Software Development AI agent skills

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

• Web Artifacts Builder

  by @Prismer-AI

  Suite of tools for creating elaborate, multi-component Prismer HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui…

• Prismer Gif Search

  by @Prismer-AI

  Search/download bounded GIFs from Tenor using a credential-redacting Python helper.

• Prismer Xurl

  by @Prismer-AI

  X/Twitter via xurl CLI: raw post search, posting, DM, media.

• Prismer Airtable

  by @Prismer-AI

  Airtable REST API via curl. Records CRUD, filters, upserts.

• Prismer Product Price Monitor

  by @Prismer-AI

  Watch product, flight, or listing prices; alert on target.

• Prismer Maps

  by @Prismer-AI

  Geocode, POIs, routes, timezones via OpenStreetMap/OSRM.

• Prismer Apple Notes

  by @Prismer-AI

  Manage Apple Notes via memo CLI: create, search, edit.

• Prismer Findmy

  by @Prismer-AI

  Track Apple devices/AirTags via FindMy.app on macOS.

• Prismer Python Debugpy

  by @Prismer-AI

  Debug Python: pdb REPL + debugpy remote (DAP).

• Ui Align

  by @Prismer-AI

  Visual-alignment workflow for a new UI need or a UI改进. Index-first (consult the ui-kit registry to avoid re-building an existing primitive), then implement, then run the screenshot harness to capture the component in light/dark…

• Release Rollback

  by @Prismer-AI

  Roll a release back for real when post-deploy regression goes red — apc release rollback flips the current version to pulled and the last good version back to current in the release ledger, and (with --mirror) repoints the bare…

• Release Db Config Sync

  by @Prismer-AI

  Compute the remote DB migration + Nacos config diff before a test release — apc release db-config-sync really spawns sync-test-migrations.ts --dry-run (never a stub) and diffs Nacos key dumps, stopping at the write boundary.…

• Doc Sync

  by @Prismer-AI

  Before merge, mechanize Documentation-First — derive the code delta from git diff, then verify required docs are in sync (CHANGELOG, docs/api, CLAUDE.md/ROADMAP). Any SDK-package change must carry a matching CHANGELOG entry +…

• Code Review

  by @Prismer-AI

  Review a diff against its acceptance criteria in four segments (convention adherence, bug scan, historical-context regressions, test-coverage gaps) as a NON-implementing agent. Findings are sorted by severity, each with…

• Test Result Feedback

  by @Prismer-AI

  Close the acceptance loop for a tested change — consume the apc test TierResult, map EACH acceptance criterion to a pass/fail outcome from structured fields (never chat text), attach an evidence ref, and write it back to the…

• Observability

  by @Prismer-AI

  Periodic health sweep of the running system via the debug pipeline (cloud logs / k8s / daemon / DB slices). On a real anomaly, open a bug task (--kind work_item) carrying the evidence refs so it re-enters the bugfix loop. A…

• Git Ops

  by @Prismer-AI

  Close out a local coding task on the bound daemon — stage, commit, branch, merge, push via cloud git — and when a merge conflicts, STOP and escalate with the file list instead of auto-resolving. Push reaches only the bare…

• Release Ota Promote

  by @Prismer-AI

  Publish signed Electron UI/daemon bundles to a local OTA feed with atomic manifest switch and digest readback, while dry-running the K8s drain_respawn rollout. Prod is refused before writes; feed publication is not client apply.

• Env Doctor

  by @Prismer-AI

  Diagnose the local dev machine before any APC loop step — run apc env doctor, classify each failure into a fault domain, apc env up to auto-fix what is safe, then fingerprint. Keeps env faults out of SUT verdicts.

• Release Tag

  by @Prismer-AI

  Cut a release tag behind a real tier gate and cloud approval readback. The approval, task, approved commit, and resulting tag are bound; self-approval and HEAD drift fail closed. Prod prefixes remain refused.

• Meeting Actions

  by @Prismer-AI

  Turn supplied meeting notes or transcripts into cited decisions, commitments, unresolved questions, and deduplicated Prismer tasks.

• Prismer Node Inspect Debugger

  by @Prismer-AI

  Debug Node.js via --inspect + Chrome DevTools Protocol CLI.

• Prismer Teams Meeting Pipeline

  by @Prismer-AI

  Teams meeting summaries, job replay, Graph subscriptions.

