skill-arbiter

Category: Testing & Security | Uploader: grtninja | Downloads: 0 | Version: v1.0（Latest）

Run the local NullClaw host security app for skill governance, curated-source discovery, guarded threat suppression, and self-governance on Windows hosts.

Changelog: Source: GitHub https://github.com/grtninja/skill-arbiter

Directory Structure

Current level: Root

📁 .githooks/
- 📄 pre-commit 93 B
📁 .github/
- 📁 ISSUE_TEMPLATE/
  - 📄 bug_report.yml 898 B
  - 📄 config.yml 28 B
  - 📄 feature_request.yml 669 B
- 📁 workflows/
  - 📄 ci.yml 923 B
  - 📄 secret-scan.yml 433 B
- 📄 dependabot.yml 118 B
- 📄 pull_request_template.md 1.9 KB
📁 agents/
- 📄 openai.yaml 225 B
📁 apps/
- 📁 nullclaw-desktop/
  - 📁 assets/
    
    📄 skill_arbiter_ntm_v4.ico 72.8 KB
    
    📄 skill_arbiter_ntm_v4.png 20.2 KB
  - 📁 ui/
    
    📄 app.js 36.2 KB
    
    📄 index.html 20.4 KB
    
    📄 styles.css 11.3 KB
📁 docs/
- 📁 images/
  - 📄 skill-arbiter-security-console-public-preview.png 874.6 KB
- 📄 PROJECT_SCOPE.md 2.5 KB
- 📄 SCOPE_TRACKER.md 4.0 KB
📁 references/
- 📄 complete-activated-skill-chains-lean.md 12.6 KB
- 📄 complete-activated-skill-chains.md 25.3 KB
- 📄 default-skill-system.md 1.6 KB
- 📄 OPEN_DIFF_RECONCILIATION_2026-03-09.md 5.1 KB
- 📄 OPENCLAW_NULLCLAW_THREAT_MATRIX_2026-03-11.md 4.4 KB
- 📄 publish-notes.md 2.2 KB
- 📄 recommended-skill-portfolio.md 4.4 KB
- 📄 skill-catalog.md 24.5 KB
- 📄 skill-progression.md 2.0 KB
- 📄 skill-vetting-report.md 9.3 KB
- 📄 third-party-skill-attribution.md 7.3 KB
- 📄 usage-chaining-multitasking.md 1.8 KB
- 📄 vscode-skill-handling.md 2.1 KB
📁 scripts/
- 📄 __init__.py 45 B
- 📄 arbitrate_skills.py 20.9 KB
- 📄 check_private_data_policy.py 1.4 KB
- 📄 check_public_release.py 499 B
- 📄 check_release_hygiene.py 6.7 KB
- 📄 generate_skill_catalog.py 4.2 KB
- 📄 generate_skill_vetting_report.py 3.4 KB
- 📄 generate_third_party_attribution.py 8.7 KB
- 📄 install_local_hooks.sh 160 B
- 📄 install_security_console_shortcut.ps1 1.3 KB
- 📄 launch_security_console.vbs 594 B
- 📄 nullclaw_agent.py 834 B
- 📄 nullclaw_desktop.py 3.5 KB
- 📄 prepare_release.py 6.7 KB
- 📄 skill_chain_audit.py 20.7 KB
- 📄 skill_chain_lean_pack.py 6.5 KB
- 📄 skill_game.py 15.2 KB
- 📄 start_security_console.ps1 1.1 KB
- 📄 stop_security_console.ps1 673 B
- 📄 supply_chain_guard.py 14.0 KB
📁 skill-candidates/
- 📁 1password/
  - 📁 agents/
    
    📄 openai.yaml 342 B
  - 📁 references/
    
    📄 cli-examples.md 720 B
    
    📄 get-started.md 994 B
  - 📄 SKILL.md 2.2 KB
- 📁 acp-router/
  - 📁 agents/
    
    📄 openai.yaml 341 B
  - 📄 SKILL.md 7.8 KB
- 📁 apple-notes/
  - 📁 agents/
    
    📄 openai.yaml 344 B
  - 📄 SKILL.md 1.8 KB
- 📁 apple-reminders/
  - 📁 agents/
    
    📄 openai.yaml 348 B
  - 📄 SKILL.md 2.8 KB
- 📁 bear-notes/
  - 📁 agents/
    
    📄 openai.yaml 245 B
  - 📄 SKILL.md 2.4 KB
- 📁 blender-vrm-visible-fit/
  - 📁 agents/
    
