Software Development AI agent skills

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

• Coding Guidelines

  by @actionbook

  Use when asking about Rust code style or best practices. Keywords: naming, formatting, comment, clippy, rustfmt, lint, code style, best practice, P.NAM, G.FMT, code review, naming convention, variable naming, function naming,…

• M06 Error Handling

  by @actionbook

  CRITICAL: Use for error handling. Triggers: Result, Option, Error, ?, unwrap, expect, panic, anyhow, thiserror, when to panic vs return Result, custom error, error propagation, 错误处理, Result 用法, 什么时候用 panic

• M14 Mental Model

  by @actionbook

  Use when learning Rust concepts. Keywords: mental model, how to think about ownership, understanding borrow checker, visualizing memory layout, analogy, misconception, explaining ownership, why does Rust, help me understand,…

• M15 Anti Pattern

  by @actionbook

  Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad,…

• Core Actionbook

  by @actionbook

  Internal support skill for actionbook MCP selectors used by Rust documentation research workflows. Use only when another rust-skills workflow explicitly requests actionbook-backed selectors.

• M10 Performance

  by @actionbook

  CRITICAL: Use for performance optimization. Triggers: performance, optimization, benchmark, profiling, flamegraph, criterion, slow, fast, allocation, cache, SIMD, make it faster, 性能优化, 基准测试

• Core Agent Browser

  by @actionbook

  Internal support skill for agent-browser CLI workflows used by rust-learner, docs-researcher, and crate-researcher. Use only when browser automation is explicitly required.

• Core Dynamic Skills

  by @actionbook

  Internal command support for dynamic Rust crate skill management. Use only when explicitly invoked by /sync-crate-skills, /clean-crate-skills, or /update-crate-skill.

• Core Fix Skill Docs

  by @actionbook

  Internal maintenance support for checking and fixing generated Rust skill documentation references. Use only when explicitly invoked by /fix-skill-docs.

• Minutes Mirror

  by @silverstein

  Self-coaching analysis of your own behavior across meetings — talk-time ratio, filler words, hedging language, monologue length, energy patterns, and (when meetings are tagged via /minutes-tag) what your behavior in winning…

• Minutes Tag

  by @silverstein

  Lightweight outcome tagging for meetings — won, lost, stalled, great, or noise. Use whenever the user says "tag this meeting", "mark that as a win", "that one was a loss", "tag yesterday's call as stalled", "mark this great",…

• Minutes Live Sidekick

  by @silverstein

  Act as the user's live meeting sidekick inside the current terminal agent session. Use when the user explicitly asks you, the terminal agent, to watch a meeting, follow the live transcript, answer during the call, offer…

• Minutes Search

  by @silverstein

  Search past meeting transcripts and voice memos for specific topics, people, decisions, or ideas. Use this whenever the user asks "what did we discuss about X", "find that meeting where we talked about Y", "what did Alex say",…

• Rust Learner

  by @actionbook

  Use when asking about Rust versions or crate info. Keywords: latest version, what's new, changelog, Rust 1.x, Rust release, stable, nightly, crate info, crates.io, lib.rs, docs.rs, API documentation, crate features,…

• M11 Ecosystem

  by @actionbook

  Use when integrating crates or ecosystem questions. Keywords: E0425, E0433, E0603, crate, cargo, dependency, feature flag, workspace, which crate to use, using external C libraries, creating Python extensions, PyO3, wasm,…

• M13 Domain Error

  by @actionbook

  Use when designing domain error handling. Keywords: domain error, error categorization, recovery strategy, retry, fallback, domain error hierarchy, user-facing vs internal errors, error code design, circuit breaker, graceful…

• M12 Lifecycle

  by @actionbook

  Use when designing resource lifecycles. Keywords: RAII, Drop, resource lifecycle, connection pool, lazy initialization, connection pool design, resource cleanup patterns, cleanup, scope, OnceCell, Lazy, once_cell, OnceLock,…

