Software Development AI agent skills

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

• Tdd

  by @vinvcn

  测试驱动开发。适用于用户想用先写测试的方式构建功能或修复缺陷、提到 “red-green-refactor”，或需要集成测试时。

• Wizard

  by @vinvcn

  生成一个交互式 bash wizard，逐步引导人完成只有他们能执行的手动流程。用于 provisioning 基础设施、设置 credentials 或 CI secrets、走查不熟悉的第三方 dashboard，或运行一次性 migration 或 cutover。对于 agent 自己就能执行的步骤，不要调用它。

• Git Guardrails Claude Code

  by @vinvcn

  设置 Claude Code hooks，在危险 git commands（push、reset --hard、clean、branch -D 等）执行前阻止它们。适用于用户想防止破坏性 git 操作、添加 git safety hooks，或在 Claude Code 中阻止 git push/reset 时。

• Setup Ts Deep Modules

  by @vinvcn

  在 TypeScript repo 中接入 dependency-cruiser，让每个 package 成为 deep module：implementation 隐藏在 subfolders 中，只能通过 entry-point files 访问。User-invoked。

• Diagnosing Bugs

  by @vinvcn

  面向棘手缺陷和性能回退的诊断循环。适用于用户说 “diagnose” / “debug this”，或报告某些东西 broken、throwing、failing、slow 时。

• Improve Codebase Architecture

  by @vinvcn

  扫描代码库中的深化机会，生成可视化 HTML 报告，然后围绕你选中的候选项继续追问。

• Ask Matt

  by @vinvcn

  询问当前情境适合哪个技能或流程；它是本仓库所有 skills 的路由器。

• Code Review

  by @vinvcn

  从固定点（commit、branch、tag 或 merge-base）开始，按 Standards（代码是否符合本仓库记录的编码标准？）和 Spec（代码是否符合来源 issue/spec 的要求？）两个轴线审查变更。两个审查会在并行子代理中运行，并并排报告。适用于用户想审查 branch、PR、进行中的变更，或要求 “review since X” 时。

• To Tickets

  by @vinvcn

  把 plan、spec 或当前对话拆成一组 tracer-bullet tickets，每个 ticket 声明 blocking edges，并发布到已配置的 tracker；本地用每 ticket 一个文件中的文本 edge，真实 tracker 用 native blocking links。

• Setup Pre Commit

  by @vinvcn

  在当前仓库设置 Husky pre-commit hooks，集成 lint-staged (Prettier)、类型检查和测试。适用于用户想添加 pre-commit hooks、设置 Husky、配置 lint-staged，或在提交时运行格式化、类型检查和测试时。

• Scaffold Exercises

  by @vinvcn

  创建包含章节、题目、答案和讲解的练习目录结构，并确保通过 linting。适用于用户想 scaffold exercises、创建 exercise stubs，或设置新的课程章节时。

• Migrate To Shoehorn

  by @vinvcn

  将测试文件从 `as` 类型断言迁移到 @total-typescript/shoehorn。适用于用户提到 shoehorn、想替换测试中的 `as`，或需要局部测试数据时。

• To Spec

  by @vinvcn

  把当前对话转成 spec 并发布到项目 issue tracker——不做访谈，只综合已经讨论的内容。

• Claude Handoff

  by @vinvcn

  把当前对话交接给一个全新的 background agent，让它立即接手工作。

• Resolving Merge Conflicts

  by @vinvcn

  适用于需要解决正在进行的 git merge/rebase 冲突时。

• Efficient Fable

  by @BuilderIO

  Use when running Claude Fable on codebase-heavy or token-heavy work and the user wants Fable to orchestrate research, coding, and testing while cheaper subagents do bounded heavy lifting.

• Visual Recap

  by @BuilderIO

  Turn a PR, branch, commit, or git diff into an interactive visual recap with diagrams, file maps, API/schema summaries, annotated diffs, and focused review notes.

• Read The Damn Docs

  by @BuilderIO

  Use when implementing, integrating, upgrading, debugging, or answering anything involving third-party APIs, libraries, frameworks, CLIs, cloud services, model/provider SDKs, fast-moving product behavior, user requests for…

• Webmcp

  by @BuilderIO

  Open a user-provided URL in the host's built-in browser and use the page's MCP or WebMCP tools before browser UI automation for app communication or edits.

