Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Yeet

  by @openai

  Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`).

• Cli Creator

  by @openai

  Build a composable CLI for Codex from API docs, an OpenAPI spec, existing curl examples, an SDK, a web app, an admin tool, or a local script. Use when the user wants Codex to create a command-line tool that can run from any…

• Cmux Testing

  by @manaflow-ai

  Choose scoped cmux verification, add behavioral tests, and validate Swift test targets and wiring. Use when adding tests or deciding what local/CI evidence a change needs.

• Cmux Architecture

  by @manaflow-ai

  cmux package architecture, refactor layering, dependency inversion, file organization, DocC documentation, package design discipline, testability, and Swift 6 concurrency rules. Use before adding or meaningfully rewriting Swift…

• Cmux Review

  by @manaflow-ai

  Review agent-written changes before merge, after substantial edits, or when re-reviewing a repair. Use the adversarial protocol for high-risk changes or an explicitly requested deep review.

• Cmux Dev Workflow

  by @manaflow-ai

  Contributor workflow for native cmux setup, tagged dev builds, Xcode project normalization and sidebar extensions. Use for native build inputs, setup or tagged app verification.

• Cmux Customization

  by @manaflow-ai

  Customize cmux for an end user, including terminal, browser, Markdown, diff, file preview, notes, HTML, and right-sidebar viewers. Use when changing cmux.json actions, custom commands, workspace layouts, plus-button behavior,…

• Cmux Debugging

  by @manaflow-ai

  Debug logging, Debug menu, runtime pitfalls, typing-latency-sensitive paths, SwiftUI list snapshot boundaries, OS-version repros, and local visual iteration for cmux. Use when adding debug probes, diagnosing UI/runtime issues,…

• Cmux Release

  by @manaflow-ai

  cmux release workflow, version bumping, changelog updates, pretag guard, release tags, and release asset expectations. Use when preparing or troubleshooting a cmux release.

• Cmux Localization

  by @manaflow-ai

  Localization rules and audit workflow for cmux UI strings, settings rows, menus, shortcuts, schema/config text, docs, command/help text, alerts, tooltips, and web messages. Use whenever changing user-facing text.

• Cmux Ghostty

  by @manaflow-ai

  Ghostty submodule and GhosttyKit workflow rules for cmux. Use when modifying the ghostty submodule, rebuilding GhosttyKit.xcframework, updating the parent submodule pointer, or documenting fork conflict notes.

• Cmux Workspace

  by @manaflow-ai

  Work inside the current cmux workspace and terminal. Use for cmux workspace, current workspace, caller surface, panes, surfaces, socket targeting, and non-interfering cmux automation.

• Cmux Test Bisect

  by @manaflow-ai

  Find when and why tests broke on main: bisect a Swift package suite on CI across old commits, read the failure matrix, and decide per test whether the test went stale or the code regressed. Use when a suite is red on main, when…

• Cmux Capture

  by @manaflow-ai

  Screenshot or record a cmux window from the CLI, for a pull request, a bug report, or to see what the app actually looks like right now. Use when a change is visual, when a drag or an animation cannot be described in text, or…

• Cmux Shared Behavior

  by @manaflow-ai

  Shared behavior and mutation-path rules for cmux. Use when a behavior is exposed through multiple entrypoints such as keyboard shortcuts, command palette, context menu, CLI, settings, debug menu, optimistic UI, or tests that…

• Adr Skill

  by @vercel

  Create and maintain Architecture Decision Records (ADRs) optimized for agentic coding workflows. Use when you need to propose, write, update, accept/reject, deprecate, or supersede an ADR; bootstrap an adr folder and index;…

• List Npm Package Content

  by @vercel

  List the contents of an npm package tarball before publishing. Use when the user wants to see what files are included in an npm bundle, verify package contents, or debug npm publish issues.

• Add Harness Package

  by @vercel

  Guide for adding new AI SDK harness packages. Use when creating a new @ai-sdk/harness-<name> package that adapts a coding-agent runtime to HarnessV1.