    📄 openai.yaml 269 B
  - 📁 references/
    
    📄 open-source-tooling.md 347 B
    
    📄 visible-fit-checklist.md 613 B
  - 📁 scripts/
    
    📄 checkpoint_state.py 1.2 KB
  - 📄 SKILL.md 1.6 KB
- 📁 blogwatcher/
  - 📁 agents/
    
    📄 openai.yaml 281 B
  - 📄 SKILL.md 1.1 KB
- 📁 blucli/
  - 📁 agents/
    
    📄 openai.yaml 253 B
  - 📄 SKILL.md 807 B
- 📁 bluebubbles/
  - 📁 agents/
    
    📄 openai.yaml 343 B
  - 📄 SKILL.md 3.1 KB
- 📁 camsnap/
  - 📁 agents/
    
    📄 openai.yaml 227 B
  - 📄 SKILL.md 880 B
- 📁 canvas/
  - 📁 agents/
    
    📄 openai.yaml 219 B
  - 📄 SKILL.md 5.7 KB
- 📁 clawhub/
  - 📁 agents/
    
    📄 openai.yaml 340 B
  - 📄 SKILL.md 1.4 KB
- 📁 code-gap-sweeping/
  - 📁 agents/
    
    📄 openai.yaml 296 B
  - 📁 references/
    
    📄 gap-rubric.md 1.3 KB
    
    📄 repo-family-pipeline.md 1.9 KB
  - 📁 scripts/
    
    📄 code_gap_sweep.py 16.2 KB
    
    📄 repo_family_pipeline.py 18.1 KB
  - 📄 SKILL.md 3.9 KB
- 📁 coding-agent/
  - 📁 agents/
    
    📄 openai.yaml 345 B
  - 📄 SKILL.md 10.8 KB
- 📁 desktop-startup-acceptance/
  - 📁 agents/
    
    📄 openai.yaml 348 B
  - 📄 SKILL.md 1.9 KB
- 📁 diffs/
  - 📁 agents/
    
    📄 openai.yaml 327 B
  - 📄 SKILL.md 1.5 KB
- 📁 discord/
  - 📁 agents/
    
    📄 openai.yaml 233 B
  - 📄 SKILL.md 3.4 KB
- 📁 docs-alignment-lock/
  - 📁 agents/
    
    📄 openai.yaml 301 B
  - 📁 references/
    
    📄 docs-alignment-checklist.md 720 B
  - 📄 SKILL.md 2.3 KB
- 📁 eightctl/
  - 📁 agents/
    
    📄 openai.yaml 265 B
  - 📄 SKILL.md 860 B
- 📁 feishu-doc/
  - 📁 agents/
    
    📄 openai.yaml 139 B
  - 📁 references/
    
    📄 block-types.md 5.3 KB
  - 📄 SKILL.md 4.5 KB
- 📁 feishu-drive/
  - 📁 agents/
    
    📄 openai.yaml 143 B
  - 📄 SKILL.md 2.4 KB
- 📁 feishu-perm/
  - 📁 agents/
    
    📄 openai.yaml 141 B
  - 📄 SKILL.md 2.5 KB
- 📁 feishu-wiki/
  - 📁 agents/
    
    📄 openai.yaml 141 B
  - 📄 SKILL.md 2.2 KB
- 📁 gemini/
  - 📁 agents/
    
    📄 openai.yaml 239 B
  - 📄 SKILL.md 731 B
- 📁 gh-issues/
  - 📁 agents/
    
    📄 openai.yaml 342 B
  - 📄 SKILL.md 33.6 KB
- 📁 gifgrep/
  - 📁 agents/
    
    📄 openai.yaml 288 B
  - 📄 SKILL.md 1.7 KB
- 📁 github/
  - 📁 agents/
    
    📄 openai.yaml 339 B
  - 📄 SKILL.md 3.7 KB
- 📁 gog/
  - 📁 agents/
    
    📄 openai.yaml 275 B
  - 📄 SKILL.md 4.3 KB
- 📁 goplaces/
  - 📁 agents/
    
    📄 openai.yaml 341 B
  - 📄 SKILL.md 1.2 KB
- 📁 healthcheck/
  - 📁 agents/
    
    📄 openai.yaml 344 B
  - 📄 SKILL.md 10.5 KB
- 📁 heterogeneous-stack-validation/
  - 📁 agents/
    
