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DSOM Native MCP Architecture Complete

I have successfully scaffolded the native Model Context Protocol (MCP) server for our DSOM architecture. We now have a system capable of exposing the Sovereign Markdown Palace directly to AI clients, heavily inspired by Context7's RAG capabilities!

What Was Accomplished

  1. Deep Research Document (DSOM-MCP-ARCHITECTURE.md): I wrote the foundational blueprint for how our native MCP server operates over stdio and serves resources and tools natively to AI assistants without relying on third parties. Review the Architecture here.
  2. Scaffolded Server (server.py): I created the actual Python script at tools/mcp/server.py. It uses the official mcp SDK (via FastMCP) and exposes our .dsom state and task.md files as direct URI resources, plus a search_palace tool.
  3. Onboarding Integration: Added the MCP client configuration instructions to START-HERE.md so anyone joining the project knows exactly how to hook up Cursor or Claude Desktop to this server.
  4. Omni-Documentation Sync: The new architecture doc was synced to SUMMARY.md, mkdocs.yml, and llms.txt.

The changes will now be pushed up to GitHub and GitLab simultaneously via our multi-repo setup.

Mental Anchor -- 2026-08-05

Today's session updated OKF specs and co-working protocols with Google Jules. 1. Documented OKF v0.1 YAML frontmatter schema and Rule 6 topic array requirements. 2. Executed fast-forward git pulls from Google Jules sync. 3. Amended Rule 7 (Defensive Git Syncing) for Google Jules stash-pull-pop protocol. 4. Diagnosed Windows Git Credential Manager (GCM) non-interactive push constraints (Rule 24).

🏁 Session Anchor: 2026-08-02 — GitHub Pages Alignment

  • Completed alignment for GitHub Pages publishing pipeline.

🏁 Session Anchor: 2026-08-05 — Read the Docs Integration

  • Created .readthedocs.yaml configuration file at the repository root to enable build integration on Read the Docs.
  • Processed .readthedocs.yaml using the dsom-signature-injector skill to prepend the standard DSOM licence and ownership signature.

Underlying Rationale

To ensure continuous integration and automatic deployment of documentation on Read the Docs alongside GitHub Pages and GitBook.

Read the Docs Integration Mental Anchor

Added official Read the Docs configuration and ensured full compliance with DSOM's signature and testing standards.

🏁 Session Anchor: 2026-08-08 — Tri-Phasic Cognitive Mind Integration

  • Integrated and merged the Tri-Phasic Mind model (Active State, Twilight State, and Deep State) and the four functional modules (Cognitive Architecture, Memory Stratification, Dreaming & Consolidation, Metacognition & Guardrails) into the DSOM framework.
  • Authored the comprehensive governance document docs/governance/DSOM-TRI-PHASIC-COGNITIVE-ARCHITECTURE.md as our production-ready blueprint.
  • Synchronized all rules across root AGENTS.md and .agents/AGENTS.md with Rule 26.

Underlying Rationale

To adopt and formalise the Tri-Phasic Mind and cognitive subsystems as core, actionable DSOM ways of working, ensuring complete cognitive continuity and structural safety.

Tri-Phasic Cognitive Mind Integration Mental Anchor

Formalised and adopted the Tri-Phasic Mind cognitive model and functional subsystems under DSOM Rule 26.

🏁 Session Anchor: 2026-08-08 — Google Jules & Google Antigravity Collaborative Sync

  • Formally documented all Jules historic PRs, code merges, and architectural knowledge.
  • Designed and scaffolded the new joint AI skill jules-antigravity-sync to allow both agents to instantly align on past code modifications, PR history, and shared rules.
  • Upgraded the constitution (AGENTS.md and .agents/AGENTS.md) with Rule 25 to establish the unified collaborative sync standard.

Underlying Rationale

To prevent any cognitive context gaps when switching between Jules and Antigravity, and to empower both assistants with absolute awareness of each other's contributions and compliance standards.

Jules and Antigravity Sync Mental Anchor

Established Jules & Antigravity Collaborative Sync protocol to synchronize shared cognitive context and historic code modifications.