• Update Provider Models

  by @vercel

  Add new or remove obsolete model IDs for existing AI SDK providers. Use when adding a model to a provider, removing an obsolete model, or processing a list of model changes from an issue. Triggers on "add model", "remove model",…

• Migrate Ai Sdk V6 To V7

  by @vercel

  Migrate applications from AI SDK 6.x to AI SDK 7.0. Use when upgrading Vercel AI SDK packages, fixing v7 migration errors, or when the user mentions AI SDK v6, v7, upgrade, migration, breaking changes, system to instructions,…

• Develop Ai Functions Example

  by @vercel

  Develop examples for AI SDK functions. Use when creating, running, or modifying examples under examples/ai-functions/src to validate provider support, demonstrate features, or create test fixtures.

• Major Version Mode

  by @vercel

  Context for working on the next AI SDK major release. Only use when explicitly invoked by the user (e.g. via '/major-version-mode'). Do NOT trigger autonomously based on task content.

• Add Provider Package

  by @vercel

  Guide for adding first-party AI provider packages to the AI SDK. Use when creating a provider package under packages/ to integrate an external AI service.

• Update Harness Dependencies

  by @vercel

  Update the primary SDK dependencies of harness packages. Use when asked to update the harness SDKs or harness adapter dependencies.

• Capture Api Response Test Fixture

  by @vercel

  Capture API response test fixture.

• Planning With Files

  by @OthmanAdi

  Persistent file-based planning for multi-step AI-agent work. Keeps task_plan.md, findings.md, and progress.md on disk; lifecycle hooks inject selected project planning context. Automatic recovery reads project planning files…

• Planning With Files Es

  by @OthmanAdi

  Planificación persistente basada en archivos para tareas multipaso de agentes de IA. Mantiene task_plan.md, findings.md y progress.md en disco; los hooks del ciclo de vida inyectan contexto seleccionado de planificación del…

• Planning With Files De

  by @OthmanAdi

  Persistente dateibasierte Planung für mehrstufige Arbeit mit KI-Agenten. Hält task_plan.md, findings.md und progress.md auf dem Datenträger; Lebenszyklus-Hooks speisen ausgewählten Planungskontext des Projekts ein. Die…

• Planning With Files Ar

  by @OthmanAdi

  تخطيط مستمر قائم على الملفات لعمل وكلاء الذكاء الاصطناعي متعدد الخطوات. يحتفظ بملفات task_plan.md و findings.md و progress.md على القرص، وتحقن خطافات دورة الحياة سياق التخطيط المحدد للمشروع. تقرأ الاستعادة التلقائية ملفات تخطيط…

• Planning With Files Zht

  by @OthmanAdi

  用於多步驟 AI 代理工作的持久化檔案規劃。將 task_plan.md、findings.md 與 progress.md 保存在磁碟上，生命週期鉤子會注入選定的專案規劃內容。自動恢復只讀取專案規劃檔案；只有明確執行 session-catchup.py --metadata 才會檢查本機同一專案的代理工作階段中繼資料，--replay 則會輸出有界且以 nonce 框定的摘錄。選用的閘門模式只會在主機支援時要求繼續，而且絕不執行 Markdown…

• Planning With Files Zh

  by @OthmanAdi

  用于多步骤 AI 代理工作的持久化文件规划系统。将 task_plan.md、findings.md 和 progress.md 保存在磁盘上，生命周期钩子会注入选定的项目规划上下文。自动恢复只读取项目规划文件。只有显式运行 session-catchup.py --metadata 才会检查本机同项目的会话元数据；--replay 可输出有长度限制且由 nonce 框定的同项目摘录。可选门禁仅在宿主支持时请求继续，绝不执行 Markdown…

• Product Vision

  by @phuryn

  Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders. Use when defining or refining a product vision, creating a vision statement, or aligning the team around a shared…

• Guizang Ppt Skill

  by @op7418

  生成横向翻页网页 PPT（单 HTML 文件），含 WebGL 背景、演讲者视图、观众屏同步、讲稿备注、章节幕封、数据大字报、图片网格等模板。提供两种风格：① "电子杂志 × 电子墨水"（衬线 + 流体背景 + 暖色） ② "瑞士国际主义"（无衬线 + 网格点阵 + IKB/柠檬黄/柠檬绿/安全橙高亮）。当用户需要制作分享 / 演讲 / 发布会风格的网页 PPT，或提到"杂志风 PPT"、"瑞士风 PPT"、"Swiss…