    📄 openai.yaml 346 B
  - 📁 references/
    
    📄 validation-contract.md 1.2 KB
  - 📄 SKILL.md 2.9 KB
- 📁 himalaya/
  - 📁 agents/
    
    📄 openai.yaml 341 B
  - 📁 references/
    
    📄 configuration.md 4.0 KB
    
    📄 message-composition.md 3.7 KB
  - 📄 SKILL.md 4.3 KB
- 📁 imsg/
  - 📁 agents/
    
    📄 openai.yaml 286 B
  - 📄 SKILL.md 2.7 KB
- 📁 lobster/
  - 📁 agents/
    
    📄 openai.yaml 223 B
  - 📁 src/
    
    📄 lobster-tool.test.ts 8.9 KB
    
    📄 lobster-tool.ts 7.6 KB
    
    📄 test-helpers.ts 1.2 KB
    
    📄 windows-spawn.test.ts 4.4 KB
    
    📄 windows-spawn.ts 881 B
  - 📄 index.ts 450 B
  - 📄 openclaw.plugin.json 212 B
  - 📄 package.json 294 B
  - 📄 README.md 2.2 KB
  - 📄 SKILL.md 2.9 KB
- 📁 local-compute-usage/
  - 📁 agents/
    
    📄 openai.yaml 270 B
  - 📁 references/
    
    📄 local-first-checklist.md 2.2 KB
  - 📁 scripts/
    
    📄 local_compute_preflight.py 11.1 KB
  - 📄 SKILL.md 3.5 KB
- 📁 mcporter/
  - 📁 agents/
    
    📄 openai.yaml 341 B
  - 📄 SKILL.md 1.4 KB
- 📁 model-usage/
  - 📁 agents/
    
    📄 openai.yaml 216 B
  - 📁 references/
    
    📄 codexbar-cli.md 333 B
  - 📁 scripts/
    
    📄 model_usage.py 10.1 KB
  - 📄 SKILL.md 1.5 KB
- 📁 multitask-orchestrator/
  - 📁 agents/
    
    📄 openai.yaml 289 B
  - 📁 references/
    
    📄 lane-contract.md 677 B
  - 📄 SKILL.md 1.9 KB
- 📁 nano-banana-pro/
  - 📁 agents/
    
    📄 openai.yaml 277 B
  - 📁 scripts/
    
    📄 generate_image.py 6.4 KB
  - 📄 SKILL.md 1.3 KB
- 📁 nano-pdf/
  - 📁 agents/
    
    📄 openai.yaml 269 B
  - 📄 SKILL.md 744 B
- 📁 notion/
  - 📁 agents/
    
    📄 openai.yaml 261 B
  - 📄 SKILL.md 5.1 KB
- 📁 obsidian/
  - 📁 agents/
    
    📄 openai.yaml 290 B
  - 📄 SKILL.md 2.2 KB
- 📁 openai-image-gen/
  - 📁 agents/
    
    📄 openai.yaml 317 B
  - 📁 scripts/
    
    📄 gen.py 7.9 KB
    
    📄 test_gen.py 1.7 KB
  - 📄 SKILL.md 3.0 KB
- 📁 openai-whisper/
  - 📁 agents/
    
    📄 openai.yaml 255 B
  - 📄 SKILL.md 685 B
- 📁 openai-whisper-api/
  - 📁 agents/
    
    📄 openai.yaml 279 B
  - 📁 scripts/
    
    📄 transcribe.sh 1.4 KB
  - 📄 SKILL.md 1.1 KB
- 📁 openhue/
  - 📁 agents/
    
    📄 openai.yaml 247 B
  - 📄 SKILL.md 2.2 KB
- 📁 oracle/
  - 📁 agents/
    
    📄 openai.yaml 321 B
  - 📄 SKILL.md 4.8 KB
- 📁 ordercli/
  - 📁 agents/
    
    📄 openai.yaml 293 B
  - 📄 SKILL.md 1.9 KB
- 📁 peekaboo/
  - 📁 agents/
    
    📄 openai.yaml 237 B
  - 📄 SKILL.md 5.6 KB
- 📁 playwright-edge-preference/
  - 📁 agents/
    
