agent-framework

In the author's own words, from each skill's SKILL.md.

• agentify

  Bootstraps a dispatchable Claude sub-agent skill for every coding agent CLI installed on this machine (codex, aider, cursor, etc.). Use when the user wants to delegate tasks to locally-installed agent CLIs or expand the plugin's agent fleet.

  skills/agentify/SKILL.md on GitHub (opens in a new tab)

• appmap

  Map a web UI and generate a Claude automation skill via parallel reconnaissance, synthesis, and iterative validation.

  skills/appmap/SKILL.md on GitHub (opens in a new tab)

• automate

  Set up a scheduled headless Claude run that sends summaries to Telegram. Use when the user wants to automate a recurring task via launchd (macOS) with push-notified results.

  skills/automate/SKILL.md on GitHub (opens in a new tab)

• contract

  Reference convention for sub-agent I/O schemas. Loaded by orchestrator skills via /contract and into agents via the `skills:` field.

  skills/contract/SKILL.md on GitHub (opens in a new tab)

• devils-advocate

  Adversarially critique a proposal by generating alternatives. Dispatches 3 parallel critics (pragmatist, paranoid, architect lenses) — each invents one alternative approach — then a synthesis step ranks all 4 options and recommends the top choice. When the proposal was authored by someone other than the agent (inherited plan, someone else's PR, external review), a 4th steelman critic runs in the…

  skills/devils-advocate/SKILL.md on GitHub (opens in a new tab)

• diagnose

  Parallel root-cause analysis for bugs and failing tests. Use when a test fails, a bug is reported, or behavior is unexplained — dispatches sub-agents to form and validate hypotheses in isolated worktrees.

  skills/diagnose/SKILL.md on GitHub (opens in a new tab)

• false-completion-gate

  Fires when a state-mutating task is about to be declared Done (success summary or completion verdict) — to catch silent success, the highest-frequency invisible agent failure where confident 'done' language hides work that never landed. Decomposes the completion into receipt-checkable assertions, then dispatches a reconciliation auditor that cross-references each claim against the session's tool-…

  skills/false-completion-gate/SKILL.md on GitHub (opens in a new tab)

• fix-pr

  One-verb pipeline for the operator's highest-frequency manual loop: fetch a PR's unresolved reviewer feedback (inline review comments, review-summary bodies, and issue-level conversation comments) and failing CI checks, triage each issue via parallel read-only probes, fix the validated items in an isolated managed worktree via a budget-bounded subagent, verify with the project's test gates, and p…

  skills/fix-pr/SKILL.md on GitHub (opens in a new tab)

• forge-friction

  Surface recurring friction from session telemetry and generate targeted skills. Use when the user runs /forge-friction.

  skills/forge-friction/SKILL.md on GitHub (opens in a new tab)

• gather

  Parallel context-gathering for a code area. Use when you need to understand a module, feature, or subsystem and would otherwise read 3+ files sequentially — dispatches two agents in parallel to map structure and test coverage in one wave.

  skills/gather/SKILL.md on GitHub (opens in a new tab)

• ground-claim

  Grounds capability claims with file-read evidence. Default mode answers meta-capability questions ('what does X enable') with path:line citations. Pass mode: runtime-wiring with a claims list to trace actual runtime execution paths — call sites, DI registration, middleware — and get CONFIRMED/UNVERIFIED/REFUTED verdicts per claim. Blocks sign-off on any non-CONFIRMED claim.

  skills/ground-claim/SKILL.md on GitHub (opens in a new tab)

• ground-state

  Before starting any non-trivial implementation, run a pre-flight reconnaissance pass to triangulate git state, project infrastructure, and prior-session memory. Auto-assembles a verified grounding preamble — a session-scoped artifact the orchestrator pastes verbatim into every subsequent sub-agent brief — eliminating stale-worktree reads and silent wrong-path errors before the first edit.

  skills/ground-state/SKILL.md on GitHub (opens in a new tab)

• integrate

  One-prompt API integration pipeline. Takes any API (docs URL, name, or description) and produces a working CLI wrapper + skill + tests.

  skills/integrate/SKILL.md on GitHub (opens in a new tab)

• parallelize

  When finished creating the plan in plan mode, run /parallelize so Claude dispatches one planning agent to transform the current approach into a plan to orchestrate waves of parallel sub-agents.

  skills/parallelize/SKILL.md on GitHub (opens in a new tab)