• Code Review

  by @phuryn

  Review code for actionable defects. Correctness is the core; performance and security are optional sub-cases of the same engine. Anchors on agreements between participants across a boundary, forces a violating execution, and…

• Shipping Artifacts

  by @phuryn

  The durable documentation set that makes an AI-built (vibe-coded) app reviewable before shipping. A small core every app needs — architecture, user/permission flows, permissions, variables/secrets, and a test-coverage map — plus…

• Intended Vs Implemented

  by @phuryn

  The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they have no model of intent. Defines what counts as documented intent, what…

• Opportunity Solution Tree

  by @phuryn

  Build an Opportunity Solution Tree (OST) to structure product discovery — map a desired outcome to opportunities, solutions, and experiments. Based on Teresa Torres' Continuous Discovery Habits. Use when structuring discovery…

• Retro

  by @phuryn

  Facilitate a structured sprint retrospective — what went well, what didn't, and prioritized action items with owners and deadlines. Use when running a retrospective, reflecting on a sprint, creating action items from team…

• Customer Journey Map

  by @phuryn

  Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when mapping the customer experience, identifying friction points, improving onboarding, or visualizing the user…

• Sprint Plan

  by @phuryn

  Plan a sprint with capacity estimation, story selection, dependency mapping, and risk identification. Use when preparing for sprint planning, estimating team capacity, selecting stories, or balancing sprint scope against velocity.

• Ideal Customer Profile

  by @phuryn

  Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs. Use when defining your ICP, analyzing PMF survey data, or understanding who your best customers are.

• Release Skills

  by @JimLiu

  Universal release workflow. Auto-detects version files and changelogs. Supports Node.js, Python, Rust, Claude Plugin, GitHub Releases, annotated tags, historical release backfill, and generic projects. Use when user says…

• Arquiteto De Empresa

  by @alirezarezvani

  Company Architect: builds a business from scratch as an OKF (Open Knowledge Format) bundle — a tree of version-controllable .md files with frontmatter type, links forming a graph, and reserved index.md/log.md, readable by humans…

• Internal Comms

  by @alirezarezvani

  Use when a Head of People Ops, BizOps lead, or Internal Communications owner needs to draft and sequence an internal-only change-management communication — a re-org announcement, a tool rollout, a policy change, a leadership…

• Process Mapper

  by @alirezarezvani

  Use when a BizOps lead, COO, or process-improvement owner needs to document an end-to-end business process (procurement, employee onboarding, incident handoff, customer-onboarding, claims adjudication) in BPMN-style notation,…

• Capacity Planner

  by @alirezarezvani

  Use when an ops leader (Director of CX, Head of Support, VP Ops, Head of BizOps, Head of IT ops, Head of Finance ops) is sizing ops capacity, building a headcount plan, modeling utilization risk, planning Q3 capacity or annual…

• Cto Advisor

  by @alirezarezvani

  Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, making architecture decisions,…

• Agent Launcher Orchestrator

  by @alirezarezvani

  Use when a user wants to build, launch, grade, or schedule a Claude Managed Agent (CMA) in their own Anthropic account — "build me an agent", "launch this as a managed agent", "run this on a schedule", "grade my agent against a…

• Run Without You

  by @alirezarezvani

  Phase 4 of building a Claude Managed Agent — make it run without you. Turn a graded agent into a recurring scheduled deployment (POSIX-cron), an event-driven curl trigger, or confirmed on-demand use, then finalize the versioned…

• Wrap Up

  by @alirezarezvani

  Close out a launched Claude Managed Agent — recap every primitive the founder now owns, regenerate the single-file overview page, and suggest the next 1-2 upgrades. Use when the user says "wrap up", "close this out", "what do I…

• Culture Architect

  by @alirezarezvani

  Build, measure, and evolve company culture as operational behavior — not wall posters. Covers mission/vision/values workshops, values-to-behaviors translation, culture code creation, culture health assessment, and cultural…

• Decision Logger

  by @alirezarezvani

  Two-layer memory architecture for board meeting decisions. Manages raw transcripts (Layer 1) and approved decisions (Layer 2). Use when logging decisions after a board meeting, reviewing past decisions with /cs:decisions, or…

• Business Operations Skills

  by @alirezarezvani

  Use when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring, procurement spend. Triggers on "BizOps review", "where's the…

• C Level Skills

  by @alirezarezvani

  Index and router for the C-level advisory bundle: 33 skills covering 14 C-suite roles, orchestration, cross-cutting capabilities, and culture. Use when exploring what the c-level-advisor bundle contains, deciding which advisor…

• Stress Test

  by @alirezarezvani

  /em:stress-test — Business assumption stress testing. Use before betting on a plan whose core assumptions are unvalidated — e.g. stress-testing 'enterprise buyers will tolerate a 6-month pilot' or a hockey-stick revenue model.