• Efficient Frontier

  by @BuilderIO

  Apply the same orchestration as `/efficient-fable` to any high-cost frontier model: delegate research, coding, and testing to cheaper subagents while keeping planning, synthesis, and final review with the expensive model.

• Codebase Wiki

  by @inkeep

  How to work in a Codebase Wiki project (the `codebase-wiki` starter pack): an agent-authored, source-grounded wiki of the surrounding codebase. Read when the project has a `wiki/` knowledge base with `architecture/`, `modules/`,…

• Software Lifecycle

  by @inkeep

  How to work in a Software Lifecycle project (the `software-lifecycle` starter pack): proposals → decisions → specs → postmortems, plus guides. Read when the project has these folders, or when asked how this project is organized.…

• Okf Knowledge Base

  by @inkeep

  Open Knowledge Format (OKF) v0.2 guidance. Use when creating, reading, reviewing, or maintaining an OKF bundle; responding to OpenKnowledge `okf` plugin warnings; or choosing types, provenance, links, indexes, or logs.

• Record A Decision

  by @inkeep

  Records an architecture decision as a Nygard/MADR-shaped ADR under decisions/ — capturing the context that forced the choice, the options weighed, the decision itself, and its consequences in both directions, plus the supersedes…

• Write A Spec

  by @inkeep

  Scope a feature end to end and write an implementation spec under specs/ from an accepted proposal — current-system mapping, goals/non-goals, a Decision Log for one-way-door choices, a live Open Questions backlog, and a real…

• Review A Design

  by @inkeep

  Reviews whether a design is SOUND — solving the right problem, derived from its stated goals and constraints — and emits ranked, evidence-backed findings, not edits. Read when asked to 'review this design', 'is this design…

• Open Knowledge Discovery

  by @inkeep

  Read when the user asks what OpenKnowledge is, wants to install it on a repository, wants to open or preview a single markdown file that is not part of an OpenKnowledge project, wants to share an OpenKnowledge project with…

• Frame A Proposal

  by @inkeep

  Frame a new design proposal (RFC-shape) under proposals/ — problem before solution, named beneficiary and observable change, real alternatives, honest drawbacks, and a live open-questions backlog. Read when asked to frame a…

• Consolidate Notes

  by @inkeep

  Promote existing research into a stable-status canonical article under `articles/` in a Knowledge Base project (the `knowledge-base` starter pack). Read when a decision has actually been made and the team wants the…

• Adhd

  by @UditAkhourii

  Parallel divergent ideation for coding agents. Spawns N isolated branches under different cognitive frames (regulator, biology, speedrunner, 10-year-old, $0 budget), scores, clusters, prunes traps, and deepens top survivors. Use…

• Gemini Omni Flash Api

  by @google-gemini

  Use this skill for generative video editing, text-to-video, image-referenced video generation, first-frame-to-video, first-and-last-frame transitions, and video extensions using Gemini Omni 1.1 Flash (gemini-omni-1.1-flash) via…

• Gemini Live Api Dev

  by @google-gemini

  Use this skill when building real-time, bidirectional streaming applications with the Gemini Live API, or migrating legacy Live models (2.0/2.5/3.1) to Gemini 3.8 Live. Covers WebSocket-based audio/video/text streaming, voice…

• Gemini Api Dev

  by @google-gemini

  Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, streaming responses, background research tasks, function calling,…

• Cua Driver

  by @davidondrej

  Use Cua Driver for desktop or browser tasks that are awkward or unavailable through Bash/APIs, or when the user explicitly wants GUI interaction: app testing, visual bug reproduction, form filling, calendar entry, screenshots,…

• Boat

  by @davidondrej

  Manage Boat (boat.dev, formerly Box by Ascii) cloud sandboxes via API, CLI, and SSH. Use for provisioning, environments, secrets, templates, snapshots, stop/resume/fork, or running BB and coding agents on Boat.

• Larp Detector

  by @davidondrej

  Skeptical review of outside contributions to public repos. Use when reviewing, ranking, or replying to public GitHub pull requests or issues from outside contributors, or when the user says "larp-detector".