• Rust Skill Creator

  by @actionbook

  Use when creating skills for Rust crates or std library documentation. Keywords: create rust skill, create crate skill, create std skill, 创建 rust skill, 创建 crate skill, 创建 std skill, 动态 rust skill, 动态 crate skill, skill for…

• Minutes X1 Closeout

  by @silverstein

  Prepare a sourced Minutes meeting outcome for human-governed closeout of existing X1 work. Use when the user wants a meeting decision or commitment to close, defer, escalate, or retire a specific X1 coordination thread. Never…

• Minutes Lint

  by @silverstein

  Health-check your meeting knowledge for contradictions, stale commitments, and decision conflicts. Use when the user asks "any conflicts in my meetings", "check for stale action items", "lint my meetings", "consistency check",…

• Minutes Weekly

  by @silverstein

  Weekly meeting synthesis — themes, decision arcs, stale commitments, and what deserves your attention next week. Use when the user says "weekly review", "what happened this week", "weekly summary", "recap my week", "any…

• Domain Cli

  by @actionbook

  Use when building CLI tools. Keywords: CLI, command line, terminal, clap, structopt, argument parsing, subcommand, interactive, TUI, ratatui, crossterm, indicatif, progress bar, colored output, shell completion, config file,…

• Domain Embedded

  by @actionbook

  Use when developing embedded/no_std Rust. Keywords: embedded, no_std, microcontroller, MCU, ARM, RISC-V, bare metal, firmware, HAL, PAC, RTIC, embassy, interrupt, DMA, peripheral, GPIO, SPI, I2C, UART, embedded-hal, cortex-m,…

• Minutes Release Notes

  by @silverstein

  Draft user-facing Minutes release notes for a version from the commit range, recent GitHub releases, and the repository release checks. Use when the user asks to write, generate, prepare, revise, or review release notes or a…

• M04 Zero Cost

  by @actionbook

  CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征,…

• M05 Type Driven

  by @actionbook

  CRITICAL: Use for type-driven design. Triggers: type state, PhantomData, newtype, marker trait, builder pattern, make invalid states unrepresentable, compile-time validation, sealed trait, ZST, 类型状态, 新类型模式, 类型驱动设计

• M03 Mutability

  by @actionbook

  CRITICAL: Use for mutability issues. Triggers: E0596, E0499, E0502, cannot borrow as mutable, already borrowed as immutable, mut, &mut, interior mutability, Cell, RefCell, Mutex, RwLock, 可变性, 内部可变性, 借用冲突

• M09 Domain

  by @actionbook

  CRITICAL: Use for domain modeling. Triggers: domain model, DDD, domain-driven design, entity, value object, aggregate, repository pattern, business rules, validation, invariant, 领域模型, 领域驱动设计, 业务规则

• Domain Fintech

  by @actionbook

  Use when building fintech apps. Keywords: fintech, trading, decimal, currency, financial, money, transaction, ledger, payment, exchange rate, precision, rounding, accounting, 金融, 交易系统, 货币, 支付

• Domain Iot

  by @actionbook

  Use when building IoT apps. Keywords: IoT, Internet of Things, sensor, MQTT, device, edge computing, telemetry, actuator, smart home, gateway, protocol, 物联网, 传感器, 边缘计算, 智能家居

• Rust Daily

  by @actionbook

  CRITICAL: Use for Rust news and daily/weekly/monthly reports. Triggers on: rust news, rust daily, rust weekly, TWIR, rust blog, Rust 日报, Rust 周报, Rust 新闻, Rust 动态

• Rust Symbol Analyzer

  by @actionbook

  Analyze Rust project structure using LSP symbols. Triggers on: /symbols, project structure, list structs, list traits, list functions, 符号分析, 项目结构, 列出所有, 有哪些struct

• Rust Deps Visualizer

  by @actionbook

  Visualize Rust project dependencies as ASCII art. Triggers on: /deps-viz, dependency graph, show dependencies, visualize deps, 依赖图, 依赖可视化, 显示依赖