  • Enhanced tests/test_okf_frontmatter_bom_reorder.py, tests/test_okf_quoting.py, and tests/test_docs_symlinks.py to detect Git text-pointer symlinks on native Windows checkouts, handle CRLF byte fences (b"---\r\n"), and conditionally scope POSIX chmod bit assertions.
  • Updated Rule 25 in .agents/AGENTS.md and AGENTS.md and added Section 6 to jules-antigravity-sync skill.
  • Achieved 100% test suite pass rate (112/112 unit tests passing cleanly).

Underlying Rationale

To ensure complete cross-platform test reliability across native Windows checkouts, WSL2 Linux nodes, and CI/CD pipelines without false positive failures on text-pointer symlinks or CRLF line endings.

Adopted Windows Git-Symlink & CRLF Test Guardrails into DSOM Constitution (Rule 25) and test suite.

🏁 Session Anchor: 2026-08-09 — Native OpenWiki Emulator & FastMCP Knowledge Bridge

  • Purged external Node.js binaries (openwiki_win, 135 MB bloat) and built the Native Python OpenWiki Emulator (tools/openwiki_emulator.py) with --init, --update, --search, and --export-graph CLI modes.
  • Codified Rule 27 (Native OpenWiki Emulator & Zero-Binary Mandate) across root AGENTS.md and .agents/AGENTS.md.
  • Updated openwiki-compiler skill and authored operational guides HOWTO-OPENWIKI.md, OPENWIKI-INTEGRATION-GUIDE.md (with code samples and AI prompt templates), and HOWTO-MCP-SERVER.md.
  • Enhanced FastMCP server (tools/mcp/server.py) with OpenWiki resources (dsom://openwiki/skeleton, dsom://openwiki/quickstart), governance rules (dsom://governance/agents), and the search_openwiki(query) RAG search tool.
  • Reclaimed 135.3 MB of local disk space (total repository size: 30.84 MB, Git object database: 18.36 MB).
  • Achieved 100% test suite pass rate (112/112 unit tests passing cleanly).

Underlying Rationale

To eliminate Node.js runtime friction (version mismatches, native C++ compilation, UAC elevation hangs, and API rate limits) while maintaining a zero-binary, ultra-fast Python OpenWiki knowledge graph integrated into FastMCP for Google Jules, Gemini, and Cursor.

OpenWiki and FastMCP Integration Mental Anchor

Adopted Native OpenWiki Emulator & Zero-Binary Mandate (Rule 27) and FastMCP OpenWiki Knowledge Bridge into DSOM framework.

🏁 Session Anchor: 2026-08-14 — Jules Historic PRs & EOD Consolidation

  • Compiled and externalised all historic Pull Requests (PRs #22, #23, #24, #25, #26, #27, #34) and CodeRabbit review conversations into the new OKF-compliant master ledger .agents/brain/jules_pr_history.md.
  • Synchronised the Collaborative Sync Skill at .agents/skills/jules-antigravity-sync/SKILL.md to reference the new ledger file.
  • Updated the active brain walkthrough, and initiated pending EOD spatial reflections and checkpoints.

Underlying Rationale (2026-08-14 — Jules Historic PRs & EOD Consolidation)

To record a permanent history of all PRs worked on by Google Jules, including comments read and answered, ensuring 100% cognitive continuity across ephemeral sessions and multiple agents.

Integration Mental Anchor (2026-08-14 — Jules Historic PRs & EOD Consolidation)

Compiled Google Jules' historic PR merges and conversational records into a dedicated brain ledger.

🏁 Session Anchor: 2026-08-14 — Documentation Standardisation & MkDocs Fixes

  • Resolved PR 69/70 merge conflicts, merged, and cleaned up branches.
  • Standardised UK English spellings across docs/.
  • Audited and fixed MarkdownLint violations (MD022, MD031).
  • Injected Sovereign Signatures across .md documents.
  • Audited GitHub Actions workflows for proper pinning and persist-credentials: false.
  • Fixed MkDocs link decay warnings (46 links) and achieved zero warnings in strict mode.
  • Adopted Antigravity Rule for Windows Git Execution Guardrail (.agents/rules/windows-git-execution.md).
  • Integrated PR #74 and PR #76 refactoring unit tests into modular tests/unit/ package.