• Prismer Songsee

  by @Prismer-AI

  Audio spectrograms/features (mel, chroma, MFCC) via CLI.

• Prismer Codebase Inspection

  by @Prismer-AI

  Inspect codebases w/ pygount: LOC, languages, ratios.

• Memory Import

  by @Prismer-AI

  Bulk-import an external knowledge base into Prismer memory via the three-layer import pipeline (07 §3.1). Use when the user asks to import/migrate documents, a knowledge base, or notes into workspace memory. Layer 1 lands raw…

• Browser Use

  by @Prismer-AI

  LLM-driven browser automation via the pre-installed browser-use library (chromium already in the image). Use whenever the task needs to interact with web pages beyond a single fetch — multi-step navigation, form filling,…

• Okr

  by @Prismer-AI

  Draft and track a strategic OKR charter — turn a human's plain-language goal into ONE Objective + 2-5 measurable Key Results, link existing tasks, and route the commit to a human sponsor. Use whenever the user wants to set a…

• Sdk Release

  by @Prismer-AI

  SDK build, test, version bump, and release to open source repo + registries. Covers the full pipeline from development in prismer-cloud-next to publishing on npm/PyPI/crates.io/Go.

• Releasing Prod

  by @Prismer-AI

  Use when 把已验证内容发到 Prismer 生产（prod.docbrew.cn / prismer.cloud / APP_ENV=prod），或听到「发生产 / 上 prod / 发版上线 / 打 ali-k8s-prod tag」。涉及 main 部署、prod 迁移、manual deploy 审批点时必读。

• Releasing Test

  by @Prismer-AI

  Use when 把任何批次的改动发到 Prismer 测试环境（test.docbrew.cn / APP_ENV=test），或听到「发测试 / 发 test / 上测试环境 / deploy test / 打 ali-k8s-test tag」。涉及 develop 部署、test 迁移通道、runner 节流时必读。

• Worktree Manager Skill

  by @disler

  Comprehensive git worktree management. Use when the user wants to create, remove, list, or manage worktrees. Handles all worktree operations including creation, deletion, and status checking.

• Create Worktree Skill

  by @disler

  Use when the user explicitly asks for a SKILL to create a worktree. If the user does not mention "skill" or explicitly request skill invocation, do NOT trigger this. Only use when user says things like "use a skill to create a…

• Migrate Glue Devendpoint To Interactive Sessions

  by @aws-samples

  Migrate a legacy AWS Glue development endpoint to a Glue interactive session, following the official AWS migration checklist. Inventories the dev endpoint config, maps it to an equivalent interactive session (runtime role, Glue…

• Glue 09 10 Migration

  by @aws-samples

  Upgrade an AWS Glue ETL job from Glue version 0.9 or 1.0 to Glue 4.0. Runs the job against Glue 4.0, diagnoses failures against a known breaking-change catalogue, patches the job script and configuration, and iterates until the…

• Github Actions

  by @tddworks

  Manage ClaudeBar's GitHub Actions CI/CD pipelines: build, test, and release workflows. Use this skill when: (1) Setting up secrets for CI/CD (certificate, API key, Sparkle key, Codecov) (2) Creating a new release — tag-based or…

• Fix Bug

  by @tddworks

  Guide for fixing bugs in ClaudeBar following Chicago School TDD and rich domain design. Use this skill when: (1) User reports a bug or unexpected behavior (2) Fixing a defect in existing functionality (3) User asks "fix this…

• Token Build

  by @plugin87

  Set up or run the token build pipeline — transform the DTCG tokens/*.json (source of truth) into platform artifacts (CSS variables, Tailwind @theme, JS/TS, iOS Asset Catalog, Android, Compose) with Style Dictionary / Tokens…

• Governance

  by @plugin87

  Govern how the design system evolves — SemVer for tokens/components, the contribution workflow, deprecation policy, and change communication. Use when the user wants to add/promote/deprecate a component or token, decide a…

• Design Qa

  by @plugin87

  Set up or run design QA gates — token + hardcoded-value lint, automated a11y (axe), contrast, visual regression across variants/states/themes/RTL, and the manual a11y checklist. Use when the user wants CI quality gates, to…

• Language Support

  by @live-codes

  Work with 90+ supported languages, compilers, CSS processors, and WASM-compiled languages for markup, style, and script editors. Load this skill when configuring languages, setting up CSS processors, or working with WASM-based…

• Livecodes

  by @live-codes

  Open-source, client-side code playground supporting 90+ languages/frameworks. Runs entirely in the browser with SDK for embedding. Entry point for all LiveCodes skills.

