Use for production-code PRs ($PROJECT_ROOT/**, gates, ZFC). Requires full GitHub URL to governing roadmap/design doc and a `br` bead ID in the body.
Use when making any "X is enabled" / "feature X works" / "cache works" claim in a running session — requires runtime probe output from the standard harness startup path, NOT a…
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured opt — from…
Run disk usage analysis and cleanup preview on the local Mac. Always validate snapshot coverage before quoting. Never delete without user approval.
Guide and workflow for WorldArchitect.AI MCP Server Usage. Use when you need WorldArchitect.AI MCP Server Usage.
Set up GitHub Actions org-level self-hosted runners on a fresh macOS machine using Docker containers (myoung34/github-runner).
Dark Factory spec workflow (/factory-spec, /fs): create a reviewed spec via the spec_gen pipeline, review an existing spec, or display the pipeline node graphs — spec-review…
Run breadth-first research on a topic and optionally ingest results into the local LLM wiki.
Use at the start of bug-fix/feature sessions. State primary deliverable (file + behavior) before code; time-box CI gate work to 30 min.
Diagnose local OpenClaw gateway model routing, runtime status, and WorldArchitect integration.
Guide and workflow for File Justification Protocol. Use when you need File Justification Protocol.
Best practices and automation helpers for creating and maintaining high-quality pull requests
Use when editing GitHub Actions in private repos. Requires self-hosted runners; flags ubuntu-latest as policy drift unless explicitly approved.
Use when supervising the level-up ZFC migration loop in this repo, especially when the cleanup-first roadmap is drifting, AO workers need steering, or PR sequencing must stay…
Checklist for dispatching AO workers — python venv, commit discipline, branch drift, and post-push CodeRabbit verification
Autonomous improvement loop for AO + Antigravity — observe, measure, diagnose, fix, repeat. Targets zero-touch rate as quality metric.
Standardize br bead follow-ups for PR reviews and code reviews so each bead includes exact implementation instructions, API/function signatures, and acceptance criteria.
Always check ~/.bashrc for credentials, API keys, passwords, and configuration values before asking user
Diagnose and fix MiniMax 401 auth errors in AO workers — the root cause is always a redacted or invalid MINIMAX_API_KEY, not the model name.
Run a Shadow Execution Gate for high-risk changes using isolated replay, objective evidence, and promotion criteria
TDD-driven evidence workflow for generating authoritative failure/fix proof in PRs.
Guide and workflow for Firebase Production Campaign Database Access. Use when you need Firebase Production Campaign Database Access.
skill to programmatically dismiss macOS keychain prompts and debug headless keyring access issues
Pairv2 implementation philosophy: LLM-decided outcomes, fail-soft file handling, and evidence-first promotion
Run the Dark Factory DOT pipeline runner against a goal. Slash command: /factory. Implements StrongDM's Attractor pattern as an external Python runner — .dot files are the…
OpenClaw agent model configs — which work, which are broken/quota-limited, and how to switch
Document both INPUT and OUTPUT JSON schemas for LLM-driven features to prevent data flow confusion
Validate that level-up flows are complete, auto-selected, editable, and evidenced with real LevelUpAgent output.
Multi-source conversation history search across Claude Code, Codex, and Hermes — runs all three in parallel.
Audit automation job runs, logs, PR processing metrics, and AI-authored remote commits.
Canonical /repro workflow for copy+targeted bug repro, twin clones, evidence exports, same-symptom verdicts, and red/green provenance.
Guide and workflow for Git Branch Tracking & PR Workflow. Use when you need Git Branch Tracking & PR Workflow.
Guide and workflow for Browser Testing with OCR Validation. Use when you need Browser Testing with OCR Validation.
Record captioned browser/UI evidence videos, upload to GitHub PR attachments, and link sanitized artifacts in a self-contained gist
Guide and workflow for Claude Code Schema Validation & Testing. Use when you need Claude Code Schema Validation & Testing.
Guide and workflow for Gemini 3 API (google-genai) - Usage Notes. Use when you need Gemini 3 API (google-genai) - Usage Notes.
Analyze conversation and git history to find gaps where cold reviews (codex, Bugbot, CodeRabbit, /reviewdeep) caught issues that dark-factory in-pipeline reviewer nodes missed.
Use when adding/troubleshooting MCP servers. Installs to stable paths (npm -g, uvx, uv tool); updates ~/.config/mcp-daemon/start-mcp-daemons.sh for HTTP MCPs.
Guide and workflow for Dice Real-Mode Tests (MCP). Use when you need Dice Real-Mode Tests (MCP).
Guide for WorldArchitect.AI GCP Cloud Run deployment and service management; use for deploys and service lookup.
Use when proving, rejecting, or deleting backend adjustment registry entries with real LLM evidence and independent disabled-adjustment worktrees.
Codex-native AO evolve loop. Run a deterministic local observe/measure cycle, then optionally delegate targeted fixes via /claw using the canonical evolve-loop skill.
ZFC Level-Up architecture alignment — file boundaries, API contracts, pre-flight checks, and milestone status. Read this BEFORE any level-up/rewards/XP code change.
Maintain Claude Code settings, hooks, and agent config formats; use when editing or validating settings.json or hooks.
Pre-flight checklist for self-hosted runner failures. Use when investigating low disk, missing runner, or stuck Green Gate on the jleechanorg/worldarchitect.ai fleet.
Run disk usage diagnostics, growth history logs, and automated cache/temp cleanup on development machines.
Measure zero-touch and one-touch rates from merged PRs — run in evolve loop cycles
Use for PRs scoped to deletion. Net production LOC must be ≤0; PR lifecycle time-boxed at 30 min; document, do not substitute, the deletion.
Why ~/.local/share/worldarchitect-runners/ is a runtime mirror, not the source — and how to sync changes correctly.
Use when installing/modifying any ~/Library/LaunchAgents plist. Requires template in repo that owns the job; @HOME@ placeholders; install-launchagents.sh cleanup.
Override the model an `ao spawn` worker uses (e.g. force claude-sonnet-4-6 instead of the project default of wafer.ai/GLM-5.1) WITHOUT mutating ~/.hermes/agent-orchestrator.yaml.
Run /copilot PR processing with ACTION_ACCOUNTABILITY outputs and optional /pair escalation for high-severity clusters.
When asked to verify whether a Claude Code feature works (especially slash commands, dialogs, pickers, status indicators), spawn a real interactive TUI session in cmux — never use…
Record captioned terminal evidence videos and publish them as GitHub PR attachments with portable, sanitized outputs
Use when writing PR descriptions. Enforces 6 sections in order: Background, Goals, Tenets, High-level description, Testing, Low-level details.
Define and run skeptic exit criteria for non-trivial tasks — independent verification agent with inverted incentive to find gaps
Use when you have a written implementation plan to execute in a separate session with review checkpoints — from jleechanorg/claude-commands
Set up and use the Symphony launchd daemon in repositories that include orchestration/symphony_overlay/daemon.
Use BEFORE `mv`/`rm -rf` on any directory. Verifies pwd does not match target; session cwd cannot recover once its directory is gone.
Use Claude Code to control Google Antigravity IDE on macOS via Peekaboo. Explicitly supports targeting either the Agent Manager window or the Editor window (worktree/editor…