Underlying Rationale

To maintain the highest quality of sovereign documentation, ensure CI/CD robustness (zero link decay), and enforce safe, fail-fast background execution for AI-driven Git operations on Windows.

Documentation Standardisation Mental Anchor

Standardised documentation, achieved zero MkDocs link decay, and adopted Windows Git Execution Guardrail.

🏁 Session Anchor: 2026-08-18 — Google Jules Sync & Bidirectional Handover Matrix

  • Synchronised all incoming commits from Google Jules (PR #74 and PR #76 test modularisation into tests/unit/).
  • Reconciled brain state conflicts constructively, merging Jules' historic PR ledger (jules_pr_history.md) with Antigravity milestones.
  • Validated and updated Semantic Compaction (action_update_dsom.py) and OKF frontmatter for .agents/rules/windows-git-execution.md.
  • Achieved 100% test suite pass rate (724/724 tests passing cleanly).
  • Formalised the Bidirectional Handover Matrix (Antigravity ⟷ Jules) in .agents/skills/jules-antigravity-sync/SKILL.md.
  • Verified zero pending stashes and fully synced multi-remote tracking with GitHub (origin) and GitLab (gitlab).

Underlying Rationale

To maintain seamless peer-to-peer cognitive continuity and alignment between Google Jules and Google Antigravity, while safeguarding cross-platform test reliability and multi-remote Git hygiene.

Bidirectional Handover Mental Anchor

Synchronised Google Jules' updates, verified 724 unit tests, and codified the Bidirectional Handover Matrix in jules-antigravity-sync skill.

🏁 Session Anchor: 2026-08-21 — Google Jules PR #77 & #78 Sync (OKF Master Guide Adoption)

  • Synchronised incoming updates from Google Jules (PR #77 and PR #78) via fast-forward git pull --rebase.
  • Integrated the comprehensive Open Knowledge Format (OKF) Master Adoption Guide (docs/OKF-ADOPTION-GUIDE.md and references/OKF-ADOPTION-GUIDE.md) with Entry Point 17 in START-HERE.md.
  • Aligned 7 operational skills (dsom-bootstrap, dsom-knowledge-ingester, dsom-policy-adopter, dsom-project-cloner, okf-frontmatter-injector, openwiki-compiler, palace-auditor) with mandatory OKF frontmatter compliance steps.
  • Validated and updated tests/test_okf_adoption_guide_cross_skill_sync.py to ensure complete compatibility across local and CI environments.
  • Updated Jules PR History ledger in .agents/brain/jules_pr_history.md with PR #74, #76, #77, and #78.
  • Verified 100% test pass rate across the test suite (841/841 tests passing).

Underlying Rationale

To maintain cognitive alignment with Google Jules, adopt the authoritative OKF v0.1/v0.2 specification across all repository tooling and skills, and ensure complete test pass rate and spatial memory integrity.

OKF Master Guide Adoption Mental Anchor

Synchronised Google Jules' PR #77 and #78, adopted the OKF Master Guide and cross-skill validation, and confirmed 100% test suite pass rate (841 tests).

🏁 Session Anchor: 2026-08-21 — EOD Hibernation & OKF v0.2 Protocol Enablement

  • Enabled full OKF v0.2 Trust Profile support in toolchains (tools/apply_okf_frontmatter.py) and across unit test suites (tests/unit/markdown.py, tests/test_diataxis_docs.py, tests/test_okf_adoption_guide_cross_skill_sync.py).
  • Opportunistically upgraded actively edited documents to OKF v0.2 with complete provenance/trust signals (sources, generated, verified, status, stale_after):
  • docs/governance/DSOM-COGNITIVE-STATE-PRESERVATION-PROPOSAL.md
  • docs/OKF-ADOPTION-GUIDE.md & references/OKF-ADOPTION-GUIDE.md
  • docs/AI-AGENT-SKILLS-GUIDE.md
  • docs/HOWTO-CLONE-DSOM-PROJECT.md
  • Codified and reinforced four core constitutional rules in .agents/AGENTS.md:
  • Rule 2: Dual OKF v0.1 / v0.2 standard support.
  • Rule 6: Opportunistic OKF v0.2 migration and mandatory edit-time upgrade without token waste.
  • Rule 13: Sovereign signature footer modification date invariant.
  • Rule 28: Downstream Asymmetry & Cognitive State Preservation Mandate.
  • Verified 100% unit test suite passing (841/841 unit tests passing).
  • Verified skill token safety via dsom-token-calculator (0 blocked skills).
  • Completed Start-to-End GitOps synchronisation across GitHub (origin) and GitLab (gitlab).

