Software Development AI agent skills

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

• Bio Alignment Msa Parsing

  by @FreedomIntelligence

  Parse and analyze multiple sequence alignments using Biopython. Extract sequences, identify conserved regions, analyze gaps, work with annotations, and manipulate alignment data for downstream analysis. Use when parsing or…

• Code Review

  by @flutter

  Performs a comprehensive, multi-step code review of pull requests or local code changes, using iterative refinement (generation, critique, synthesis) to ensure high-quality, actionable feedback. Use when you need to review code…

• Bio Alignment Pairwise

  by @FreedomIntelligence

  Perform pairwise sequence alignment using Biopython Bio.Align.PairwiseAligner. Use when comparing two sequences, finding optimal alignments, scoring similarity, and identifying local or global matches between DNA, RNA, or…

• Dart Build Cli App

  by @flutter

  Architectural patterns, entrypoint structure, exit codes, stream routing, and subprocess spawning for Dart command-line interface (CLI) applications. Use when building CLI tools, console utilities, scripts, argument parsing with…

• Code Documentation

  by @flutter

  Guide for writing effective code documentation, including docstrings, JSDoc, dartdoc, and implementation comments. Use this skill when writing new code, adding features, or improving existing documentation in Dart, Python, or…

• Bio Chipseq Super Enhancers

  by @FreedomIntelligence

  Identifies super-enhancers from H3K27ac ChIP-seq data using ROSE and related tools. Use when studying cell identity genes, cancer-associated regulatory elements, or master transcription factor binding regions that cluster into…

• Benchling Integration

  by @FreedomIntelligence

  Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

• Dart Use Path Package

  by @flutter

  Cross-platform file and directory path manipulation, segment splitting, extension extraction, and context conversion using `package:path` and `package:file`. Use when writing, inspecting, joining, splitting, or refactoring file…

• Bindcraft

  by @FreedomIntelligence

  End-to-end binder design using BindCraft hallucination. Use this skill when: (1) Designing protein binders with built-in AF2 validation, (2) Running production-quality binder campaigns, (3) Using different design protocols…

• Bio Cfdna Preprocessing

  by @FreedomIntelligence

  Preprocesses cell-free DNA sequencing data including adapter trimming, alignment optimized for short fragments, and UMI-aware duplicate removal using fgbio. Applies cfDNA-specific quality thresholds and fragment length…

• Bio Atac Seq Nucleosome Positioning

  by @FreedomIntelligence

  Extract nucleosome positions from ATAC-seq data using NucleoATAC, ATACseqQC, and fragment analysis. Use when analyzing chromatin organization, identifying nucleosome-free regions at promoters, or characterizing nucleosome…

• Grill With Docs

  by @flutter

  Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Use when user wants to stress-test a plan against…

• Bio Atac Seq Atac Qc

  by @FreedomIntelligence

  Quality control metrics for ATAC-seq data including fragment size distribution, TSS enrichment, FRiP, and library complexity. Use when assessing ATAC-seq library quality before or after peak calling to identify problematic…

• Bio Clinical Databases Clinvar Lookup

  by @FreedomIntelligence

  Query ClinVar for variant pathogenicity classifications, review status, and disease associations via REST API or local VCF. Use when determining clinical significance of variants for diagnostic or research purposes.

• Bio Clinical Databases Dbsnp Queries

  by @FreedomIntelligence

  Query dbSNP for rsID lookups, variant annotations, and cross-references to other databases. Use when mapping between rsIDs and genomic coordinates or retrieving basic variant information.

• Bio Batch Processing

  by @FreedomIntelligence

  Process multiple sequence files in batch using Biopython. Use when working with many files, merging/splitting sequences, or automating file operations across directories.

• Dart Use Pattern Matching

  by @flutter

  Applies Dart 3 pattern matching, switch expressions, and destructuring idiomatically to validate data schemas, handle algebraic data types, and decompose control flow. Use when refactoring complex if-else chains, parsing…

• Alphafold

  by @FreedomIntelligence

  Validate protein designs using AlphaFold2 structure prediction. Use this skill when: (1) Validating designed sequences fold correctly, (2) Predicting binder-target complex structures, (3) Calculating confidence metrics (pLDDT,…

• Unix Cli Best Practices

  by @flutter

  Safe, portable, and efficient command-line patterns for macOS/BSD Unix tools (grep, find, sed, awk, xargs, mdfind, pbcopy, open) and modern alternatives (ripgrep, fd). Covers common shell scripting and one-liner use cases…

• Dart Use Ffigen

  by @flutter

  Guide agents to use `package:ffigen` to automatically generate FFI bindings instead of writing them manually. Use this skill when a task involves writing new FFI bindings, extending C/Objective-C/Swift integrations, or replacing…

• Flutter Add Integration Test

  by @flutter

  Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests. Use when adding integration testing to a project, exploring UI components via MCP, or automating user flows with the…

• Dart Use Primary Constructors

  by @flutter

  Help users write syntactically and semantically correct primary constructors in Dart, and migrate/use the new constructor syntax, empty-body semicolon syntax, in-body initializer list syntax, and abbreviated concise constructor…

• Dart Run Static Analysis

  by @flutter

  Execute `dart analyze` to identify warnings and errors, and use `dart fix --apply` to automatically resolve mechanical lint issues. Use during development to ensure code quality and before committing changes.