• Rust Trait Explorer

  by @actionbook

  Explore Rust trait implementations using LSP. Triggers on: /trait-impl, find implementations, who implements, trait 实现, 谁实现了, 实现了哪些trait

• Rust Call Graph

  by @actionbook

  Visualize Rust function call graphs using LSP. Triggers on: /call-graph, call hierarchy, who calls, what calls, 调用图, 调用关系, 谁调用了, 调用了谁

• Rust Code Navigator

  by @actionbook

  Navigate Rust code using LSP. Triggers on: /navigate, go to definition, find references, where is defined, 跳转定义, 查找引用, 定义在哪, 谁用了这个

• Rust Refactor Helper

  by @actionbook

  Safe Rust refactoring with LSP analysis. Triggers on: /refactor, rename symbol, move function, extract, 重构, 重命名, 提取函数, 安全重构

• Meta Cognition Parallel

  by @actionbook

  EXPERIMENTAL: Three-layer parallel meta-cognition analysis. Triggers on: /meta-parallel, 三层分析, parallel analysis, 并行元认知

• Minutes Mcp Recall

  by @silverstein

  Route meeting-recall questions to the right Minutes MCP tool.

• Dust Flavify

  by @dust-tt

  Review a pull request, branch, commit, diff, or pending changes against Dust's strictest review bar. Use when the user asks to "dust-flavify", "flavify", run a Flavify review, or audit a change against Dust's review standards.…

• Code Contracts

  by @dust-tt

  Define, use, and enforce @cc code-contracts across a codebase.

• Dust Hive

  by @dust-tt

  Information about dust-hive, a CLI tool for running multiple isolated Dust development environments. ALWAYS enable this skill when the working directory is under a repository's `.hives/` directory or `~/dust-hive/`, when its…

• Dust Mcp Server

  by @dust-tt

  Step-by-step guide for creating new internal MCP server integrations in Dust that connect to remote platforms (Jira, HubSpot, Salesforce, etc.). Use when adding a new MCP server, implementing a platform integration, or…

• Dust Posthog Tracking

  by @dust-tt

  Track user interactions as PostHog events while implementing features in `front`, so their usage can be analysed later. Use when adding or changing a user-facing feature, flow, or surface, or when the user mentions PostHog,…

• Dust Audit Log Event

  by @dust-tt

  Add a new audit log event in `front`. Use when instrumenting a new user or system action for WorkOS audit logging, including schema creation, `AuditAction` updates, and the correct emit call after the mutation path.

• Transcription Memory Reconstruction

  by @NxcoreAI

  Reconstruct a complete, searchable memory from an untrusted meeting or conversation transcript. Use for EverRoom background transcription-summary jobs when the caller requires the fixed memory JSON contract.

• Dust React Hook Form Writer

  by @dust-tt

  Write and refactor React forms using react-hook-form with Zod validation. Use when creating new form components, converting existing forms to react-hook-form, or implementing form validation patterns.

• Dust Writing React Effects

  by @dust-tt

  Writes React components without unnecessary useEffect. Use when creating/reviewing React components, refactoring effects, or when code uses useEffect to transform data or handle events.

• Dust Breaking Changes

  by @dust-tt

  CRITICAL guideline - Never introduce breaking changes to the private API without explicit user approval. Always warn and ask for validation first.

• Dust Temporal

  by @dust-tt

  Step-by-step guide for creating Temporal workflows in Dust. Use when adding background jobs, async processing, durable workflows, or task queues.

• Dust Test

  by @dust-tt

  Step-by-step guide for writing focused, practical tests for Dust codebases following the 80/20 principle.

• Dust Swagger

  by @dust-tt

  MANDATORY guideline - Always keep Swagger documentation in sync when modifying API endpoints or schemas.