• Sdk Embedding

  by @live-codes

  Create and configure embedded playgrounds using createPlayground(), EmbedOptions, container setup, loading modes (eager/lazy/click), and appUrl for self-hosted instances. Load this skill when embedding LiveCodes in web pages,…

• Sdk Methods

  by @live-codes

  Use SDK methods to interact with playgrounds: run, getCode, setConfig, getConfig, watch, runTests, format, getShareUrl, show, destroy. Load this skill when programmatically controlling embedded playgrounds, reacting to code…

• Configuration

  by @live-codes

  Configure playground behavior through Config object, query parameters, EmbedOptions, editor settings, processors, external resources, and custom settings. Load this skill when setting up project content, configuring CSS…

• Module Resolution

  by @live-codes

  Import npm, deno.land/x, jsr, and GitHub modules without build steps using automatic CDN resolution, custom import maps, and CDN provider prefixes. Load this skill when using bare module imports, configuring CDN providers, or…

• Testing

  by @live-codes

  Write and run automated tests with Jest and Testing Library in the browser. Import code from script editor, use watch mode, and run tests programmatically. Load this skill when writing tests for playground code or running tests…

• Display Modes

  by @live-codes

  Configure how the playground is displayed: full, focus, simple, lite, editor, codeblock, and result modes. Load this skill when choosing display mode for embeddings, configuring read-only views, or showing only result or editor.

• Import Export

  by @live-codes

  Import code from GitHub gists/files/repos, GitLab, URLs, DOM, and local files. Export projects as HTML, JSON, ZIP, or to external services. Load this skill when loading projects from external sources or exporting project state.

• Self Hosting

  by @live-codes

  Deploy LiveCodes to static servers, GitHub Pages, or Docker. Configure SDK appUrl, BASE_URL for subdirectories, and handle share/broadcast services. Load this skill when self-hosting LiveCodes or using a custom app URL.

• Framework Wrappers

  by @live-codes

  Use SDK with React, Vue, Svelte, Solid, Preact, and Web Components. sdkReady callback pattern, reactive props, and framework-specific setup. Load this skill when embedding LiveCodes in a framework application.

• Markdown Integration

  by @live-codes

  Integrate LiveCodes with documentation sites using remark-livecodes, markdown-it-livecodes, gatsby-remark-livecodes, or marked-livecodes for Docusaurus, Astro, VitePress, Next.js, and Storybook.

• Headless Mode

  by @live-codes

  Run playground without visible UI using SDK methods directly. Load this skill when building Markdown compilers, code formatters, or tools that need compiled output without display.

• Getting Started

  by @live-codes

  Quick start for standalone app at livecodes.io, embedding playgrounds with CDN or npm, and self-hosting basics. Load this skill for initial setup and basic usage patterns.

• Gh Action

  by @live-codes

  Use the "Preview in LiveCodes" GitHub Action to generate preview playground links for pull request code changes. Automates playground creation and PR comments.

• Brooks Harness

  by @hyhmrright

  Maintenance orchestrator for the brooks-lint plugin itself. Runs a sequential subagent pipeline — author → eval → QA → trigger-audit → release — to add or edit a skill, refresh the eval suite, keep the four manifests + all…

• Release

  by @hyhmrright

  Cut a brooks-lint release: set the version in package.json, propagate it across all four plugin manifests and every version-bearing text file (README badges, docs site metadata), write the CHANGELOG entry, validate, then commit,…

• Agtx Brainstorm

  by @fynnfluegge

  Enter brainstorm mode to explore a feature or enhancement idea. Stays in discussion mode only — no planning, no implementation. Use /agtx:sweep when ready to push outcomes to the board.

• Agtx Plan

  by @fynnfluegge

  Plan a task implementation. Analyze the codebase, create a detailed plan, write it to .agtx/plan.md, then stop and wait for user approval before making any changes.

• Agtx Research

  by @fynnfluegge

  Explore the codebase to understand a task before planning. Write findings to .agtx/research.md and stop. This is a read-only exploration — do not modify any files.