• Natural Writing

  by @flutter

  Contains well-defined rules for creating natural, accurate, and readable writing. Use whenever authoring longer text, like analysis documents, PR or CL descriptions, or documentation.

• Flutter Apply Architecture Best Practices

  by @flutter

  Architects a Flutter application using the recommended layered approach (UI, Logic, Data). Use when structuring a new project or refactoring for scalability.

• Dart Use Doc Examples

  by @flutter

  How to inject external code examples into Dartdoc using the {@example} directive, and how to filter those files using #hide, #region, and #endregion tags.

• Dart Fix Runtime Errors

  by @flutter

  Uses get_runtime_errors and lsp to fetch an active stack trace, locate the failing line, apply a fix, and verify resolution via hot_reload.

• Dart Migrate To Checks Package

  by @flutter

  Replace the usage of `expect` and similar functions from `package:matcher` to `package:checks` equivalents.

• Ai Analyzer

  by @FreedomIntelligence

  AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。

• Chengfeng Report Bug

  by @Agentchengfeng

  整理、脱敏并上报 chengfeng-videocut 的 GitHub Bug。用户说上报 Bug、反馈剪口播问题、提交 GitHub Issue、这个问题告诉开发者，或要求继续提交已预览的 Bug 草稿时使用。不要用于功能建议、普通排错、代码提交或未获用户确认的自动上报。

• Chengfeng Check Updates

  by @Agentchengfeng

  剪辑环境的唯一管理者：就绪检查（skills 是否最新 → Runtime 是否配套）、Skills 更新激活、Runtime 安装与体检。用户说检查更新、安装剪辑环境、装播放器、检查剪辑环境、剪辑环境就绪了吗、配置转录凭证时使用；业务 Skill（剪口播/字幕/画面/导出）第 0 步也引用本 Skill 的就绪检查。不用于剪辑、字幕、画面、导出本身或项目数据迁移。

• Antislop Human

  by @miqdadbadjuber

  Human and accessibility skill for antislop. Contrast, keyboard, focus, and states for real people. Includes the contrast checker.

• Pumpfun

  by @alsk1992

  Pump.fun - Complete Solana memecoin launchpad. Discovery, trending, gainers, losers, token data all work without a key. Trading requires SOLANA_PRIVATE_KEY.

• Slippage

  by @alsk1992

  Slippage estimation, optimization, and protection for trade execution

• Positions

  by @alsk1992

  Position management with stop-loss, take-profit, and trailing stops

• Rust Hft Arbitrage

  by @alsk1992

  Rust-first cross-venue HFT arbitrage specialist for Solana and EVM

• Sandbox

  by @alsk1992

  Visual HTML canvas sandbox for agent-driven UI and live previews

• Processes

  by @alsk1992

  Background jobs, long-running processes, and task management

• Router

  by @alsk1992

  Smart order routing for best price, liquidity, and execution

• Sizing

  by @alsk1992

  Position sizing with Kelly criterion and bankroll management

• Tailscale

  by @alsk1992

  Tailscale VPN sharing, Serve, and Funnel for remote access

• Sessions

  by @alsk1992

  Session management, conversation history, and checkpoints

• Raydium

  by @alsk1992

  Raydium - swaps, CLMM positions, AMM liquidity on Solana

• Presence

  by @alsk1992

  Online status, activity tracking, and multi-device sync

• Plugins

  by @alsk1992

  Plugin management, installation, and lifecycle control

• Permissions

  by @alsk1992

  Command approvals, tool policies, and exec security

• Pairing

  by @alsk1992

  User pairing, authentication, and trust management

• Commerce Prompt Caching

  by @anthropics

  The reference agents' cache-stable request assembly, covering the static system and per-request context split, the fixed tool list, the rolling conversation breakpoint, which config fields are prompt bytes, and verification.…

• Commerce Ui Tools

  by @anthropics

  The reference presentation-tool contract, covering server-side enrichment, suggestion chips, the event stream, progressive rendering, both roles' built-in components, and adding a vertical component. Load when building or…

• Commerce Trust Safety

  by @anthropics

  The rules the reference agents enforce in code for third-party content, writes, grounding, identity, and memory, each with its module, plus two adversarial-eval rules. Load when handling untrusted tool results, guarding a write…

• Commerce Architecture

  by @anthropics

  How the reference commerce agents of either role are structured, covering the loop, where each rule lives, skills, the backend interface, delegates, and model fields. Load when designing or reviewing the structure of a shopping…