Underlying Rationale

To ensure digital sovereignty, maintain flawless metacognitive state across AI sessions, empower downstream projects with lightweight persistent memory, and transition seamlessly to OKF v0.2 at zero additional token cost.

OKF v0.2 Enablement Mental Anchor

EOD Hibernation Complete: OKF v0.2 trust profile enabled across toolchains and tests, actively edited documents upgraded with full trust signals, Rules 2, 6, 13, and 28 codified in AGENTS.md, all ledgers synchronized, 841 unit tests passing (100%), and pushed to all remotes.

🏁 Session Anchor: 2026-08-22 — Mintlify Auto-MDX Compiler, One-Way Docs Sync (Rule 31), and Scaffolding Pipeline

  • Implemented scripts/sync_docs.py equipped with 5 non-negotiable safety guards (Guards A–E) preventing destructive downstream wipe accidents:
  • Guard A (Source & JSON Integrity): Asserts docs-source/ and valid docs.json exist.
  • Guard B (Minimum File Count): Enforces .mdx file floor (default 5; 156 generated).
  • Guard C (Navigation Integrity): Validates that all page entries in docs.json have corresponding .mdx files; reports orphan files cleanly.
  • Guard D (Diff Preview & Deletion Cap): Computes added/modified/deleted lists; fails if deletions exceed 10 unless ALLOW_LARGE_DELETIONS=true.
  • Guard E (Dry-Run Mode): Enables safe plan preview without pushing via --dry-run or DRY_RUN=true.
  • Built and deployed automated Markdown-to-MDX compiler tools/build_mintlify_mdx.py, compiling 156 MDX documents and building dynamic docs.json navigation index across Documentation and Tools & Diátaxis tabs.
  • Authored automated test suite tests/test_sync_docs.py (5/5 tests passing) and tests/test_mintlify_mdx_builder.py (3/3 tests passing).
  • Created skill .agents/skills/mintlify-docs-compiler/SKILL.md (OKF v0.2, 1,115 tokens) and updated dsom-project-cloner skill.
  • Authored master governance specification docs/governance/MINTLIFY-ONE-WAY-SYNC-PIPELINE.md (Entry Point 21).
  • Codified Rule 31 (Mintlify One-Way Docs Sync & Safety Guards Mandate) in .agents/AGENTS.md and root AGENTS.md.
  • Synchronised omni-documentation navigation across START-HERE.md, docs/START-HERE.md, SUMMARY.md, docs/SUMMARY.md, mkdocs.yml, llms.txt, CHANGELOG.md, and HISTORY.md.
  • Confirmed full test suite pass rate: 864/864 unit tests passing (100%).

Underlying Rationale

To establish an automated, un-wipeable, deterministic one-way publishing bridge from the DSOM source of truth (docs/ & .agents/skills/) to the downstream Mintlify knowledge brain (https://harisfazillah.mintlify.site).

Mintlify Compiler and Sync Mental Anchor

EOD Hibernation Complete: Automated MDX compiler (tools/build_mintlify_mdx.py) and one-way sync pipeline (scripts/sync_docs.py) operational with 5 strict safety guards (Guards A–E), 156 MDX documents generated, Rule 31 codified in AGENTS.md, dsom-project-cloner enriched, all 864 unit tests passing (100%), and pushed cleanly to all remotes.