• Agtx Review

  by @fynnfluegge

  Self-review completed work. Check for correctness, edge cases, and code quality. Write review to .agtx/review.md and stop.

• Agtx Execute

  by @fynnfluegge

  Execute an approved implementation plan. Implement the changes, then write a summary to .agtx/execute.md and stop.

• Membrane Framework

  by @membraneframework

  Work with the Membrane multimedia streaming framework in Elixir. Use this skill whenever the user is building or debugging Membrane pipelines, writing custom Elements, Bins, or Filters, connecting pads, implementing callbacks,…

• Trace And Isolate

  by @rohitg00

  Applies systematic tracing and isolation techniques to pinpoint exactly where a bug originates in code. Use when a bug is hard to locate, code is not working as expected, an error or crash appears with unclear cause, a…

• Root Cause Analysis

  by @rohitg00

  Performs systematic root cause analysis to identify the true source of bugs, errors, and unexpected behavior through structured investigation phases — not just treating symptoms. Use when a user reports a bug, crash, error, or…

• Handoff Protocols

  by @rohitg00

  Manages work transitions between team members or agents by creating structured handoff documents, summarizing project status, documenting key decisions, blockers, and open questions, and generating onboarding briefs. Use when…

• Hypothesis Testing

  by @rohitg00

  Applies the scientific method to debugging by helping users form specific, testable hypotheses, design targeted experiments, and systematically confirm or reject theories to find root causes. Use when a user says their code…

• Structured Code Review

  by @rohitg00

  Performs a structured five-stage code review covering requirements compliance, correctness, code quality, testing, and security/performance. Each stage uses targeted checklists and categorized feedback (Blocker/Major/Minor/Nit)…

• Design First

  by @rohitg00

  Guides the creation of technical design documents before writing code, producing architecture diagrams, data models, API interface definitions, implementation plans, and multi-option trade-off analyses. Use when the user asks to…

• Testing Anti Patterns

  by @rohitg00

  Reviews test code to identify and fix common testing anti-patterns including flaky tests, over-mocking, brittle assertions, test interdependency, and hidden test logic. Flags bad patterns, explains the specific defect, and…

• Task Decomposition

  by @rohitg00

  Breaks down complex software, writing, or research tasks into small, atomic, independently completable units with dependency graphs and milestone breakdowns. Use when the user asks to plan a project, decompose a feature, create…

• Skill Authoring

  by @rohitg00

  Creates and structures SKILL.md files for AI coding agents, including YAML frontmatter, trigger phrases, directive instructions, decision trees, code examples, and verification checklists. Use when the user asks to write a new…

• Crisis Holding

  by @elvisun

  Draft crisis holding statements, journalist Q&A posture, and what-not-to-say guidance from confirmed incident facts, with a hard legal-counsel gate. Builds each statement through proven crisis-comms frameworks (holding-statement…

• Angle Generator

  by @elvisun

  Turn a company update into 3-7 structurally distinct, journalist-shaped story angles. Runs the fact through proven newsroom lenses (perspective, abstraction, news values, data, contrarian, news peg) and refuses rephrasings,…

• Newsjack Monitor Setup

  by @elvisun

  Set up a newsjack monitoring profile for a company so newsjack-detector can run on a schedule. Guides the user through company standing, topics, competitors, proof assets, spokespeople, RSS feed selection, optional X trend…

• Newsworthiness Check

  by @elvisun

  Score whether a news event is worth newsjacking, or whether a user's pitch idea is actually newsworthy to journalists. Uses calibrated anchors, hard anti-inflation rules, standing checks, timing windows, and brand-safety kill…

• Pr Strategist

  by @elvisun

  Opinionated startup-PR strategist that helps founders figure out audience, positioning, news pegs, and drumbeat before any tactical PR. Refuses outlet-naming-before-audience, mass blasts, vanity metrics, and premature agency…

• Coverage Tracker

  by @elvisun

  Run a Google Alerts-style keyword coverage tracker. Uses news-search for recent keyword queries, lets the LLM dedupe and classify real features versus junk, stores decisions in SQLite, and alerts only on new real coverage.

• Coverage Tracker Setup

  by @elvisun

  Set up a lightweight Google Alerts-style coverage tracker for any number of keywords. Creates a tracker config with each keyword and what it actually means, then hands recurrence to the user's agent harness.