• Corral Launch Agents

  by @davidondrej

  Launch new CLI coding agents through Corral Design 1, or correctly reopen existing agent sessions inside a Corral-active Herdr repository. Use when the user asks to launch, spawn, batch-start, reopen, relaunch, or resume agents.…

• Openrouter

  by @davidondrej

  Design, build, debug, and optimize OpenRouter API integrations. Use for any OpenRouter API work, including models, reasoning, routing, media, tools, structured output, cost, or performance.

• Signal From Expert

  by @davidondrej

  Compare the user's notes with an expert's work on a topic. Return relevant exact quotes, source locations, and at least one gap in the user's thinking. Use only when /signal-from-expert is explicitly invoked.

• Rename Process

  by @davidondrej

  Coordinate project or repository renames and moves involving Git, BB, services, or multiple machines. Preserve work and history while updating operational paths. Excludes ordinary file, code-symbol, and thread-title renames.

• Nagent

  by @davidondrej

  Launch a new bb worker thread with the right project, model, worktree, and task brief. Use for nagent, launching a bb session, or a standalone bb agent. Covers thread creation; use bb-cli for managing existing threads.

• Bb Cli

  by @davidondrej

  Use this when controlling bb. The bb CLI lets you inspect, create, and orchestrate bb threads, automations, projects, providers, and environments.

• Repo Sync

  by @davidondrej

  Manage automatic Git syncing on macOS with repo-sync. Use only when the user explicitly invokes /repo-sync.

• Handoff

  by @davidondrej

  Compact the current conversation into a single, detailed handoff message — everything that happened, why it happened, and what's left — output in a code block so it can be copy-pasted into a fresh agent session. Use when hitting…

• Domain Checker

  by @davidondrej

  Check domain registration in batches through public registry RDAP APIs, without API keys or login. Use for domain availability checks, checking candidate domains, or keyless domain lookup from a CLI. Screens registration status,…

• Github Outside Sandbox

  by @davidondrej

  Run Git and GitHub CLI commands through the host context when sandboxing blocks Keychain authentication, network access, or .git writes. Use for gh auth, repository or PR operations, and git index.lock or permission failures.…

• Box Ascii

  by @davidondrej

  Operate Box by Ascii cloud VMs through its REST API, CLI, and SSH. Use for Box provisioning, environments, secrets, templates, snapshots, stop/resume/fork, or running BB and coding agents on box.ascii.dev. This is for Ascii's…

• Codex Subagent

  by @davidondrej

  Launch OpenAI Codex CLI as a subagent (ChatGPT subscription auth, no API key). Use when delegating a self-contained coding task to Codex from another agent — parallel implementation work, a second opinion, or an independent…

• Persistent Localhost

  by @davidondrej

  Manage persistent dev servers, APIs, and other local processes on a port using macOS LaunchAgents. Use when starting, stopping, restarting, inspecting, or troubleshooting local servers that should survive shell exit and restart…

• Prompt For Others

  by @davidondrej

  Write a prompt teammates can give their AI agents to apply a fix, upgrade, or setup change. Use only when the user explicitly invokes /prompt-for-others.

• Git Worktree

  by @davidondrej

  Use Git worktrees to isolate parallel coding tasks. Use when setting up a task checkout, working in a shared repo, or managing existing worktrees.

• Fireflies Transcript

  by @davidondrej

  Fetch raw Fireflies.ai meeting transcripts. Use only when the user explicitly invokes /fireflies-transcript; for YouTube, use youtube-transcript.

• Total Review

  by @davidondrej

  Run Fable and GPT reviews, then combine their findings for the user's approval. Use only when the user explicitly invokes /total-review.

• Fable Review

  by @davidondrej

  Launch a Fable 5 Max 1M code reviewer and return its findings verbatim. Use only when the user explicitly invokes /fable-review.

• Gpt Review

  by @davidondrej

  Launch a GPT 5.6 Sol Max code reviewer and return its findings verbatim. Use only when the user explicitly invokes /gpt-review.

