skills/COPILOT_ZEN_ROUTER/SKILL.md
META-MESA: Orthogonal skill taxonomy + intent→skill router for Copilot CLI. THE single skill that tells Copilot which domain skill to load based on task context. Load this FIRST when uncertain which skill to use. Covers all 147 federation skills organized into 9 orthogonal layers. DO NOT load domain skills blindly — route through this.
npx skillsauth add ariffazil/openclaw-workspace COPILOT_ZEN_ROUTERInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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DITEMPA BUKAN DIBERI — One skill to route them all. The mesa above the terrain sees every path.
When you receive a task, check this taxonomy. Each layer lists exact skill names — load ONLY the matching skill(s). Never load more than 5 domain skills at once. The 9 BOOTSTRAP skills are pre-loaded.
These fire at session start via BOOTSTRAP_MANIFEST.json. You already have them.
| # | Skill | Kernel Verb | What It Does |
|---|-------|-------------|--------------|
| 1 | kernel-bind | arif_init | Session governance binding |
| 2 | observe-ground | arif_observe | Evidence before narrative |
| 3 | route-dispatch | arif_route | Right organ for right intent |
| 4 | memory-manage | arif_memory | Memory lifecycle discipline |
| 5 | verify-gate | arif_verify | 4-gate verification |
| 6 | audit-seal | arif_seal | Decision logging + sealing |
| 7 | know-physics | arif_observe | Physical law veto |
| 8 | know-math | arif_verify | Mathematical reasoning |
| 9 | know-language | arif_compose | Linguistic competence |
Load when: judging, sealing, floor-checking, authority questions, constitutional matters.
| Skill | Trigger | Use Case |
|-------|---------|----------|
| ASI-agent-invariants | "is this safe", "check floors", "constitutional" | 10 invariants + 12 governance rules |
| ASI-constitutional-reasoning | "apply F1-F13", "floor check", "governed action" | F1-F13 reasoning before any governed action |
| ASI-mcp-governor | "MCP routing", "tool authority", "governed MCP" | F1-F13 gated MCP routing |
| APEX-humility-godel | "am I overconfident", "confidence check", "Gödel" | Self-critique before SEAL-grade claims |
| APEX-fff-loop-protocol | "audit loop", "FFF loop", "recursive audit" | 5-pass recursive audit sequence |
| APEX-quantum-eureka | "insight", "contradiction", "eureka moment" | Cross-domain synthesis |
| delta-omega-psi-multimodal-cognition | "multimodal", "image + data", "cross-modal" | Δ·Ω·Ψ multimodal cognition rules |
When in doubt between these: Start with ASI-agent-invariants, escalate to ASI-constitutional-reasoning.
Load when: searching web, fetching URLs, grounding claims, observing state.
| Skill | Trigger | Use Case |
|-------|---------|----------|
| AGI-multimodal-bridge | "analyze image + data", "visual + textual evidence" | Multi-modal reasoning bridge |
| FORGE-spatial-grounding | "where am I", "VPS location", "spatial context" | Geo-awareness for CLI operations |
| geox-grounding | "earth evidence", "geo context", "basin" | Geological grounding layer |
| FLAME-router | "route to FLAME", "free-tier model" | FLAME inference routing |
| FLAME-operator | "FLAME health", "FLAME hit rate", "model diagnostics" | FLAME health monitoring |
Tools for SENSE (MCP — no skill needed):
forge_fetch (mode=search) — web search via SearxNGforge_fetch (mode=readable) — URL content extractionbrave_web_search — Brave Search APIarif_observe — kernel sense verbLoad when: reasoning, planning, analyzing, summarizing, binding skills.
| Skill | Trigger | Use Case |
|-------|---------|----------|
| AGI-plan-dag | "multi-step plan", "DAG", "execution graph" | Build execution DAGs with checkpoints |
| AGI-explorer-intelligence | "explore", "hypothesize", "falsify", "verify" | OBSERVE→HYPOTHESIZE→FALSIFY→VERIFY loop |
| ASI-skill-binding | "discover skill", "bind skill", "compose skills" | Cross-organ skill discovery + composition |
| ASI-summarize | "summarize", "condense", "TL;DR" | Summarize long content |
| ASI-context-window-mgr | "context full", "compress", "token budget" | Context window lifecycle management |
| AGI-claude-xml-structured-reasoning | "structured reasoning", "XML boundaries" | XML-tagged structured reasoning |
| AGI-codex-chain-of-thought | "stepwise planning", "chain of thought" | Private stepwise CoT for Codex-style tasks |
| causal555-pywhy | "causal inference", "counterfactual", "do-calculus" | Causal reasoning with PyWhy |
| atlas333-cognitive-geometry | "cognitive geometry", "thought geometry" | Cognitive geometry analysis |
Tools for THINK (MCP — no skill needed):
arif_think — kernel reasoning verb (modes: reason, reflect, verify, plan)sequential-thinking — MCP sequential thinking toolLoad when: git operations, PRs, commits, GitHub workflows.