    📄 openai.yaml 328 B
  - 📁 references/
    
    📄 edge-commands.md 1.2 KB
  - 📄 SKILL.md 2.2 KB
- 📁 playwright-safe/
  - 📁 agents/
    
    📄 openai.yaml 260 B
  - 📁 references/
    
    📄 no-churn-rules.md 424 B
  - 📁 scripts/
    
    📄 playwright_safe_preflight.py 3.4 KB
  - 📄 SKILL.md 1.9 KB
- 📁 prose/
  - 📁 agents/
    
    📄 openai.yaml 334 B
  - 📁 alts/
    
    📄 arabian-nights.md 9.9 KB
    
    📄 borges.md 11.3 KB
    
    📄 folk.md 9.9 KB
    
    📄 homer.md 9.4 KB
    
    📄 kafka.md 10.9 KB
  - 📁 examples/
    
    📁 roadmap/
    
    📁 syntax/
    
    📄 open-prose-syntax.prose 5.2 KB
    
    📄 iterative-refinement.prose 464 B
    
    📄 parallel-review.prose 522 B
    
    📄 README.md 960 B
    
    📄 simple-pipeline.prose 389 B
    
    📄 01-hello-world.prose 118 B
    
    📄 02-research-and-summarize.prose 355 B
    
    📄 03-code-review.prose 821 B
    
    📄 04-write-and-refine.prose 643 B
    
    📄 05-debug-issue.prose 738 B
    
    📄 06-explain-codebase.prose 786 B
    
    📄 07-refactor.prose 830 B
    
    📄 08-blog-post.prose 840 B
    
    📄 09-research-with-agents.prose 890 B
    
    📄 10-code-review-agents.prose 1.0 KB
    
    📄 11-skills-and-imports.prose 888 B
    
    📄 12-secure-agent-permissions.prose 1.2 KB
    
    📄 13-variables-and-context.prose 1.9 KB
    
    📄 14-composition-blocks.prose 1.1 KB
    
    📄 15-inline-sequences.prose 647 B
    
    📄 16-parallel-reviews.prose 536 B
    
    📄 17-parallel-research.prose 565 B
    
    📄 18-mixed-parallel-sequential.prose 774 B
    
    📄 19-advanced-parallel.prose 2.3 KB
    
    📄 20-fixed-loops.prose 670 B
    
    📄 21-pipeline-operations.prose 1.2 KB
    
    📄 22-error-handling.prose 1.3 KB
    
    📄 23-retry-with-backoff.prose 1.5 KB
    
    📄 24-choice-blocks.prose 2.9 KB
    
    📄 25-conditionals.prose 3.0 KB
    
    📄 26-parameterized-blocks.prose 3.1 KB
    
    📄 27-string-interpolation.prose 3.2 KB
    
    📄 28-automated-pr-review.prose 1.4 KB
    
    📄 28-gas-town.prose 47.8 KB
    
    📄 29-captains-chair.prose 7.7 KB
    
    📄 30-captains-chair-simple.prose 1.3 KB
    
    📄 31-captains-chair-with-memory.prose 4.9 KB
    
    📄 33-pr-review-autofix.prose 4.4 KB
    
    📄 34-content-pipeline.prose 5.2 KB
    
    📄 35-feature-factory.prose 7.7 KB
    
    📄 36-bug-hunter.prose 6.2 KB
    
    📄 37-the-forge.prose 36.9 KB
    
    📄 38-skill-scan.prose 16.4 KB
    
    📄 39-architect-by-simulation.prose 9.3 KB
    
    📄 40-rlm-self-refine.prose 752 B
    
    📄 41-rlm-divide-conquer.prose 917 B
    
    📄 42-rlm-filter-recurse.prose 1.2 KB
    
    📄 43-rlm-pairwise.prose 1.2 KB
    
    📄 44-run-endpoint-ux-test.prose 8.2 KB
    
    📄 45-plugin-release.prose 4.5 KB
    
    📄 45-run-endpoint-ux-test-with-remediation.prose 18.9 KB
    
    📄 46-run-endpoint-ux-test-fast.prose 4.9 KB
    
    📄 46-workflow-crystallizer.prose 7.9 KB
    
    📄 47-language-self-improvement.prose 10.6 KB
    
    📄 48-habit-miner.prose 13.3 KB
    
    📄 49-prose-run-retrospective.prose 6.5 KB
    
    📄 README.md 14.2 KB
  - 📁 guidance/
    
    📄 antipatterns.md 23.2 KB
    
    📄 patterns.md 20.2 KB
    
    📄 system-prompt.md 7.2 KB
  - 📁 lib/
    
    📄 calibrator.prose 5.9 KB
    
    📄 cost-analyzer.prose 4.8 KB
    
    📄 error-forensics.prose 6.5 KB
    
    📄 inspector.prose 5.3 KB
    
    📄 profiler.prose 14.7 KB
    
    📄 program-improver.prose 7.6 KB
    