• Baoyu Image Gen

  by @JimLiu

  AI image generation with OpenAI GPT Image 2.5, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream, Replicate and Agnes APIs. Supports text-to-image, reference images, aspect ratios, and batch…

• Baoyu Danger Gemini Web

  by @JimLiu

  Generates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images for vision input, and multi-turn conversations. Use when other skills need image…

• Baoyu Electron Extract

  by @JimLiu

  Extracts resources and JavaScript from any installed Electron app (`.asar` bundle), restoring original sources from `.js.map` files when available or formatting minified code with Prettier otherwise. Use when user wants to…

• Runbook

  by @anthropics

  Create or update an operational runbook for a recurring task or procedure. Use when documenting a task that on-call or ops needs to run repeatably, turning tribal knowledge into exact step-by-step commands, adding…

• Story Done

  by @Donchitos

  End-of-story completion review — verifies each acceptance criterion, checks GDD/ADR deviations, prompts code review, updates status.

• Vertical Slice

  by @Donchitos

  Pre-production validation — end-to-end build to confirm the full loop is achievable before committing to Production. After GDDs, architecture, UX specs.

• Consistency Check

  by @Donchitos

  Scan GDDs against the entity registry for cross-document conflicts. Grep-first approach targets conflicting sections, different stats.

• Review All Gdds

  by @Donchitos

  Holistic cross-GDD review — contradictions between systems, dominant strategies, economic imbalance, cognitive overload, pillar drift.

• Skill Test

  by @Donchitos

  Validate skill files for structural compliance and behavioral correctness. Four modes: static linter, spec, category rubric, audit.

• Scope Check

  by @Donchitos

  Scope creep check — current scope versus the original plan. Flags additions, quantifies bloat, recommends cuts. 'Any scope creep?'

• Propagate Design Change

  by @Donchitos

  A GDD changed — scan ADRs and the traceability index for now-stale architectural decisions. Impact report, guides resolution.

• Hotfix

  by @Donchitos

  Emergency fix bypassing normal sprint process — hotfix branch, approvals tracked, backport verified, full audit trail.

• Onboard

  by @Donchitos

  Onboarding doc for a new contributor or agent — project state, conventions, priorities relevant to the specified role.

• Tech Debt

  by @Donchitos

  Track, categorize and prioritize technical debt across the codebase — scans for debt indicators, maintains a register.

• Reverse Document

  by @Donchitos

  Generate missing design or architecture docs from existing implementation — works backwards from code and prototypes.

• Patch Notes

  by @Donchitos

  Player-facing patch notes from git history and changelogs. Translates developer language into player communication.

• Estimate

  by @Donchitos

  Estimate task effort from complexity, dependencies, velocity, risk. Structured estimate with confidence levels.

• Perf Profile

  by @Donchitos

  Performance profiling — find bottlenecks, measure against budgets, produce ranked optimization recommendations.

• Bug Report

  by @Donchitos

  Structured bug report from a description, or analyze code for potential bugs. Reproduction steps, severity.

• Project Stage Detect

  by @Donchitos

  Analyze project state, detect stage, identify gaps, recommend next steps. 'Where are we in development?'

• Changelog

  by @Donchitos

  Auto-generate a changelog from git commits and sprint data. Internal and player-facing versions.

• Playtest Report

  by @Donchitos

  Structured playtest report template, or turn existing playtest notes into structured feedback.

• Code Review

  by @Donchitos

  Architectural code review — coding standards, SOLID, testability, performance concerns.

• Start

  by @Donchitos

  First-time onboarding — asks where you are, then guides you to the right workflow.