• Herdr

  by @davidondrej

  Operate and coordinate AI agents running inside Herdr in Ghostty. Use when the user says "Use the Herdr skill," mentions Herdr, or asks to inspect, message, wait for, or coordinate agents in a Herdr workspace. Herdr-specific; do…

• Folder Specific Claude And Agents Md

  by @davidondrej

  Create a specialized CLAUDE.md (+ AGENTS.md symlink) inside a specific folder to give future agents folder-scoped context. Use when the user asks to create a CLAUDE.md for a folder, write folder instructions, or add agent…

• Bb Plugins

  by @davidondrej

  Build, install, and debug bb plugins. Use when the user wants a bb plugin, a sidebar panel, a bb CLI subcommand, an agent tool, a theme, a provider, or to extend bb itself. For running threads and the core bb CLI, use bb-cli…

• Ask Then Build

  by @davidondrej

  Clarify a feature, change, or refactor through questions, then write a build prompt for another agent. Use for /ask-then-build or requests to ask questions before producing an implementation prompt.

• Global Agent Guardrails

  by @davidondrej

  Configure the shared guard against catastrophic shell commands in local AI agents. Use when changing block patterns, adding an agent or machine, or investigating why a command was or wasn't blocked.

• Save Idea

  by @davidondrej

  Save ideas, observations, content topics, projects, and convictions in ~/code/ideas. Use when the user asks to capture an idea or insight. Adds to idea backlogs, not reminders or tasks.

• Gnhf

  by @kunchenguid

  Use when the user asks to run GNHF, says they are going to sleep or leaving and wants an agent-managed coding run, asks to supervise, steer, or review an active GNHF run, or gives feedback on GNHF results.

• Scientific Toolkit Skill

  by @zLanqing

  Research computing toolkit for optoelectronic information science and engineering, MATLAB/Octave, Python scientific analysis, signal processing, image processing, statistics, simulation, optimization, publication figures,…

• Pymoo

  by @zLanqing

  Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.

• Matlab

  by @zLanqing

  MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing, image processing,…

• Pymatgen

  by @zLanqing

  Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.

• Astropy

  by @zLanqing

  Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems,…

• Matplotlib

  by @zLanqing

  Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for…

• Qutip

  by @zLanqing

  Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational…

• Statsmodels

  by @zLanqing

  Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with…

• Bm Writing

  by @basicmachines-co

  Apply the user-customizable writing standard for Basic Memory notes created or substantially revised by Codex. Use with bm-checkpoint, bm-decide, bm-remember, and other Basic Memory note-writing workflows.

• Bm Status

  by @basicmachines-co

  Report the Basic Memory for Codex configuration, reachability, hook expectations, recent Codex checkpoints, and active tasks.

• Bm Setup

  by @basicmachines-co

  Set up Basic Memory for Codex at user or project level by mapping a Basic Memory project and seeding schemas.

• Bm Orient

  by @basicmachines-co

  Resume from an exact Basic Memory checkpoint or orient Codex from current graph and repository evidence.

• Bm Checkpoint

  by @basicmachines-co

  Create an immutable Codex handoff in Basic Memory and return an exact bm-orient resume command.

• Bm Setup

  by @basicmachines-co

  Set up the Basic Memory plugin for this project — a short guided interview that configures the project mapping, seeds note schemas, learns or suggests placement conventions, and enables capture reflexes. Use when the user runs…

• Memory Capture

  by @basicmachines-co

  Capture the current state of a working thread or conversation into a single coherent Basic Memory note — synthesize where it landed, don't append a log. On re-capture, rewrite the same note in place instead of duplicating. Use…

• Basic Memory Setup

  by @basicmachines-co

  Guide Basic Memory setup in Tau. Use when a user wants to install or configure the Tau memory extension, choose a memory destination or capture policy, verify connectivity, or troubleshoot setup. Check compatibility and obtain…

• Memory Ingest

  by @basicmachines-co

  Process unstructured external input (meeting transcripts, conversation logs, pasted documents) into structured Basic Memory entities. Extracts entities, searches for existing matches, proposes new entities with approval, creates…

• Memory Reflect

  by @basicmachines-co

  Sleep-time memory reflection: review recent conversations and daily notes, extract insights, and consolidate into long-term memory. Use when triggered by cron, heartbeat, or explicit request to reflect on recent activity. Runs…

• Memory Schema

  by @basicmachines-co

  Schema lifecycle management for Basic Memory: discover unschemaed notes, infer schemas, create and edit schema definitions, validate notes, and detect drift. Use when working with structured note types (Task, Person, Meeting,…