• polish

  Iteratively refines any artifact (prose, spec, prompt, API design, SKILL.md, code snippet) by running a decoupled evaluator → generator loop until explicit criteria are met or an iteration cap is reached. Locks criteria in Wave 1, isolates the evaluator from generation history to prevent sycophancy, and emits the best version with any remaining gaps flagged at cap.

  skills/polish/SKILL.md on GitHub (opens in a new tab)

• provideme

  One-prompt provider bridge. Takes any coding agent CLI (name, docs URL, or install steps) and produces a modular local API server compatible with Claude Code via Anthropic: POST /v1/messages. Includes a {provider}-claude launcher.

  skills/provideme/SKILL.md on GitHub (opens in a new tab)

• refactor

  Orchestrates safe, large-scale structural changes across a codebase — symbol renames, API migrations, pattern standardizations, layer restructurings. Enumerates all affected sites, groups them into dependency layers via the DAG executor, applies changes in parallel per layer with worktree isolation, and verifies behavioral preservation at each layer boundary before proceeding. Exits immediately o…

  skills/refactor/SKILL.md on GitHub (opens in a new tab)

• research

  Dispatches two sub-agents in parallel to gather external and local context for the current task.

  skills/research/SKILL.md on GitHub (opens in a new tab)

• resolve

  Resolves PR code review feedback. Use when the user asks to fix, address, or resolve issues from a code review or PR review.

  skills/resolve/SKILL.md on GitHub (opens in a new tab)

• review

  Dispatches parallel dimension agents across a diff, PR (URL or number), commit SHA, branch, staged changes, or patch file — covering security, correctness, api-compat, test-coverage, and perf-observability — synthesizes findings by severity, and emits a merge recommendation. Use when changes are ready for review before merge. Read-only: this skill analyzes and reports only — it never edits files,…

  skills/review/SKILL.md on GitHub (opens in a new tab)

• shadow-verify

  Dispatch a parallel adversarial verifier wave after any high-stakes sub-agent investigation (code reviews, audits, findings reports, large refactors, gap analyses) — or whenever a sub-agent asserts a claim with high-confidence language ("confident", "certain", "clearly", ≥80%), since confidence is a trigger, not a verdict. Shadow verifiers independently re-derive 2–3 key claims from scratch using…

  skills/shadow-verify/SKILL.md on GitHub (opens in a new tab)

• ship

  Release pipeline for already-done local work. Dispatches /ground-state pre-flight, runs the project test suite, drafts a commit message, pushes, and opens a PR with a structured verification summary. Use when local changes are ready to hand off to review — e.g. 'ship this', 'push and open a PR', 'release this work'. Add --verify to trigger an adversarial verifier wave on the diff before a human r…

  skills/ship/SKILL.md on GitHub (opens in a new tab)

• simplify

  Discovers incidental complexity, duplication, and dead code in a codebase and produces a ranked, behavior-preserving reduction plan — optionally applying safe changes. Dispatches four parallel read-only discovery lenses (clone detection, dead code, complexity hotspots, wrong abstraction), synthesizes into a prioritized reduction plan, and gates apply mode behind /refactor and a hard test check.

  skills/simplify/SKILL.md on GitHub (opens in a new tab)

• spec

  Takes a loose idea and transforms it into a structured, actionable spec ready for implementation. Use when the user passes an idea, feature request, or problem description that needs scoping before building.

  skills/spec/SKILL.md on GitHub (opens in a new tab)

• web

  Orchestrates parallel browser automation by dispatching sub-agents to independent Chrome tabs. Use when the task can be decomposed into multiple independent browser workflows that benefit from parallel execution across separate tabs. EXPERIMENTAL — requires a running MCP-compatible browser tab server.

  skills/web/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

Similar skills

• ECCby affaan-m The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Cod… 280k stars · 30 skills
• reaby morluto Reverse engineer anything with agents, from app behavior down to native binaries. 270k stars · 1 skill
• andrej-karpathy-skillsby multica-ai A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls. 220k stars · 1 skill
• ponytailby DietrichGebert Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. 164k stars · 6 skills
• ui-ux-pro-max-skillby nextlevelbuilder An AI skill that provides design intelligence for building professional UI/UX across multiple platforms. 136k stars · 7 skills
• graphifyby Graphify-Labs Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Curs… 127k stars · 1 skill