| Skill | Trigger |
|-------|---------|
| FORGE-github-ops | "git push", "PR", "branch", "clone", "remote" |
| FORGE-github-workflow | "CI/CD", "GitHub Actions", "workflow yaml" |
| FORGE-pr-review | "review PR", "code review", "pull request review" |
| FORGE-pr-governance | "governed PR", "PR governance", "approval gate" |
| FORGE-precommit-review | "pre-commit", "before commit", "commit check" |
| FORGE-precommit-gate | (loaded with precommit-review) |
| code-review | "review this code", "code quality" |
Load when: VPS operations, Docker, infrastructure, service management.
| Skill | Trigger |
|-------|---------|
| FORGE-vps-docker | "Docker", "container", "docker compose", "docker ps" |
| FORGE-vps-runbook | "restart service", "systemctl", "VPS runbook" |
| FORGE-infra-guardian | "Caddy", "SSL", "Cloudflare", "DNS", "tunnel" |
| FORGE-infra-crons | "cron job", "crontab", "scheduled task" |
| FORGE-docker-entropy | "docker cleanup", "orphan container", "docker prune" |
Load when: MCP server/tool work, skill creation/audit.
| Skill | Trigger |
|-------|---------|
| FORGE-mcp-ops | "MCP server", "MCP tool", "MCP transport" |
| FORGE-mcp-lifeguard | "MCP health", "MCP down", "MCP recovery" |
| FORGE-mcp-smoke-test | "test MCP", "MCP probe", "MCP smoke" |
| FORGE-mcp-federation-ops | "federation MCP", "cross-organ MCP" |
| FORGE-mcp-a2a-agentic | "A2A agent", "agent card", "agent mesh" |
| FORGE-fastmcp | "FastMCP", "build MCP server", "Python MCP" |
| FORGE-skill-creator | "create skill", "new skill", "forge skill" |
| FORGE-skill-linter | "lint skill", "skill quality", "skill audit" |
Load when: building/deploying websites, frontend work.
| Skill | Trigger |
|-------|---------|
| FORGE-agentic-web-builder | "deploy site", "site down", "audit pages", "404" |
| FORGE-nextjs-mastery | "Next.js", "React SSR", "Vercel" |
| FORGE-react-spa-discipline | "React", "SPA", "Vite", "frontend app" |
| FORGE-tailwind-tokens | "Tailwind", "CSS tokens", "design system" |
| AGI-web-optimization | "SEO", "llms.txt", "web optimization" |
Load when: secrets, tokens, security scans, injection defense.
| Skill | Trigger |
|-------|---------|
| FORGE-secret-hygiene | "secret leak", "token check", "vault hygiene" |
| FORGE-sct-federation-ingress | "SCT", "session token", "federation ingress" |
Load when: CI pipelines, Docker builds, deployment.
| Skill | Trigger |
|-------|---------|
| FORGE-cicd-docker-deploy | "CI/CD pipeline", "Docker build", "deploy pipeline" |
| FORGE-ci-diagnose | "CI broken", "workflow failed", "GitHub Actions fail" |
Load when: analyzing repos, code quality, developer metrics.
| Skill | Trigger |
|-------|---------|
| FORGE-code-analysis | "analyze repo", "developer metrics", "code quality" |
| FORGE-repo-intelligence | "repo overview", "repository map", "codebase" |
| FORGE-context-compress | "compress output", "large log", "truncate" |
| FORGE-context-compressor | (loaded with context-compress) |
Load when: monitoring, federation health, drift detection.
| Skill | Trigger |
|-------|---------|
| FORGE-route-least-power | "least power", "route optimization" |
| FORGE-verify-runtime | "verify runtime", "runtime check", "SOT check" |
| FORGE-federation-orchestrator | "federation orchestrate", "cross-organ" |
| FORGE-federation-manifest | "federation manifest", "organ manifest" |
| FORGE-telemetry-watchdog | "telemetry", "watchdog", "monitoring" |
| FORGE-model-monitor | "model monitor", "LLM metrics" |
| FORGE-symlink-audit | "symlink audit", "broken links" |
Load when: documentation, README, cross-repo docs.
| Skill | Trigger |
|-------|---------|
| FORGE-readme-truth-check | "README check", "SOT stamp", "doc staleness" |
| FORGE-cross-repo-doc-zen | "cross-repo docs", "doc consistency" |
| FORGE-governance-jsonld | "JSON-LD", "governance context", "linked data" |
Load when: spawning sub-agents, cross-agent work.