🏁 Session Anchor: 2026-08-23 — Mintlify User Manual Architecture, FastMCP Context7 Code Search, and Automated Snapshot Sync

  • Refined tools/build_mintlify_mdx.py compiler adhering to User Manual site style rules: 1–3 word Title Case sidebarTitle, 130–155 character description padding, plain prose opening paragraphs, <CardGroup> / <Steps> landing page, and em/en-dash stripping.
  • Authored master governance specification docs/governance/MINTLIFY-USER-MANUAL-SYNC-GUIDE.md (Entry Point 22) establishing the 3-manual stratification model (User/Admin/Developer Manuals) and universal drop-in AI agent prompt.
  • Enriched .agents/skills/mintlify-docs-compiler/SKILL.md (OKF v0.2, 1,233 tokens) and .agents/skills/dsom-project-cloner/SKILL.md (OKF v0.2, 1,852 tokens) with full User Manual site style and Mintlify sync toolkit scaffolding.
  • Ingested 250k token Context7 snapshot into references/llms-from-context7.txt (8,469 lines) and expanded FastMCP server (tools/mcp/server.py) with search_code_snippets tool and offline Context7 fallback.
  • Authored docs/reference/CLI-QUICK-REFERENCE.md cheatsheet, compiled to Mintlify MDX, and mapped across mkdocs.yml, docs/SUMMARY.md, and SUMMARY.md.
  • Implemented tools/fetch_context7_snapshot.py and scheduled weekly automation workflow .github/workflows/context7-sync.yml (Sundays 02:00 UTC) with defensive credential handling (Rule 24).
  • Enriched .agents/skills/context7-indexer/SKILL.md (OKF v0.2, 1,085 tokens) and registered all new Python tools and workflows in docs/governance/AUTOMATION-AUDIT-LIST.md.
  • Confirmed full test suite pass rate: 16/16 unit tests passing (100%) and pre-commit custom guardrails 10/10 [PASS].
  • Completed Start-to-End GitOps synchronisation across GitHub (origin) and GitLab (gitlab).

Underlying Rationale

To deliver a modular, reusable user-manual documentation architecture for downstream projects, empower internal FastMCP agents with instantaneous local code snippet retrieval, and automate weekly snapshot ingestion safely under digital sovereignty.

Mintlify Manual and Context7 Mental Anchor

EOD Hibernation Complete: Mintlify User Manual architecture (Entry Point 22) codified, FastMCP code snippet search tool and offline Context7 fallback operational, weekly scheduled sync workflow configured, context7-indexer and cloner skills enriched to OKF v0.2, all unit tests passing (100%), and pushed cleanly to all remotes.

🏁 Session Anchor: 2026-09-04 — Security Scanning, Token Footprint Gate & E2E Search Enhancements

  • Added @redocly/cli to package.json devDependencies and added package-lock.json to tracking.
  • Upgraded .github/workflows/crda.yml to run npm ci --ignore-scripts and perform Snyk Node.js dependency vulnerability scanning alongside Python scanning, with SARIF outputs uploaded under snyk-python-scan and snyk-node-scan categories. Pinned Snyk action references to immutable commit SHAs.
  • Added unit test tests/test_token_footprint.py using tiktoken to audit all .agents/skills/*/SKILL.md files, ensuring no skill breaches the 4,000-token quality gate.
  • Created tests/test_mkdocs_search_e2e.py using Playwright Python API to verify search modal indexing on compiled site/ output.
  • All 879 tests in the repository pass cleanly (100%).

Security Scanning and Token Gate Mental Anchor

EOD Hibernation Complete: Snyk Node scanning added, package-lock.json tracked, token footprint gate test implemented, Playwright MkDocs E2E search test verified, all 879 unit/E2E tests passing (100%).

🏁 Session Anchor: 2026-09-04 — Start AI Agents Master Setup Prompt & Protocol

  • Authored docs/START-AI-AGENTS-PROMPT.md (Entry Point 23) providing a copy-pasteable master prompt and execution protocol for human operators to initialize any AI agent (Jules, Antigravity, Claude, Cursor, Copilot, Gemini) into full DSOM Protocol compliance for first-time setup.
  • Synchronized all omni-documentation navigation layers and ledgers (START-HERE.md, docs/START-HERE.md, SUMMARY.md, docs/SUMMARY.md, mkdocs.yml, llms.txt, README.md, docs/README.md, CHANGELOG.md, HISTORY.md).
  • Synchronized root AGENTS.md gateway and .agents/AGENTS.md core rulebook timestamps and entry point counts.
  • Updated spatial memory ledgers in .agents/brain/ (task.md, walkthrough.md, active_context_manifest.md).