• Meta Ad Builder

  by @krusemediallc

  Publish finished creatives as live Meta (Facebook/Instagram) ads via the Meta Marketing API, plus research and ad-copy support. Uploads an image or video, builds a multi-variant TEXT_LIQUIDITY creative, and creates a PAUSED ad…

• Nano Banana Image Ad

  by @krusemediallc

  Generate one or more standalone Meta image-ad creatives via Nano Banana 2 / Nano Banana Pro (Gemini Flash Image family) through the Arcads external API. Locks the model family, auto-strips platform chrome, enforces edge-safe…

• Create Jinx

  by @NPC-Worldwide

  Write a new .jinx file from inputs (name, description, inputs spec as JSON list of strings, python body). Agents use this mid-task to crystallize a repeated block of code into a reusable jinx. The jinx is written to the team's…

• Dormice

  by @BitMiracle-AI

  Operate Dormice self-hosted agent sandboxes — acquire a sandbox, run commands, move files, tune lifecycle policy — through the official E2B SDKs, the native HTTP API and SDK, or the dor CLI. Use when connecting to a Dormice…

• Prompt Analyzer

  by @huangserva

  提示词分析与洞察 - 查看Prompt详情、对比差异、推荐相似提示词、元素库统计

• Traceway Setup

  by @tracewayapp

  Analyze and instrument repositories for Traceway observability. Use when the user wants to plan, add, migrate, or verify Traceway or OpenTelemetry monitoring for backend, browser, full-stack, mobile or iOS, or AI-agent software,…

• Traceway

  by @tracewayapp

  Operate a Traceway observability instance through the traceway CLI: log in, query exceptions, logs, endpoints, and metrics, and debug production issues down to root cause. Use when the user invokes /traceway with a subcommand,…

• Mcp Scripting

  by @nicobailon

  Write mcpScript JavaScript for discovering, inspecting, and calling MCP tools.

• Validate Evaluator

  by @ai-evals-course

  Calibrate an LLM judge against human labels using data splits, TPR/TNR, and bias correction. Use after writing a judge prompt (write-judge-prompt) when you need to verify alignment before trusting its outputs. Do NOT use for…

• Build Review Interface

  by @ai-evals-course

  Build a custom browser-based annotation interface tailored to your data for reviewing LLM traces and collecting structured feedback. Use when you need to build an annotation tool, review traces, or collect human labels.

• Azure Upgrade

  by @microsoft

  Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, change hosting plan, function app…

• Entra App Registration

  by @microsoft

  Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app, configure OAuth, set up authentication, add API permissions, generate service…

• Azure Compliance

  by @microsoft

  Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, security…

• Azure Ai

  by @microsoft

  Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic…

• Azure Storage

  by @microsoft

  Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison.…

• Appinsights Instrumentation

  by @microsoft

  Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights,…

• Entra Agent Id

  by @microsoft

  Provision Microsoft Entra Agent Identity Blueprints, BlueprintPrincipals, and per-instance Agent Identities via Microsoft Graph, and configure OAuth 2.0 token exchange (fmi_path, OBO, cross-tenant) including the Microsoft Entra…

• Azure Messaging

  by @microsoft

  Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. Covers connection failures, authentication errors, message processing issues, and SDK configuration problems. WHEN: event hub SDK error,…

• Unsafe Checker

  by @actionbook

  CRITICAL: Use for unsafe Rust code review and FFI. Triggers on: unsafe, raw pointer, FFI, extern, transmute, *mut, *const, union, #[repr(C)], libc, std::ffi, MaybeUninit, NonNull, SAFETY comment, soundness, undefined behavior,…

• M01 Ownership

  by @actionbook

  CRITICAL: Use for ownership/borrow/lifetime issues. Triggers: E0382, E0597, E0506, E0507, E0515, E0716, E0106, value moved, borrowed value does not live long enough, cannot move out of, use of moved value, ownership, borrow,…

• Rust Router

  by @actionbook

  CRITICAL: Use for ALL Rust questions including errors, design, and coding. HIGHEST PRIORITY for: 比较, 对比, compare, vs, versus, 区别, difference, 最佳实践, best practice, tokio vs, async-std vs, 比较 tokio, 比较 async, Triggers on: Rust,…