Generates, stress-tests, and iteratively evolves ideas for a stated problem — product concepts, features, solution options, strategies — using research-grounded divergent/convergent agent loops: parallel persona generators (nominal-group simulation), independent judges scoring novelty, feasibility, impact, and fit on separate axes, and bounded recombination rounds gated by /confidence. Auto-triages run depth (quick in-context vs deep multi-agent; override with quick|deep). Use when brainstorming, exploring solution options, or pressure-testing a concept. Triggers on "brainstorm", "give me ideas", "help me come up with", "ideate on", "what could we build", "/ideate".
Reviews whether a change takes the most optimal approach for its stated intent and, when it does not, researches the code, validates a concretely better approach via holistic analysis, and either proposes it (report mode) or applies it behind a confidence gate (apply mode). Judges four axes — codebase-fit, simplicity, performance, robustness — at the approach level, deferring line-level and failure-mode findings to code-quality, critical, and holistic-review. Stays silent when the approach is already optimal (quiet early-exit). A `plan` mode reviews a drafted plan's approach at plan time (aw-planner Phase 1) — the cheapest moment to switch. Called by the reviewer and pr-reviewer agents, the polish skill, and aw-planner as a default-on lens; also runnable standalone. Triggers on "is this the best approach", "better way to do this", "is this optimal", "optimize this approach", "rethink the approach", "/optimize-approach".
Execute complete feature development cycles autonomously — from task intake through tested PR delivery — using isolated Git worktrees. Phase-based workflow (0–7) with optional companion skills for planning, quality gates, TDD, UX, code quality, docs, and CI verification. Companions skip silently if not installed. Triggers on "implement autonomously", "end-to-end", "in isolation", "in a worktree", or independent feature work. Invoke with /autonomous-workflow.
Create the plan artifact (plan.md + checks.yaml executable acceptance checks) in `.agent/{branch}/` from the current conversation context. Captures all Phase 0-1 discussion into a structured, self-contained document that enables context recovery and session handoff. On every invocation, writes plan.md and re-derives checks.yaml from the Acceptance Criteria; an immutable plan.vN.md snapshot is written only in opt-in snapshot mode (`Skill("aw-create-plan", "snapshot")`). Use after planning is complete and confidence gate passes — and again on every plan iteration (user-requested refinement or Phase 4 auto-replan). Triggers on create plan, generate plan, write plan artifact, regenerate plan, iterate on plan.
Resolves a single bug from any starting evidence — Dash0 telemetry (span / log / web event / RUM error link), raw stack trace, error message, code pointer (file:line), screen recording, Linear ticket URL, or free-text symptom. Classifies the input, **triages complexity** (Phase 0.5) to pick between a fast lane and a full holistic-analysis lane, runs a pre-flight sweep, locks a failing reproduction (delegating to /tdd, /e2e-testing, or /e2e-testing-mobile by layer), delegates root-cause analysis to the isolated rca-investigator agent (holistic-analysis + confidence) on complex bugs (or runs a lightweight in-skill analysis on simple ones), gates on confidence(analysis), and on >= 92 % hands off **without human confirmation**: simple bugs take the fast lane (/fix-bug → aw-create-plan → aw-executor, no aw-planner) and complex bugs take the standard lane (aw-planner → aw-executor), both with a CEGIS refinement contract. Fast-lane round-3 CEGIS failure falls back to standard-lane via aw-planner. An independent bug-
Forces a full holistic re-analysis when a fix or refactor isn't working. Instead of continuing to patch in isolation, this skill triggers a structured step-back analysis that traces the entire execution path end-to-end — from entry point to exit — analyzing each block, every contract boundary, and the full data flow. Three modes: "fix" (default) for bugs and broken behavior, "refactor" for restructuring/improvement, and "review" for PR validation (returns structured intent-match + system-fit findings for the reviewer / pr-reviewer agents to consume — never run on its own for routine review work). Trigger ONLY when at least one isolated fix attempt has already failed, or the user explicitly requests a full execution-path analysis — phrases like "step back", "think holistically", "analyze the whole thing", "zoom out", "look at the bigger picture", or "rethink this" qualify only in that context. Never trigger for trivial one-line fixes or first-attempt debugging. Also triggers on "/holistic", "/step-back", "/ret
Authors fast, cheap, maintainable GitHub Actions workflows applying 2026 best practices: caching with `hashFiles` + `restore-keys`, parallelization via matrix + artifacts, reusability (composite actions for steps, reusable workflows for jobs), security (SHA-pinned actions, least-privilege `GITHUB_TOKEN`, concurrency), and trackable errors (named steps, step summaries, annotations, and stdout/stderr that always reaches the run log so agents can act on failures). Two modes: `scaffold` (default) generates workflow YAML; `review` audits an existing workflow against the same rules. Use when creating CI/CD pipelines, optimizing slow workflows, deduping copy-pasted YAML across repos, or auditing workflow security. Triggers on "github action", "github workflow", "ci pipeline", "create workflow", "speed up ci", "review my workflow", "/github-actions-author".
Implements review-comment suggestions across one or more PRs. Multi-PR mode (default when $ARGUMENTS contains PR URLs; empty $ARGUMENTS auto-detects the active PR) per PR: resolves a worktree, fetches every actionable comment from both human teammates AND AI code-review bots (claude[bot], coderabbitai[bot], …), validates each through /critical + /confidence, builds a structured suggestion-pack, and dispatches a worker subagent that applies each approved change as its own commit, pushes to the existing branch, and resolves the addressed review thread — so every handled comment ends up resolved and the PR is left clean. Fast-lane for mechanical edits, standard-lane via aw-planner for architectural changes. Free-text mode applies a single pasted suggestion in the current directory. Triggers on "implement suggestion", "apply review comments", "address PR feedback", "implement reviewer feedback", "fix PR comments", "/implement-suggestion". With --watch, loops the apply on a single PR — waiting for new review-bot c