• Brooks Audit

  by @hyhmrright

  Architecture audit that maps module dependencies, checks layering integrity, and flags structural decay across a codebase, drawing on twelve classic engineering books. Triggers when: user asks to audit architecture, review…

• Brooks Sweep

  by @hyhmrright

  Full-sweep mode: runs a unified analysis across all quality dimensions — code decay, architecture, tech debt, and test quality — then applies fixes directly to the codebase. Safe changes are auto-applied; risky changes are…

• Brooks Test

  by @hyhmrright

  Test quality review drawing on twelve classic engineering books — with primary focus on xUnit Test Patterns, The Art of Unit Testing, How Google Tests Software, and Working Effectively with Legacy Code — that diagnoses…

• Brooks Review

  by @hyhmrright

  PR code review that surfaces decay risks, design smells, and maintainability issues with concrete Symptom → Source → Consequence → Remedy findings, drawing on twelve classic engineering books. Triggers when: user asks to review…

• Brooks Health

  by @hyhmrright

  Combined codebase health dashboard that scores a project across all four quality dimensions — PR quality, architecture, tech debt, and test quality — in a single pass, drawing on twelve classic engineering books. Triggers when:…

• Brooks Debt

  by @hyhmrright

  Tech debt assessment that identifies, classifies, and prioritizes maintainability problems — helping teams build a refactoring roadmap — drawing on twelve classic engineering books. Triggers when: user asks about tech debt,…

• Browser Workflow Skill Builder

  by @openonion

  Create robust browser automation skills for sites like LinkedIn, X/Twitter, YouTube, Stripe, or other logged-in web apps by saving page context, analyzing HTML/CSS, writing skill-local JS extract/verify scripts, and using CSS…

• Topup

  by @openonion

  Check the OpenOnion balance and open the recharge page with the user's own key pre-filled. Reports the balance in plain money, says how long it lasts at $0.10/hour of browser time, and hands over a purchase link that needs no…

• Find Selling Points

  by @openonion

  Mine the codebase for capabilities worth telling people about — the surprising, user-facing ones — and prove each against source before it may be published. Use when writing or auditing marketing copy, a landing page, a README,…

• Oo

  by @openonion

  Connect to a remote ConnectOnion agent, set up a publishable identity, publish selected skills, or follow and sync another publisher. Use for a 0x agent address, /oo, co announce, or co sub workflows; not for ordinary…

• Ship Feature

  by @openonion

  Ship a feature end-to-end — update tests, docs, docs-site, then release to PyPI. Use when user says "ship", "ship feature", "release", or asks to publish a new version.

• Agent Identity

  by @openonion

  Verify an agent's live address and billing account before sharing a chat link, diagnosing a deploy mismatch, or deciding why two hosts share an identity.

• Commit

  by @openonion

  Create git commits with good messages. Use when user says "commit", "create commit", or asks to commit changes.

• Control Center Review

  by @openonion

  Review one captured Control Center build before runtime activation.

• Edu Chem Reaction

  by @wy51ai

  把一个化学反应做成自包含的微观 3D 交互演示网页：左/上为 Three.js 可交互分子动画 （拖滑块看断键·成键·原子重组，分步高亮），右为 KaTeX 反应方程 + 分步讲解 + 原子守恒计数 + 可选能量-反应进程曲线。支持三入口——给定文字反应/方程、随机出题、上传图片识别后演示。 覆盖燃烧、化合/分解/置换/复分解、氧化还原（电子转移可视化）、有机机理（酯化等含催化剂·过渡态）。 统一由 sympy…

• Astra Orchestrator

  by @donvito

  Orchestrate complex Codex coding work for the Pro profile with GPT-6 Astra at medium reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an Astra reviewer. Use for…

• Astra Orchestrator

  by @donvito

  Orchestrate complex Codex coding work for the Plus profile with GPT-5.6 Luna at max reasoning as planner/integrator, Luna subagents for exploration, implementation, testing, and research, and an Astra reviewer. Use for…

