memory-why
Show why a memory recall returned what it did -- BM25 vs vector vs hybrid provenance.
A command is the one you type. It runs exactly when you ask it to, and never before.
1,879 commands across 626 plugins.
Show why a memory recall returned what it did -- BM25 vs vector vs hybrid provenance.
Show IJFW token / cost / session metrics over a time window. Reads .ijfw/metrics/sessions.jsonl via the ijfw_metrics MCP tool.
Consult fresh Claude subagent for unbiased perspective on code problems. Use when stuck in mental rut, need quick second opinion, or want free alternative to…
Consult OpenAI Codex (GPT 5.2) for repo-aware code analysis and OpenAI reasoning. Use when need general code review, refactoring suggestions, or different AI…
Consult Google Gemini 3 Pro for second opinion with web research, extended thinking, and grounding. Use when need latest docs, architectural decisions, or…
Signed gate-exception registry — replace ad-hoc --admin / --no-verify bypasses with an auditable, signed, expiring record (who · why · gate · scope · expiry).…
Generate EVAL-*.md test cases for an agent from its prompt. Usage: /gen-evals <agent-name> [--count N]
Governance metrics — measure whether the gates actually work. Block rate, override/waiver rate, false-block proxy, R1-textual vs R2-mechanical share, and…
Cross-AI plan convergence loop — replan with review feedback until no HIGH concerns remain (max 3 cycles)
Power-user configuration — plan bounce, timeouts, branch templates, cross-AI execution, runtime knobs
Configure third-party API keys, code-review CLI routing, and agent-skill injection
Get summary of recent phishing and training campaigns from KnowBe4
Capacity forecast for cloud resources, scoped to a resource type or covering everything connected
Delegate a coding, debugging or implementation task to the Antigravity CLI (agy) subagent
Quick single-shot web research with agy at chosen intensity (low/medium/high) → docs/agy/research/. For fast lookups and lightweight source-gathering. When a…
Send the current git diff to Antigravity (agy) for code review. Optional focus text to steer the review.
Implement tasks from an OpenSpec change (Experimental)
Archive a completed change in the experimental workflow
Enter explore mode - think through ideas, investigate problems, clarify requirements
Full Unity-aware code review — checks serialization safety, performance, architecture, and Unity-specific pitfalls.
Build or modify a Unity scene entirely via MCP — GameObjects, hierarchy, lighting, cameras, physics layers.
Restore a named session snapshot into the live .claude/state/session.json so the next SessionStart picks it up.
**Debug/Expert Command** - Manually merge parallel development tracks.
**Debug/Expert Command** - Manually clean up development track worktrees.
**Project context:** Values in angle brackets below (e.g. `<scheme>`, `<JIRA_KEY>`, `<flag-key-enum>`) are resolved at runtime — detect them from the project…
Create semantic commits split into stacked upstream PRs under 600 lines each
**Project context:** Values in angle brackets below (e.g. `<scheme>`, `<JIRA_KEY>`, `<flag-key-enum>`) are resolved at runtime — detect them from the project…
Create a comprehensive metrics dashboard layout. Implement responsive grid using Bootstrap with metric cards and charts. Add KPI cards showing key metrics with…
Set up Azure Table Storage with complete data layer implementation.
Set up PostgreSQL database with Prisma ORM and complete data layer.
This command fetches all open pull requests using GitHub CLI, then creates a git worktree for each PR's branch in the `./tree/<BRANCH_NAME>` directory.
Comprehensive deployment monitoring with observability, alerting, health checks, and performance tracking
Generate comprehensive API documentation from code with interactive examples and testing capabilities
Clinical study design. Select and classify endpoints, estimate sample size / power (means / proportions / survival), and score a study plan for a GO /…
Top-level Commercial router. Routes the inquiry to one of seven Commercial sub-skills (pricing, deal, partner, channel, policy, RFP, forecast) and returns a…
Forward bookings / billings / ARR forecast with funnel + cohort math + conversion-assumption disclosure. NOT financial close (finance). Direct invocation of…
Interactive technical design quality review and validation
<meta> description: Analyze implementation gap between requirements and existing codebase argument-hint: <feature-name> arguments: feature-name: $1 </meta>
Analyze implementation gap between requirements and existing codebase
Generate a comprehensive architecture document for a system or feature based on requirements.
Recommend a data-portal architecture (storage, compute, catalog, access, hosting, metadata) from your needs, then hand off to the build skills. The advisory…
Audit a local or remote tabular file (CSV/TSV) for common data quality issues. Read-only. Use only when the user explicitly asks to check or audit data quality.
Wire a scaffolded PortalJS portal to a CKAN backend over its API. Generates a tiny server-side fetch client (no runtime dependency) and feeds the /search…
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