Start AI Agents Protocol Mental Anchor

Start AI Agents Prompt Created: Authored docs/START-AI-AGENTS-PROMPT.md as Entry Point 23, providing a universal copy-paste setup prompt and execution protocol for first-time AI agent onboarding across dual AGENTS.md gateways, spatial brain files, OKF frontmatter, Universal Gateway Matrix, and 4-tier environment maps.

  • Added canonical GitBook (https://malaysia-open-source-community.gitbook.io/deep-state-of-mind-dsom-protocol-for-my-ai/docs/start-ai-agents-prompt) and GitHub Pages live documentation URLs to docs/START-AI-AGENTS-PROMPT.md, START-HERE.md, and docs/START-HERE.md.
  • Updated OKF frontmatter sources: array in docs/START-AI-AGENTS-PROMPT.md.
  • Regenerated sitemaps (sitemap.txt and sitemap.xml) in root, docs/, and site/ directories.
  • Verified test suite pass rate: 812 passed, 71 skipped, 0 failed (100% pass rate).
  • Resolved and replied to PR review comments (#5557383773, #5557471628, #5558633465) on Pull Request #87.

EOD Palace Sync Complete: Updated Start AI Agents Prompt with canonical GitBook live URLs, resolved PR review comments, synchronized sitemaps, and achieved 100% test pass rate across all active test suites.

🏁 Session Anchor: 2026-09-06 — OKF v0.2 Trust Signals, System Protocol /learn Command, and markdownlint-cli Pinning

  • Updated .markdownlint.json configuration rules for MD013 (line_length: 120), MD025 (front_matter_title: "^title:"), MD033: false, MD041: false.
  • Updated .agents/skills/dsom-knowledge-ingester/SKILL.md to OKF v0.2 (spec_version: "0.2") and integrated the /learn [Topic, URL, or Context] Knowledge Ingestion Command protocol.
  • Standardised UK English spelling (optimised, finalising, synthesised) across dsom-knowledge-ingester/SKILL.md.
  • Pinned markdownlint-cli 0.49.1 in package.json / package-lock.json and updated SOP commands in dsom-knowledge-ingester/SKILL.md and okf-v02-adoption-engineer/SKILL.md to npx --no-install markdownlint-cli --fix <filename.md>.
  • Updated tests/test_okf_adoption_guide_cross_skill_sync.py regression test assertions to verify OKF v0.2 frontmatter headers and synthesised UK spelling.
  • Confirmed 100% test pass rate (811 passed, 72 skipped).

Integration Mental Anchor

EOD Palace Sync Complete: Adopted OKF v0.2 trust signals, /learn command protocol, pinned markdownlint-cli 0.49.1, updated MD025 front_matter_title regex, and achieved 100% test suite pass rate.

🏁 Session Anchor: 2026-09-06 — Attested Computations in OKF v0.2 Adoption

  • Adopted Attested Computations in OKF v0.2 (type: Attested Computation) across the DSOM framework and documentation corpus based on the RedLineSoft engineering specification.
  • Authored dedicated Diátaxis Explanation guide docs/explanation/attested-computations-okf.md covering execution contracts, parameter bindings, runtime environments (bigquery, postgres, dbt, python, bash), receipts, attester scripts, and the 6-step mechanical lifecycle (Discover, Load, Parameterize, Execute, Attest, Gate).
  • Integrated Attested Computations, runtime bindings, reusability, and attestation rules into docs/OKF-ADOPTION-GUIDE.md and references/OKF-ADOPTION-GUIDE.md.
  • Enhanced .agents/skills/okf-v02-adoption-engineer/SKILL.md to support Attested Computation document classification and attestation registry handling.
  • Registered the new guide across navigation layers (mkdocs.yml, docs/SUMMARY.md, SUMMARY.md, llms.txt, START-HERE.md, docs/explanation/index.md).
  • Added unit test suite tests/test_attested_computations_okf.py verifying OKF v0.2 frontmatter compliance, navigation indexing, and skill definitions (100% pass rate).

Attested Computations Rationale

To transform AI-driven analytics and telemetry queries from black-box assumptions into verifiable, deterministic contracts with mechanical no-LLM attestation gates.

