Core Collaborative Tenet
Both agents operate as co-equal, Tier-1 Cognitive Digital Twins. When switching or sharing a workspace, each agent must read this skill body and verify the unified operational history and structural protocols to prevent repeating investigations or causing architectural regressions.Collective Operational & Domain-Specific Knowledge Ledger
The following is the authoritative and permanent repository of Jules and Antigravity integrated domain-specific knowledge compiled from Day 0 to the present:1. Native OpenWiki Emulator & Zero-Binary Mandate (Rule 27)
- Concept: To eliminate external Node.js-based dependency bloat, elevated privilege requirements (UAC elevation hangs), and third-party API limits, all wiki and documentation compilation tasks are handled by a native Python CLI utility.
- Implementation: Managed in
tools/openwiki_emulator.py, run natively usinguv run --with pyyaml python tools/openwiki_emulator.py. - Planned Pages: Dynamically registers and populates fully OKF-compliant planned wiki pages under
./openwiki/. - Integration: Codified in
AGENTS.mdand.agents/AGENTS.mdas Rule 27.
2. Model Context Protocol (MCP) Server Integration
- Concept: Exposing documentation and repository structures directly to AI assistants for low-latency retrieval.
- Implementation: Located in
tools/mcp/server.pyusingFastMCP. - Capabilities: Integrates the Sovereign Markdown Palace directly into AI environments with sub-millisecond OpenWiki search capabilities.
3. Automated Sitemaps & SEO Asset Generation Workflow
- Concept: Optimising public searchability and multi-platform indexing across GitHub Pages, GitBook, and Read the Docs.
- Implementation: Handled by
tools/generate_sitemaps.pyand governed by a customizableSitemapConfigobject passed to all generator functions. - Validation Gates:
- Automatically builds MkDocs site.
- Parses
site/sitemap.xmlfor GitHub Pages URLs and derives Read the Docs URLs. - Processes
SUMMARY.mdfor GitBook URLs. - Generates fully compliant
sitemap.txt,sitemap.xml, androbots.txtin workspace root,docs/, andsite/directories.
4. Tri-Phasic Cognitive Architecture & Functional Subsystems (Rule 26)
- Concept: Structuring AI cognitive execution based on a Tri-Phasic Mind model to ensure persistent memory alignment and eliminate context decay across ephemeral boundaries.
- Three States:
- Active State (Conscious): Direct interactions and FastMCP operations.
- Twilight State (Subconscious): Linters, pre-commit checks, and token gates (
dsom-token-calculator). - Deep State (Unconscious/Dreaming): EOD consolidation, memory pruning, and palace mapping.
- Documentation: Formally documented in
docs/governance/DSOM-TRI-PHASIC-COGNITIVE-ARCHITECTURE.mdand codified as Rule 26.
5. Downstream Asymmetry & Cross-Agent Honor Mandate (Rule 28)
- Concept: The baseline repo houses the full metacognitive engine, while downstream repositories adopt the minimal 6-pillar footprint (>90% business logic/code).
- Universal Gateway Matrix:
.cursorrules,CLAUDE.md,.github/copilot-instructions.md,AGENTS.md, andtools/install_git_guardrails.pycompel foreign AI agents (Cursor, Claude, Copilot) to strictly honor the DSOM brain.
6. Dual-Path Custom Validator Architecture (Rule 29)
- Concept: Distinguishes between the Guardrails AI Framework (external LLM apps/Pydantic schemas) and the DSOM Native Lightweight Pathway (zero-dependency pure Python classes under
uvfor FastMCP/AST command interception).
7. Agent Plugins 1.0.0 Packaging Standard (Rule 30)
- Concept: Vendor-neutral directory standard (
agent-plugins.org/specification) backed by Google, Amazon, Microsoft, OpenAI, Cursor, and Vercel. - Implementation: Root
plugin.json(placeholder expansion, and.agents/skills/agent-plugin-packager/SKILL.md`.
8. Mintlify MDX Auto-Compiler & One-Way Sync Pipeline (Rule 31)
- Concept: Automatically compiles
docs/and.agents/skills/into Mintlify MDX (docs-source/) and executes a deterministic one-way sync to downstream repos (linuxmalaysia/my-knowledge-brain) under 5 non-negotiable safety guards (Guards AβE). - Implementation: Governed by
tools/build_mintlify_mdx.py,scripts/sync_docs.py,.github/workflows/sync-docs.yml, anddocs/governance/MINTLIFY-ONE-WAY-SYNC-PIPELINE.md.
9. Windows PowerShell 5.1 UTF-8 BOM Script Invariant (Rule 25)
- Concept: Windows PowerShell 5.1 default parser fails with syntax errors when executing non-BOM UTF-8
.ps1scripts that contain Unicode punctuation, smart quotes, em-dashes, or emojis. - Rule: All
.ps1automation scripts intools/must be encoded in UTF-8 with BOM (utf-8-sig) to ensure cross-version compatibility across Windows 10/11 and PowerShell Core.
Historic Code Merges & PRs by Jules
A comprehensive log of all Jules historic PRs, reviews, CodeRabbit comments, and technical resolutions is maintained inside.agents/brain/jules_pr_history.md:
- PR #22: Read the Docs Integration & Validation (
.readthedocs.yaml, Python 3.13). - PR #34: MkDocs Link & Render Validation (negated exclusion
!.agents, symlink mapping). - PyYAML CustomLoader: Solved unquoted timestamp parsing bug by removing implicit timestamp resolvers.
- Atomic Writes: Enforced unique sibling tempfile replacement via
os.replace(). - Windows Test Guardrails: Handled Git symlink text-pointers, CRLF byte fences, and conditional
chmodassertions. - PR #74 & PR #76: Modularised unit test package into
tests/unit/(ansible.py,markdown.py, etc.).
Bidirectional Handover Matrix (Antigravity β· Jules)
Procedural Sync Protocol (SOP)
- Read Joint Skill: Read
.agents/skills/jules-antigravity-sync/SKILL.md(this file). - Read Spatial Registry: Scan
.agents/brain/palace_registry.md. - Walkthrough Inspection: Verify latest
Session Anchorinside.agents/brain/walkthrough.md. - Task Verification: Align on current session duties in
.agents/brain/task.md. - Git Log Reconciliation: Run
git log --oneline -n 10to match brain walkthrough history against Git commits. - Brain Stash Conflict Resolution: When executing
git pull --rebaseresults in stash merge conflicts, perform a constructive merge preserving both agentsβ context. - Strict OKF Frontmatter Invariant: All
.mddocuments must have valid OKF v0.1/v0.2 frontmatter withtopicsplaced immediately afterdescriptioninSKILL.mdfiles.
Deep State of Mind (DSOM) For My AI Protocol | Harisfazillah Jamel (LinuxMalaysia) | 2026-08-22 Standard: UK English | DBP-standard Bahasa Melayu Malaysia (Piawai) | GNU General Public License v3.0