• Memory Continue

  by @basicmachines-co

  Resume prior work by rebuilding context from the Basic Memory knowledge graph — pick up where you left off using memory:// URLs, recent activity, and search. Use when starting a session or when the user says 'continue with...',…

• Memory Lifecycle

  by @basicmachines-co

  Manage entity status transitions in Basic Memory: archive completed work, move notes between status folders, update frontmatter, and handle edge cases. Use when marking items complete, archiving old entities, or managing any…

• Memory Metadata Search

  by @basicmachines-co

  Structured metadata search for Basic Memory: query notes by custom frontmatter fields using equality, range, array, and nested filters. Use when finding notes by status, priority, confidence, or any custom YAML field rather than…

• Memory Curate

  by @basicmachines-co

  Curate the Basic Memory knowledge graph: find orphan notes and suggest links, propose typed relations, merge duplicates, audit tags and folders, and build hub notes. Use to organize, connect, and improve a knowledge base as…

• Basic Memory Pi Setup

  by @basicmachines-co

  Set up Basic Memory for a Pi workspace. Use when Basic Memory is not configured, /bm-status shows no project, recall returns setup guidance, or the user asks to enable durable memory, choose CLI vs MCP, or configure automatic…

• Bm Writing

  by @basicmachines-co

  Apply the user-customizable writing standard for Basic Memory notes created or substantially revised by Claude. Use with bm-remember, the basic-memory output style's decision captures, and other Basic Memory note-writing…

• Bm Checkpoint

  by @basicmachines-co

  Save a deliberate work checkpoint to Basic Memory with the story, changed files, verification, decisions, blockers, and the next action. Use when the user asks to checkpoint, wrap up, hand off, or remember the state of the work.

• Bm Orient

  by @basicmachines-co

  Orient Claude from Basic Memory before substantial repo work by reading active tasks, open decisions, recent checkpoints, and repo conventions. Use when resuming old work or when the user asks where things stand.

• Memory Ci Capture

  by @basicmachines-co

  Synthesize GitHub delivery context into a concise Basic Memory project update. Use in CI after `bm ci collect` prepares a ProjectUpdateContext; return only structured AgentSynthesis JSON for `bm ci publish`.

• Basic Memory

  by @basicmachines-co

  Use the Basic Memory knowledge graph for persistent memory across sessions. Search before answering; capture decisions, meetings, and insights as notes.

• Modlens

  by @liustack

  Plug-in vision for text-only models. Hard rule: when a file path or URL with an image extension (.png, .jpg, .jpeg, .webp, .gif, .heic, .heif) appears anywhere in the conversation (typed by the user, injected as a `[Image:…

• Swiftui Ui Patterns

  by @Dimillian

  Best practices and example-driven guidance for building SwiftUI views and components, including navigation hierarchies, custom view modifiers, and responsive layouts with stacks and grids. Use when creating or refactoring…

• Macos Spm App Packaging

  by @Dimillian

  Scaffold, build, and package SwiftPM-based macOS apps without an Xcode project. Use when you need a from-scratch macOS app layout, SwiftPM targets/resources, a custom .app bundle assembly script, or signing/notarization/appcast…

• Swiftui Performance Audit

  by @Dimillian

  Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive view updates, or layout thrash in SwiftUI apps, and…

• Swift Concurrency Expert

  by @Dimillian

  Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file. Concrete actions include…

• Orchestrate Batch Refactor

  by @Dimillian

  Plan and execute large refactor or rewrite efforts efficiently with parallel multi-agent analysis and implementation. Use when a user asks to refactor many files, split workstreams, analyze a target code area, and coordinate…

• App Store Changelog

  by @Dimillian

  Create user-facing App Store release notes by collecting and summarizing all user-impacting changes since the last git tag (or a specified ref). Use when asked to generate a comprehensive release changelog, App Store "What's…

• Swiftui View Refactor

  by @Dimillian

  Refactor and review SwiftUI view files with strong defaults for small dedicated subviews, MV-over-MVVM data flow, stable view trees, explicit dependency injection, and correct Observation usage. Use when cleaning up a SwiftUI…

• Review Swarm

  by @Dimillian

  Parallel read-only multi-agent review of a current git diff or explicit file scope to find behavioral regressions, security or privacy risks, performance or reliability issues, and contract or test coverage gaps. Use when the…