    📄 project-memory.prose 3.5 KB
    
    📄 README.md 4.3 KB
    
    📄 user-memory.prose 2.7 KB
    
    📄 vm-improver.prose 6.6 KB
  - 📁 primitives/
    
    📄 session.md 18.2 KB
  - 📁 state/
    
    📄 filesystem.md 12.6 KB
    
    📄 in-context.md 12.6 KB
    
    📄 postgres.md 33.0 KB
    
    📄 sqlite.md 20.9 KB
  - 📄 alt-borges.md 7.0 KB
  - 📄 compiler.md 80.9 KB
  - 📄 help.md 6.6 KB
  - 📄 LICENSE 1.0 KB
  - 📄 prose.md 35.5 KB
  - 📄 SKILL.md 15.4 KB
- 📁 repo-a-coordinator-smoke/
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    📄 openai.yaml 246 B
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    📄 smoke-signals.md 270 B
  - 📄 SKILL.md 2.4 KB
- 📁 repo-a-host-admin-ops/
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    📄 openai.yaml 318 B
  - 📄 SKILL.md 2.0 KB
- 📁 repo-a-policy-selftest-gate/
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    📄 openai.yaml 250 B
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    📄 gate-checklist.md 306 B
  - 📄 SKILL.md 1.6 KB
- 📁 repo-a-telemetry-kv-guard/
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    📄 openai.yaml 282 B
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    📄 privacy-kv-checks.md 291 B
  - 📄 SKILL.md 1.7 KB
- 📁 repo-b-agent-bridge-safety/
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    📄 openai.yaml 257 B
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    📄 bridge-safety-checklist.md 329 B
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- 📁 repo-b-avatarcore-ops/
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    📄 openai.yaml 293 B
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    📄 avatarcore-checklist.md 1.0 KB
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- 📁 repo-b-comfy-amuse-capcut-pipeline/
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    📄 openai.yaml 304 B
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    📄 pipeline-contract.md 875 B
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    📄 comfy_media_pipeline_check.py 6.4 KB
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- 📁 repo-b-control-center-ops/
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    📄 openai.yaml 261 B
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    📄 control-center-endpoints.md 761 B
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- 📁 repo-b-hardware-first/
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    📄 openai.yaml 267 B
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    📄 strict-commands.md 527 B
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- 📁 repo-b-local-bridge-orchestrator/
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    📄 openai.yaml 379 B
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    📁 tests/
    
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    📄 test_local_bridge_orchestrator.py 4.1 KB
    
    📄 test_local_bridge_validate.py 5.6 KB
    
    📁 tools/
    
    📄 local_bridge_orchestrator.example.env 567 B
    
    📄 local_bridge_orchestrator.py 20.4 KB
    
    📄 local_bridge_validate.py 11.4 KB
  - 📁 references/
    
    📄 mx3-phase2-roadmap.md 1.2 KB
    
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- 📁 repo-b-local-comfy-orchestrator/
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    📄 openai.yaml 293 B
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    📄 test_local_comfy_orchestrator.py 10.0 KB
    