• Creator Buddy

  by @SpaceZephyr

  创作者全域内容搜索总控 Skill。用户发送平台名+关键词、平台链接，或要求分析博主、文章风格、热度、点赞、收藏、评论、爆款原因、选题方向时触发；根据平台和任务自动路由到小红书热门笔记、全域内容搜索、公众号爆款搜索、公众号赛道分析等分支 Skill。

• Space Xhs Cover

  by @SpaceZephyr

  根据主题、标题、人像或产品素材和可选背景，使用 Codex 内置 image_gen 制作 3:4 小红书封面。支持提炼封面标题、原创风格推荐、字体与配色选择、主体保真、背景合成、装饰说明，以及单张或多张变体；不需要 API Key。用户提出“做小红书封面”“给笔记配首图”“参考这张图做封面”“把人物放进封面”“做几版封面”时使用。

• Xiaohongshu Search

  by @SpaceZephyr

  小红书热门笔记搜索工具，支持关键词搜索获取热门内容数据，基于数据评分排序推荐热门笔记，助力创作者发现热门趋势、获取创作灵感。仅在主Agent中执行,不派发给子Agent。

• Gzh Explosive Content Detector

  by @SpaceZephyr

  为公众号文章创作打造的专业数据洞察工具。全网持续收录每日爆款文章，收录依据：低粉高阅读、阅读靠前、数据增长中、原创靠前，助力号主获取数据参考。

• Clawteam Dev

  by @win4r

  Use this skill when working inside the ClawTeam repository itself: local development, debugging, reviewing, testing, validating multi-agent flows, or checking whether a code change actually works end-to-end. Use the repository…

• Discover

  by @evo-hq

  Initialize evo for the current repository by exploring the codebase, proposing unexplored optimization dimensions, constructing the benchmark inside a baseline worktree, and running the first experiment. Use when the user…

• Finetuning

  by @evo-hq

  This skill should be used when picking or diagnosing a training move (SFT, LoRA, DPO/KTO/ORPO, RFT, GRPO/PPO/RLOO, RLHF), or when the user mentions fine-tuning, post-training, training recipe, reward design, or weight updates.…

• Infra Setup

  by @evo-hq

  Non-user-invocable provider/setup reference for evo backend switching, prerequisite checks, and auth/install guidance.

• Ship

  by @evo-hq

  Land the winning experiment from an evo run as a clean, mergeable change -- open a PR when the repo has a remote, otherwise merge into the working branch. Distills the best-scoring experiment down to the minimal diff that…

• Report

  by @evo-hq

  Read-only evo run reporting. Use when the user invokes /evo:report, asks what happened overnight, asks what improved recently, asks for the best/frontier candidates, asks for a quick score chart without opening the dashboard, or…

• Subagent

  by @evo-hq

  Protocol that evo optimization subagents follow when dispatched from /optimize. Auto-loaded by spawned subagents via their host's skill loader. The orchestrator may also invoke this skill to understand the brief shape its…

• ClawTeam

  by @win4r

  This skill should be used when the user asks to "create a team", "spawn agents", "assign tasks", "coordinate multiple agents", "check team status", "view kanban board", "send messages between agents", "manage team tasks",…

• Clawteam

  by @win4r

  Multi-agent swarm orchestration. USE THIS (not delegate_task) when the user says team/swarm/multi-agent/clawteam/parallel-agents/agent-team, or asks for multi-perspective analysis (stocks, research, code review, strategy).…

• Macos Load Doctor

  by @daymade

  Diagnoses macOS system-level slowness, heat and fleet-wide timeouts: high load average, leaked per-session child processes (MCP servers, helpers), fork storms, busy loops. Use when the Mac feels slow or hot, fans spin up, or…

• Arkon Review

  by @nduckmink

  Review, approve, request changes on, or reject pending wiki edit drafts in Arkon. Requires editor or admin role. Triggers on: review drafts, pending reviews, check draft queue, approve draft, reject draft, request changes, send…

• Git Pr Flow

  by @wgzhao

  Standard branch, commit, and pull-request workflow for this repo. Use when the user says "提交并创建 PR" or otherwise asks to commit changes and open a PR, instead of only pushing a branch.