| Skill | Trigger |
|-------|---------|
| FORGE-subagent-spawn | "spawn agent", "sub-agent", "parallel agent" |
| FORGE-cross-agent-handoff | "handoff", "transfer task", "delegate" |
| FORGE-onboarding | "onboarding", "new agent setup" |
| FORGE-t3a-binding-matrix | "T3A matrix", "tool binding", "authority matrix" |
Load when: incidents, outages, escalation.
| Skill | Trigger |
|-------|---------|
| FORGE-incident-escalation | "escalate", "incident", "SEV1" |
| FORGE-incident-triage | "triage incident", "assess severity" |
| FORGE-issue-triage | "triage issue", "GitHub issue", "prioritize" |
Load when: database, Redis, Qdrant, Postgres.
| Skill | Trigger |
|-------|---------|
| FORGE-postgres-schema-design | "Postgres schema", "database design", "migration" |
| FORGE-redis-qdrant-integration | "Redis", "Qdrant", "vector store", "cache" |
| FORGE-data-compression | "compress data", "archive", "storage optimization" |
| Skill | Trigger |
|-------|---------|
| FORGE-did-web-identity | "DID", "decentralized identity", "WebID" |
| FORGE-google-workspace | "Google Docs", "Gmail", "Google Drive" |
| FORGE-kimi-code | "Kimi", "Moonshot AI", "Kimi agent" |
| FORGE-grok-profile | "Grok profile", "X AI", "Grok config" |
| FORGE-fastapi-api-builder | "FastAPI", "Python API", "REST endpoint" |
| FORGE-vault999-witness | "VAULT999 witness", "seal chain witness" |
| FORGE-seal-a-close | "seal session", "close session", "session handoff" |
| FORGE-visual-qa-w3 | "visual QA", "screenshot audit", "W3 witness" |
| forge-document-intelligence | "PDF", "OCR", "document scan", "extract text" |
| FORGE-well-boundary-repair | "WELL boundary", "medical boundary" |
| FORGE-telegram-audit | "Telegram audit", "Hermes Telegram" |
| FORGE-mcp-gui | "MCP GUI", "MCP inspector", "MCP UI" |
Load when: sealing, vault operations, session closure.
| Skill | Trigger |
|-------|---------|
| ASI-session-seal-copilot | "seal session", "end session", "handoff" (Copilot specific) |
| ASI-session-seal | "seal session", "end session" (general) |
| audit-seal | "audit seal", "vault seal", "seal receipt" |
| AUDIT-recursive-audit | "audit skills", "skill overlap", "skill portfolio" |
| AUDIT-drift-detector | "check drift", "manifest drift", "registry drift" |
Load when: managing skills, self-audit, improvement cycles.
| Skill | Trigger |
|-------|---------|
| AUDIT-skill-atlas | "skill atlas", "skill inventory", "gap detection" |
| AGI-skill-unification | "skill unity", "skill mesh", "multi-harness skills" |
| RSI-recursive-improvement | "RSI cycle", "self improve", "recursive improve" |
| ASI-drift-watch | "drift watch", "SOT drift", "source drift" |
| ASI-fabrication-prevention | "verify existence", "artifact check", "no fabrication" |
| ASI-observability | "observability", "telemetry", "skill metrics" |
| check-work | "check my work", "verify output" |
| create-skill | "create skill", "bootstrap skill" |
| Skill | Trigger |
|-------|---------|
| geox-grounding | "basin context", "geological evidence" |
| geox-production-cockpit | "GEOX dashboard", "production cockpit" |
Tools (MCP — no skill needed): geox_basin, geox_petrophysics, geox_seismic_*, geox_well_*, geox_prospect, geox_claim, etc.
| Skill | Trigger |
|-------|---------|
| wealth-claim-state | "wealth claim", "capital claim", "financial state" |
Tools (MCP — no skill needed): capital_primitive, capital_health, capital_market, capital_wisdom, etc.
Tools (MCP — no skill needed): well_assess_homeostasis, well_validate_vitality, well_classify_substrate, etc.
Always available, never "loaded" — these are the knowledge floor.
| Skill | Purpose |
|-------|---------|
| knowledge | Federation knowledge substrate |
| docs | Documentation reference |
| runtime | Runtime environment reference |
| scripts | Script reference |
| substrate | Substrate reference |
| reflective | Reflection reference |
Load only when the task explicitly matches these domains.
