Use when: product strategy review, feature prioritization, product-market fit analysis, roadmap planning, product design critique, user story review, MVP scoping.
Run composable security analysis across binaries, prompts, traces, and policies.
Audits and validates skill definitions for quality, completeness, and best practices. Use when reviewing existing skills for proper formatting, evaluating if skills should be…
Ralph Loop 기반 자율 개발 루프. Stop Hook이 세션 종료를 가로채어 PRD 항목을 하나씩 완료하며 자동 커밋한다. 트리거: "autodev", "자율 개발", "밤새 돌려", "랄프 루프", "ralph loop", "자동 개발" 안티-트리거: "직접 구현해", "한번만 해", "수동"
Prepare pull requests by running quality gates, drafting descriptions, and validating tests before submission.
Improve OpenShift/Kubernetes Grafana dashboards and validate PromQL/GitOps changes.
Collect GitHub PR data and generate work reports. Retrieves PR info via gh commands to auto-generate weekly/monthly reports and release notes.
Research an upstream repo before contributing: rules, patterns, and expectations.
Restore system responsiveness via safe, ordered process cleanup and agent-swarm hygiene.
Knowledge flywheel health monitoring. Checks velocity, pool depths, staleness. Triggers: "flywheel status", "knowledge health", "is knowledge compounding".
Get a help or a second opinion from other agents. Bundle a prompt and a curated file set, then ask other LLMs for advice (debug, refactor, design, ...).
Orchestrate end-to-end media curation from analysis through acquisition, tagging, and verification
Universal init prompt — every agent spawned into an AgentOps repo runs `ao session bootstrap` first.
Fully autonomous epic execution. Runs until ALL children are CLOSED. Loops through beads issues, runs /implement on each, validates with /vibe. NO human prompts, NO stopping.
Autonomous multi-agent workflow system for complex coding tasks. Use when the user requests non-trivial changes that would benefit from autonomous execution with built-in review…
Alias for $council --mode=debate (adversarial named-persona debate).
A test fixture that intentionally fails Pass-2 checks.
Test fixture skill that satisfies all 15 auditor checks (Pass 1 + Pass 2).
Vibe — reads your session and picks the perfect genre