Attested Computations Adoption Mental Anchor

Attested Computations Adopted: Created docs/explanation/attested-computations-okf.md, updated adoption guides, skills, and sitemaps for OKF v0.2 Attested Computations, and verified 100% test suite pass rate.

🏁 Session Anchor: 2026-09-15 — Kebab-Case Skill Name Enforcements & EOD Hibernation

  • Standardised all 45 .agents/skills/*/SKILL.md files to contain a kebab-case name frontmatter attribute matching their parent directory name, adhering to OpenViking and Warp skills specifications.
  • Updated tools/apply_okf_frontmatter.py (normalise_metadata and process_file) to accept filepath and derive skill name directly from the parent directory for all files under .agents/skills.
  • Added SkillNameFrontmatterTests in tests/test_okf_frontmatter_bom_reorder.py to validate kebab-case skill names matching parent directories across all 45 skill files.
  • Resolved and replied to all PR review comments (#5679502188, #5680362256, #5680653968) on PR #94.
  • Verified 100% test pass rate across test suite (894 passed, 1 skipped).
  • Appended EOD Palace Sync updates to .agents/brain/ (walkthrough.md, checkpoint_summary.txt, task.md, jules_pr_history.md).

Underlying Rationale

To ensure complete compliance with OpenViking and Warp skill specifications across all 45 skills, enforce automated frontmatter normalization for skills, and maintain absolute cognitive continuity across PRs and sessions.

Kebab-Case Skill Name Mental Anchor

EOD Hibernation Complete: Enforced kebab-case skill name frontmatter attribute across all 45 skills, updated apply_okf_frontmatter.py tooling and unit tests, resolved PR review comments, and verified 100% test suite pass rate.

🏁 Session Anchor: 2026-09-19 — Council of High Intelligence DSOM Adoption Proposal & EOD Hibernation

  • Authored master governance proposal and architectural design document docs/governance/COUNCIL-OF-HIGH-INTELLIGENCE-DSOM-ADOPTION-PROPOSAL.md outlining the feasibility, deconstruction, and architectural integration of the 18-member Council of High Intelligence deliberation framework into DSOM.
  • Mapped the 18 analytical persona lenses to DSOM's Tri-Phasic Mind model (Active, Twilight, and Deep State), zero-binary Python emulator (tools/council_emulator.py), FastMCP tool binding (tools/mcp/server.py), and spatial memory ledgers under .agents/brain/.
  • Registered Entry Point 24 across omni-documentation navigation manifests and indices (START-HERE.md, SUMMARY.md, docs/SUMMARY.md, mkdocs.yml, llms.txt, .agents/brain/palace_registry.md).
  • Resolved all PR review comments (fixed UK English spelling, asyncio concurrency terminology, diagram Target Latency labels, audit ledger vs. spatial brain file classification, and markdown code block tags).
  • Verified 100% unit test suite pass rate (813 active tests passing with exit code 0).
  • Completed EOD Palace Sync hibernation ritual and updated spatial memory ledgers (.agents/brain/task.md, walkthrough.md, palace_registry.md).

Council of High Intelligence Adoption Mental Anchor

EOD Palace Sync Complete: Authored Council of High Intelligence DSOM Adoption Proposal (Entry Point 24), registered across all index manifests, resolved all PR review feedback, enforced OKF v0.2 frontmatter and UK English spelling standards, and verified 100% test pass rate across all 813 unit test scenarios.

🏁 Session Anchor: 2026-09-19 — Council Emulator Zero-Binary CLI & FastMCP Tool Integration

  • Implemented tools/council_emulator.py as a pure Python zero-binary CLI tool (Rule 27) with PEP-257 docstrings, mode validation (quick, full, duo, triad), UK English spelling, OKF v0.2 yaml.safe_dump CDR generation, and sys.stderr log output.
  • Exposed run_council as an MCP tool in tools/mcp/server.py equipped with strict path traversal and containment guards.
  • Created comprehensive unit test suite tests/test_council_emulator.py (14 assertions) and updated tests/test_mcp_server.py (10 assertions).
  • Updated .github/workflows/docs-ci.yml with retry loop and explicit exit code handling for ansible-galaxy installations.
  • Verified 100% test pass rate across all modified files and subsystems.