| Skill | Trigger |
|-------|---------|
| aaa-pdf-voice-protocol | "PDF voice", "voice protocol", "audio PDF" |
| AGI-dream-engine | "dream engine", "memory consolidation", "nightly seal" |
| AGI-emd-decode | "EMD decode", "decode upstream output" |
| AGI-emd-encode | "EMD encode", "encode observation" |
| AGI-emd-metabolize | "EMD metabolize", "memory promotion" |
| AGI-entropy-lock-prime | "entropy lock", "ΔS gate", "entropy reduction" |
| AGI-hermes-system-prompt-voice | "Hermes voice", "system prompt style" |
| AGI-nusantara-substrate | "Nusantara", "cultural dignity", "sovereignty lens" |
| ASI-agentic-architecture | "design agent", "agent architecture" |
| ASI-agentic-governance | "AAA governance design", "AREP declaration" |
| ASI-fabrication-prevention | "no hallucination", "verify before claim" |
| apex-formal-constitution | "formal constitution", "constitutional law" |
| apex_audit_coverage_check | "audit coverage", "test coverage audit" |
| apex_authority_check | "authority check", "who can do this" |
| apex_floor_check | "floor check", "F1-F13 check" |
| apex_reversibility_test | "reversibility", "can we undo" |
| apex_scope_check | "scope check", "blast radius" |
| apex_tool_approval_gate | "tool approval", "register tool" |
| apex_verdict_hold | "HOLD verdict", "pause action" |
| apex_verdict_seal | "SEAL verdict", "approve action" |
| asi_evidence_tier_express | "evidence tier", "evidence classification" |
| asi_intent_hear | "intent hearing", "understand intent" |
| asi_interface_adapt | "interface adaptation", "adapt output" |
| asi_position_contrast | "position contrast", "counter-position" |
| asi_tone_read | "tone reading", "emotional tone" |
| asi_uncertainty_signal | "uncertainty", "confidence interval" |
| causal555-pywhy | "causal inference", "do-calculus" |
| federation-connect-headscale | "Headscale", "Tailscale", "VPN mesh" |
| federation-release-attestation | "release attestation", "deploy attest" |
| HERMES-opencode-protocol | "Hermes OpenCode", "Hermes protocol" |
| KERNEL-trinity-33 | "Trinity 33", "final repo map", "3-axis" |
| warga | "warga", "citizenship", "AAA membership" |
| xauusd-trading | "XAUUSD", "gold trading", "forex" |
| code-review | "code review", "review this" |
| help | "help", "what can I do" |
| imagine | "imagine", "creative", "generate idea" |
1. Is this a BOOTSTRAP function? → Already loaded (L0)
2. Is this about constitutional floors/authority? → L1 GOVERNANCE
3. Is this about observing/searching/gathering? → L2 SENSE
4. Is this about reasoning/planning? → L3 THINK
5. Is this about executing/building? → L4 ACT (sub-route by domain)
6. Is this about sealing/vault/memory? → L5 SEAL
7. Is this about managing skills/self-improvement? → L6 META
8. Is this about a specific organ (GEOX/WEALTH/WELL)? → L7 DOMAIN
9. Is this a niche/specialized domain? → L9 SPECIALIZED
ANTI-PATTERN: Load multiple FORGE skills for one task. Pick the ONE most specific. Example:
FORGE-agentic-web-builder (not infra-guardian + vps-docker + cicd)FORGE-pr-review (not github-ops + precommit + code-review)PANIC RULE: Still unsure? Load AUDIT-skill-atlas — it's the master skill inventory.
harness: copilot-cli are native. Others may still work — test first.DITEMPA BUKAN DIBERI — Forged 2026-07-28 for Copilot CLI as the single meta-mesa routing layer. This skill IS the orthogonal taxonomy. Load it whenever the task spans multiple domains or the right skill is unclear.
testing
OpenClaw edge agent bridge — operational triage, doctor, restart, and A2A bridge routing for the federation edge (Telegram surface). USE WHEN: "openclaw unhealthy", "gateway down", "edge bot not responding", "a2a bridge disconnected", "watchdog tripped", "openclaw doctor", "openclaw restart". NOT for token/security audit — use FORGE-telegram-audit.
tools
Generate images, videos, TTS, voice clone, and music via MiniMax MCP server. Use when user asks to "draw", "generate image", "create picture", "make a photo", "text to image", "image generation".
testing
Single load-bearing constitutional-judgment skill. Routes all F1–F13, verdict, hold, seal, scope, authority and floor-check calls through the live arif_judge surface. Replaces 7 overlapping predecessors (arifos-constitutional-judge, arifos-constitutional-judge, arifos-constitutional-judge, arifos-constitutional-judge, arifos-constitutional-judge, arifos-constitutional-judge, arifos-constitutional-judge).
development
MANDATORY LSP grounding gate BEFORE any code mutation on .ts, .py, .js, .tsx, .jsx files. Forces the agent to read real-time compiler diagnostics and structural project context before editing — eliminating blind guesses and anchoring every mutation in F2 (TRUTH). Routes through arifOS kernel (:8088) for centralized gate logic.