      "notes": "Reimplemented as external agentic script. Orchestrates Discovery → Filter → Experiment → Evaluate → Integrate phases. Uses Claude Agent SDK connecting to Thoughtbox via MCP."
    },
    "SIL-011": {
      "name": "GitHub Actions Workflow",
      "status": "not_started",
      "priority": "MEDIUM",
      "implementationFiles": [],
      "blockedBy": ["SIL-010"],
      "notes": null
    },
    "SIL-012": {
      "name": "CLAUDE.md Updater",
      "status": "implemented",
      "priority": "MEDIUM",
      "implementationFiles": [
        "scripts/agents/sil-012-claude-md-updater.ts"
      ],
      "dateCompleted": "2026-01-22",
      "gitCommit": null,
      "notes": "Reimplemented as external agentic script. Extracts learnings from iteration results and updates CLAUDE.md Improvement Loop Learnings section."
    },
    "SIL-100": {
      "name": "Benchmark Harness",
      "status": "implemented",
      "priority": "CRITICAL",
      "implementationFiles": [
        "dgm-specs/harness/benchmark-runner.ts",
        "dgm-specs/harness/baseline.ts",
        "dgm-specs/harness/cli.ts",
        "dgm-specs/harness/types.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Foundation for SIL-000 validation"
    },
    "SIL-101": {
      "name": "Minimal Response Mode",
      "status": "implemented",
      "priority": "CRITICAL",
      "implementationFiles": [
        "src/thought-handler.ts",
        "src/gateway/gateway-handler.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "verbose flag added to thought tool schema"
    },
    "SIL-102": {
      "name": "Server-Assigned Thought Numbers",
      "status": "implemented",
      "priority": "CRITICAL",
      "implementationFiles": [
        "src/thought-handler.ts",
        "src/gateway/gateway-handler.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "thoughtNumber now optional, server auto-assigns"
    },
    "SIL-103": {
      "name": "Session Continuity",
      "status": "implemented",
      "priority": "CRITICAL",
      "implementationFiles": [
        "src/thought-handler.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "restoreFromSession() method implemented"
    },
    "SIL-104": {
      "name": "Event Stream",
      "status": "implemented",
      "priority": "CRITICAL",
      "implementationFiles": [
        "src/events/event-emitter.ts",
        "src/events/index.ts"
      ],
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "File-based event emission for SIL integration"
    },
    "SPEC-CORE-001": {
      "name": "Thought Processing Serialization",
      "status": "implemented",
      "priority": "CRITICAL",
      "implementationFiles": [
        "src/thought-handler.ts"
      ],
      "implementationLines": {
        "src/thought-handler.ts": "61-63, 408-417, 419-872"
      },
      "dateCompleted": "2026-01-21",
      "gitCommit": null,
      "notes": "Global promise queue prevents race condition in thought number auto-assignment. Fixes duplicate thoughtNumber bug on HTTP transport."
    },
    "SPEC-KNOWLEDGE-MEMORY": {
      "name": "Knowledge Graph Memory System",
      "status": "validated",
      "priority": "HIGH",
      "implementationFiles": [],
      "validationFiles": [
        ".spec-validator/knowledge-memory-validation.md"
      ],
      "dateValidated": "2026-01-21",
      "validationScore": "72/100",
      "notes": "Spec validated and updated with Phase 1 MVP approach (JSONL + SQLite only, no embeddings). Critical blockers addressed: dependencies added, phases restructured. Ready for implementation."
    },
    "SPEC-REASONING-TASKS": {
      "name": "Reasoning Tasks Integration",
      "status": "validated",
      "priority": "HIGH",
      "implementationFiles": [],
      "validationFiles": [
        ".spec-validator/reasoning-tasks/validation-report.md",
        ".spec-validator/reasoning-tasks/requirements.json",
        ".spec-validator/reasoning-tasks/required-updates.md"
      ],
      "dateValidated": "2026-01-21",
      "validationScore": "95/100",
      "notes": "Spec validated with 8 high-priority updates applied. Core features (Phases 1-4) ready for implementation. Advanced features (Conflict, Memory, Roles) deferred to Phase 5. Estimated effort: 2-3 weeks for MVP."
    }
  },
  "architecturalChanges": [
    {
      "date": "2026-01-21",
      "change": "Removed src/improvement/ directory",
      "reason": "Code was incorrectly placed inside Thoughtbox server. ImprovementReasoner, AutonomousImprovementLoop, and claude-md-updater must be external clients that connect via MCP protocol, not internal server code.",
      "affectedSpecs": ["SIL-006", "SIL-010", "SIL-012"],
      "filesRemoved": [
        "src/improvement/reasoner.ts",
        "src/improvement/loop.ts",
        "src/improvement/claude-md-updater.ts",
        "src/improvement/index.ts"
      ]
    },
    {
      "date": "2026-01-21",
      "change": "Moved test files to tests/unit/",
      "reason": "Tests were incorrectly placed inside source directories. Server tests should be external.",
      "filesMoved": [
        "src/improvement/*.test.ts -> tests/unit/",
        "src/observatory/*.test.ts -> tests/unit/",
        "benchmarks/*.test.ts -> tests/unit/"
      ]
    }
  ],
  "nextActions": [
    {
      "spec": "SPEC-KNOWLEDGE-MEMORY",
      "reason": "Validated and ready for Phase 1 implementation. No blockers.",
      "approach": "npm install better-sqlite3, create src/knowledge/storage.ts, add gateway operation"
    },
    {
      "spec": "SIL-005",
      "reason": "No blockers; enables SIL-008 (Held-Out Manager)",
      "approach": "Implement GitHub issue scraper"
    },
    {
      "spec": "SIL-008",
      "reason": "Blocked by SIL-005 only now (SIL-003 done)",
      "approach": "Implement held-out test set rotation manager"
    },
    {
      "spec": "SIL-011",
      "reason": "GitHub Actions workflow for automated improvement loop",
      "approach": "Create .github/workflows/improvement-loop.yml calling npm run improvement-loop"
    },
    {
      "action": "Run behavioral contract tests",
      "reason": "Verify SIL-006 actually reasons (not hardcoded)",
      "approach": "npm run test:behavioral"
    }
  ]
}