• Git Safety Net

  by @daymade

  Audits, preserves and recovers local Git state before cleanup: unpushed or wrong-branch commits, dirty worktrees, duplicate clones, stashes, dangling commits, squash-merge uncertainty. Use when the user fears lost work, wants to…

• Peer Message

  by @daymade

  Bridges Claude Code and Codex sessions when native tools can't reach the target. Use for 跨产品通信 / 脚本回帖 / 送达排查: cross-product messages, hooks or scripts posting to a session, verifying delivery (Held messages included),…

• Openclaw

  by @daymade

  Audits, diffs, copies, and lists providers/models, adds models, and switches the default model in local openclaw.json configs; diagnoses gateway/plugin failures (down, parked, broken, or out of date after an upgrade). Use for…

• Github Contributor

  by @daymade

  Ships pull requests to open-source projects you don't maintain — CONTRIBUTING compliance, PR-size/scope checks, minimal-diff implementation, AI-disclosure PR descriptions, and rebase or bot-review replies. Use for 提 PR / 上游 PR /…

• Debugging Network Issues

  by @daymade

  Investigates network, streaming and protocol failures with falsification-first layered experiments, the general fallback for unknown root causes. Use for ECONNRESET / RST_STREAM / SSE stalls, CDN/CGNAT timeouts or certificate…

• Llm Wiki Setup

  by @daymade

  Co-creates a personal investment-research LLM Wiki (Karpathy's pattern) by interviewing the user for THEIR OWN analysis framework, not a template — a living CLAUDE.md of pure markdown + wikilinks, no RAG in place of compilation.…

• Llm Eval Harness

  by @daymade

  Tests/benchmarks a third-party LLM endpoint (OpenAI- or Anthropic-compatible): availability, fidelity, speed, concurrency, protocol compliance, quality regression. Use before hand-rolling a curl loop, when onboarding a provider,…

• Github Ops

  by @daymade

  Operates GitHub via gh CLI and REST/GraphQL — PRs, issues, Actions, repos, collaborators, org permissions, 2FA — with explicit target, authorization, and independent readback. Use when a write reports success but state didn't…

• Qa Expert

  by @daymade

  Sets up QA testing processes: test strategies, Google Testing Standards test cases, P0-P4 bug tracking, quality metrics, progress reports, autonomous execution via master prompts, and OWASP security testing, with third-party QA…

• Github Sensitive Data Cleanup

  by @daymade

  Scans and removes sensitive data (secrets, API keys, private domains/IPs, PII) from GitHub repository history, then verifies and force-pushes safely. Use for 清理敏感数据 / 历史重写 / 泄露, "scan sensitive data", "clean git history",…

• Tech Selection

  by @daymade

  Gated checklist for choosing a technology (library, framework, storage, data format, model, build-vs-buy, architecture) or reviewing a proposed one. If favorites-search is installed, MUST run it before external research. Returns…

• Product Analysis

  by @daymade

  Multi-path parallel product analysis with cross-model test-time compute scaling. Spawns parallel agents (Claude Code agent teams + Codex CLI) to explore product from multiple perspectives, then synthesizes findings into…

• Macos Permissions

  by @daymade

  Diagnoses and repairs macOS TCC dialogs and silent denials: Full Disk Access, Screen Recording, Microphone, Camera, Accessibility, Automation. Use for recurring prompts, LaunchAgent/uv jobs that fail only in background, broken…

• Douban Skill

  by @daymade

  Export and sync Douban (豆瓣) book/movie/music/game collections to local CSV files via Frodo API. Supports full export (all history) and RSS incremental sync (recent items). Use when the user wants to export Douban…

• Openclaw Model Switch

  by @daymade

  Switches or repairs an OpenClaw instance's model config: changes the default model, adds model definitions, and fixes 401 "Invalid token", "No available channel / model not found", "Thinking level X is not supported", or a…