    📄 test_local_comfy_validate.py 6.0 KB
    
    📁 tools/
    
    📄 local_comfy_orchestrator.example.env 591 B
    
    📄 local_comfy_orchestrator.py 15.0 KB
    
    📄 local_comfy_validate.py 15.9 KB
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    📄 orchestrator-workflow.md 1.8 KB
    
    📄 phase2-prompt-lifecycle-roadmap.md 1.2 KB
    
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- 📁 repo-b-mass-index-ops/
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    📄 openai.yaml 231 B
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    📄 presets.md 575 B
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- 📁 repo-b-mcp-comfy-bridge/
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    📄 openai.yaml 363 B
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    📄 mcp-comfy-checklist.md 574 B
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- 📁 repo-b-mx3-router-contracts/
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    📄 openai.yaml 277 B
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    📄 router-contract-checklist.md 719 B
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- 📁 repo-b-preflight-doc-sync/
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    📄 openai.yaml 255 B
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    📄 pr-gate-checklist.md 287 B
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- 📁 repo-b-starframe-ops/
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    📄 starframe-checklist.md 1.4 KB
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- 📁 repo-b-thin-waist-routing/
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    📄 openai.yaml 259 B
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- 📁 repo-b-wsl-hybrid-ops/
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    📄 openai.yaml 249 B
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    📄 hybrid-boundaries.md 289 B
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- 📁 repo-c-boundary-governance/
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    📄 openai.yaml 240 B
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    📄 boundary-checks.md 266 B
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SKILL.md

---
name: skill-arbiter
description: Run the local NullClaw host security app for skill governance, curated-source discovery, guarded threat suppression, and self-governance on Windows hosts.
---

# Skill Arbiter

Use this skill when the work requires:

- live skill inventory and source reconciliation
- OpenClaw / NullClaw source-risk review
- VS Code/Codex built-in baseline drift checks
- Codex app / VS Code / GitHub Copilot instruction-surface interop checks
- local Codex config and loopback LM Studio advisor checks
- stale or untracked Python detection
- quarantine/admission decisions
- public-shape privacy validation
- self-governance of this repo and its release artifacts
- ownership/legitimacy vetting for installed, candidate, and official baseline skills

## Run

Open the desktop app:

```bash
python scripts/nullclaw_desktop.py
```

Run the local loopback agent without the desktop shell:

```bash
python scripts/nullclaw_agent.py
```

Refresh the machine-generated catalog:

```bash
python scripts/generate_skill_catalog.py
```

Run the public-shape gate:

```bash
python scripts/check_private_data_policy.py
```

Run the public-release gate:

```bash
python scripts/check_public_release.py
```

## Behavior

1. Open the desktop shell first.
2. Attach or start the loopback agent.
3. Run privacy and self-governance checks.
4. Refresh the full skill/source inventory.
5. Surface the layered operator flow: startup, critical queue, active finding, mitigation, then evidence layers.
6. Keep destructive actions operator-confirmed.
7. Keep audit events in local state, not repo-tracked files.
8. Use a loopback LM Studio coding model for short coding-security guidance, preferring local Qwen when available.
9. Surface public support and security links as copy-only actions, not browser launches.

## Local advisor

Default local advisor configuration:

```bash
$env:NULLCLAW_AGENT_BASE_URL="http://127.0.0.1:9000/v1"
$env:NULLCLAW_AGENT_MODEL="auto"
$env:NULLCLAW_AGENT_ENABLE_LLM="1"
```

The advisor must remain local-only by default. Any loopback LM Studio coding model is allowed; small local Qwen models are preferred when they are present.

## Guardrails

- Do not launch an external browser as part of the normal app flow.
- Do not auto-install from unvetted third-party sources.
- Do not publish raw host evidence into repo-tracked files.
- Do not disable built-in VS Code/Codex skills to make overlays work.

## Related references

- `BOUNDARIES.md`
- `SECURITY.md`
- `references/skill-catalog.md`
- `references/skill-vetting-report.md`
- `references/vscode-skill-handling.md`
- `references/usage-chaining-multitasking.md`
- `references/OPENCLAW_NULLCLAW_THREAT_MATRIX_2026-03-11.md`

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