• Ce Skill Work

  by @EveryInc

  Applies this repository's skill-authoring standard as a procedure. Use for any change to, or judgment about, a file under skills/** — a SKILL.md, a reference, a persona prompt, a bundled script's instructions: creating a skill,…

• Ce Code Review

  by @EveryInc

  Review a named diff or PR for bugs, regressions, tests, and standards. Use when asked to review code or when a shipping skill needs a review receipt. Use when asked to apply this review's findings locally. Use…

• Ce Doc Review

  by @EveryInc

  Review requirements, plans, or specs with role-specific lenses. Use when the user wants to improve an existing planning document.

• Ce Work

  by @EveryInc

  Execute a plan or concrete work prompt end-to-end. Use when implementing from a plan document, a spec path, or a clear build request; use ce-debug for open-ended bugs. Use when an outer orchestrator needs implementation and…

• Ce Brainstorm

  by @EveryInc

  Explore vague or ambitious ideas into a right-sized requirements-only unified plan. Use when the user wants to brainstorm or scope what to build. Not for executing already-specified work. Use ce-pov for a verdict on adopting a…

• Ce Optimize

  by @EveryInc

  Optimize a named target with a measured loop: attribute a workload's cost, or score variants and keep winners. Use when a working system's metric should move and the winning change is not already known. Use ce-debug when the job…

• Ce Ideate

  by @EveryInc

  Generate and evaluate grounded ideas. Use when the user wants ideas, improvements, or surprising directions before choosing one to develop. Not for refining an idea they already have (ce-brainstorm) or judging one already on the…

• Ce Pov

  by @EveryInc

  Judge a supplied subject against the project's evidence and constraints. Use when assessing an external-adoption question, a holistic take on a document, or a supplied approach set. Use for an oracle panel to consult other…

• Ce Compound Refresh

  by @EveryInc

  Refresh the repo's captured learnings against the current codebase. Use when auditing stale, overlapping, superseded, or drifted learnings; avoid general refactor, debugging, or code review unless the learnings store is explicit.

• Ce Sweep

  by @EveryInc

  Sweep configured feedback sources (Slack, GitHub Issues; email experimental) for new items: acknowledge at source, analyze recordings, verify fixes merged to main, and emit an `lfg`-ready plan. First run sets up sources;…

• Ce Babysit Pr

  by @EveryInc

  Babysits an open GitHub PR until merge-ready. Use when asked to watch a PR over time — not for one-shot comment resolution or one CI failure. GitHub (incl. Enterprise) only.

• Lfg

  by @EveryInc

  Take a request all the way to done, hands-off, through the right Compound Engineering skills. A code change ends as an open pull request, pushed without stopping. Use only when the user explicitly asks for autonomous end-to-end…

• Ce Prototype

  by @EveryInc

  Build a throwaway prototype to answer how something should work, feel, or read. Use when committing the wrong answer would be expensive to unravel and a cheap sketch cannot settle it. Not a rough visual probe during…

• Ce Resolve Pr Feedback

  by @EveryInc

  Resolve PR review feedback. Use when addressing feedback already left on a PR. Not for reviewing the code before feedback exists; that is ce-code-review.

• Ce Setup

  by @EveryInc

  Check Compound Engineering health and repo-local config, or scaffold a Compound Pack with `pack:<id>`.

• Ce Commit Push Pr

  by @EveryInc

  Commit, push, and open a PR. Use when asked to ship/open a PR, or for PR-description-only flows like writing, rewriting, or describing a PR body.

• Ce Debug

  by @EveryInc

  Diagnosis loop for bugs and failing behavior. Use when asked to debug or fix failing or slow behavior.

• Ce Riffrec Feedback Analysis

  by @EveryInc

  Analyze recorded product feedback into evidence for bugs and requirements. Use when a Riffrec capture or other screen, voice, or notes artifact needs interpretation. Use for Riffrec setup, capture, or sharing help when no…

• Ce Product Pulse

  by @EveryInc

  Generate time-windowed product pulse reports from configured signals.

• Ce Bakeoff

  by @EveryInc

  Develop independent competing solutions to a defined brief, compare them, and synthesize a winning approach. Use when choosing well requires developing alternatives beyond their current form. Use ce-pov to judge developed…

• Ce Dogfood

  by @EveryInc

  Hands-off, diff-scoped browser QA of the active branch: maps user flows, drives a real browser, autonomously fixes small breakages with regression tests and commits, judges experience against product personas, and writes a…