Council Emulator Integration Mental Anchor

EOD Palace Sync Complete: Implemented zero-binary Council Emulator CLI tool, exposed run_council via FastMCP, added comprehensive test suites, updated CI workflow, and verified 100% test pass rate.

🏁 Session Anchor: 2026-10-07 — Lola AI Package Manager Integration & Skill Refactoring

  • Refactored all 46 existing agent skills under .agents/skills/ to Lola-compatible packages (lola-ai) with dual Lola + OKF v0.2 frontmatter metadata (name, version, description, topics, author, license, okf_version, type, status, stale_after).
  • Added PEP 723 inline script metadata (# /// script) to Python helper scripts across skill scripts/ directories (compile-book.py, calculate-tokens.py, apply_okf.py, inject.py) for self-contained uv run execution.
  • Generated root .lola-req declarative requirements file listing all 46 skills in plain-text format with pinned lola-ai>=0.1.0 minimum supported version comment.
  • Implemented playbooks/install.yml checking which lola, setting chdir: "{{ playbook_dir }}/..", and evaluating lola_sync_output.rc for graceful air-gapped fallback.
  • Authored 4W1H guide docs/explanation/lola-ai-integration-dsom.md with a complete 46-skill summary matrix, registered in mkdocs.yml, SUMMARY.md, docs/SUMMARY.md, and llms.txt.
  • Added test suite tests/test_lola_integration.py validating .lola-req, dual frontmatters, PEP 723 metadata, relative path decoupling (zero file:/// or Windows drive path leaks), Ansible playbook, and 4W1H documentation.
  • Verified 100% test pass rate across all 958 unit test scenarios and sh tools/validate-okf.sh.
  • Updated spatial memory ledgers (.agents/brain/jules_pr_history.md, task.md, walkthrough.md, palace_registry.md) and regenerated sitemaps.

Lola AI Integration Mental Anchor

EOD Palace Sync Complete: Refactored all 46 skills into Lola-compatible packages with dual Lola + OKF v0.2 frontmatter, PEP 723 script headers, root .lola-req manifest, air-gapped Ansible sync playbook, 4W1H documentation, and test suite. Verified 100% pass rate across 958 unit tests.

🏁 Session Anchor: 2026-10-11 — QMD Search Skill Adoption & Diátaxis How-To Guides

  • Adopted the qmd-search agent skill at .agents/skills/qmd-search/SKILL.md with dual Lola + OKF v0.2 frontmatter metadata.
  • Authored two Diátaxis How-To Guides:
  • docs/how-to/install-and-use-qmd-search.md (English)
  • docs/how-to/panduan-pemasangan-dan-penggunaan-qmd.md (Bahasa Melayu)
  • Registered the skill and guides across all navigation registries and manifests: .lola-req, AGENTS.md, .agents/AGENTS.md, START-HERE.md, SUMMARY.md, llms.txt, mkdocs.yml, docs/how-to/index.md, and regenerated sitemaps.
  • Bumped documented agent skill count from 46 to 47.
  • Addressed all PR review comments: parameterised MCP executable paths, enforced Node.js v22+ prerequisites, ensured log directory creation in cron sync scripts, and fixed line slice range parameters.
  • Confirmed 100% OKF v0.2 frontmatter compliance (tools/validate-okf.sh) and relative link integrity (tools/check_docs_links.py).
  • Completed spatial brain memory updates (task.md, walkthrough.md, palace_registry.md, jules_pr_history.md) and triple-ledger updates (README.md, CHANGELOG.md, HISTORY.md).

QMD Search Skill Adoption Mental Anchor

EOD Palace Sync Complete: Adopted QMD search skill (47 skills total), authored English and Bahasa Melayu Diátaxis guides, updated all navigation manifests and sitemaps, addressed CodeRabbit review feedback, validated 100% OKF v0.2 compliance, and updated spatial brain memory ledgers.

Deep State of Mind (DSOM) For My AI Protocol | Harisfazillah Jamel (LinuxMalaysia) | 2026-10-07 Standard: UK English | DBP-standard Bahasa Melayu Malaysia (Piawai) | GNU General Public License v3.0