• Argent React Native Optimization

  by @software-mansion

  Optimizes a React Native app by profiling first to find real bottlenecks, then sweeping for mechanical issues. Entry-point for all performance work. Use when the app feels slow, user asks to optimize, fix re-renders, reduce…

• Argent Metro Debugger

  by @software-mansion

  Debug a JS runtime via CDP using argent debugger tools. Primary path is React Native via Metro (iOS / Android / Vega); a subset of the tools (debugger-connect, debugger-status, debugger-evaluate, debugger-log-registry) also…

• Argent React Native Profiler

  by @software-mansion

  Profile a React Native Hermes app to measure re-render and CPU performance using argent profiler tools. Use when optimizing for performance, measuring before/after a fix, spotting slow components, diagnosing re-renders, checking…

• Argent Tv Interact

  by @software-mansion

  Control and inspect TV apps via argent — Apple TV (tvOS), Android TV (leanback), and Amazon Fire TV (Vega). Boot the target, read focus, navigate with the D-pad remote, type, screenshot, and on Vega debug the JS runtime…

• Argent Lens

  by @software-mansion

  Propose multiple visual design variants for on-screen elements and let the human pick in the Argent Lens window. Use when the user asks for design alternatives / options / A-B choices for a screen or component, or any time you…

• Argent Test Ui Flow

  by @software-mansion

  Autonomously test an app UI (iOS or Android) by running interact-screenshot-verify loops using argent MCP tools. Use when testing UI flows, verifying login works, testing navigation, running end-to-end UI test scenarios, manual…

• Argent Ios Device Interact

  by @software-mansion

  Drive a physical iPhone through argent. Use when a physical iPhone is involved (a list-devices iOS entry with kind "device") and ONLY then; never for a simulator. For cable, trust, or signing problems read argent-ios-device-setup.

• Argent Android Emulator Setup

  by @software-mansion

  Set up and connect to an Android emulator using argent MCP tools. Use when starting a new session on Android, booting an emulator, getting a device serial, or before any UI interaction task.

• Argent Ios Device Setup

  by @software-mansion

  Set up a cabled physical iPhone for argent. Use when a physical iPhone is involved (a list-devices iOS entry with kind "device") and ONLY then; never for a simulator.

• Argent Native Profiler

  by @software-mansion

  Native profiling for CPU hotspots, UI hangs, memory issues. iOS via xctrace; Android via Perfetto. Use when diagnosing native-level performance issues.

• Export Agent

  by @open-gitagent

  Converts agent definitions between frameworks — exports to Claude Code, OpenAI, CrewAI, Lyzr, and GitHub Models formats, and imports from Claude, Cursor, and CrewAI projects. Use when the user wants to convert an agent, migrate…

• Run Agent

  by @open-gitagent

  Configures and runs agents with different adapters including Claude, OpenAI, CrewAI, Lyzr, and GitHub Models. Supports local execution, remote git repos, and one-shot prompts. Use when the user wants to run an agent, switch LLM…

• Research

  by @open-gitagent

  Researches a topic by breaking it into subtopics, gathering factual information with reasoning, and producing a structured summary with key findings and open questions. Use when the user asks to research, investigate, look up,…

• Get Started

  by @open-gitagent

  Guides installation of gitagent and creation of first agent with scaffolding, configuration, and validation. Use when the user is new to gitagent, asks how to get started, wants to install gitagent, set up their first agent, or…

• Code Review

  by @open-gitagent

  Reviews code diffs and files for security vulnerabilities (OWASP Top 10), error handling, complexity, naming conventions, and performance issues. Use when the user asks to review a PR, pull request, diff, merge request, or code…

• Compute Ladder

  by @open-gitagent

  Model selection by provider health, not task complexity. Tier 0 (local) handles most tasks. Paid models are break-glass only. Fallbacks activate on 429 or timeout — never on perceived task difficulty.

• Browser

  by @VibiumDev

  Automate browsers with the Vibium CLI. Use to navigate websites, inspect pages, fill forms, extract page data, debug UI behavior, capture screenshots and recordings, or delegate browser goals with vibium run.

• Twitter Cli

  by @public-clis

  Use twitter-cli for ALL Twitter/X operations — reading tweets, posting, replying, quoting, liking, retweeting, following, searching, user lookups. Invoke whenever user requests any Twitter interaction.

• Trade Hypothesis Ideator

  by @tradermonty

  Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets. Use when you have a structured input bundle and want ranked hypothesis cards with experiment designs, kill criteria, and optional…

• Uptrend Analyzer

  by @tradermonty

  Analyzes market breadth using Monty's Uptrend Ratio Dashboard data to diagnose the current market environment. Generates a 0-100 composite score from 5 components (breadth, sector participation, rotation, momentum, historical…

• Stanley Druckenmiller Investment

  by @tradermonty

  Druckenmiller Strategy Synthesizer - Integrates 8 upstream skill outputs (Market Breadth, Uptrend Analysis, Market Top, Macro Regime, FTD Detector, VCP Screener, Theme Detector, CANSLIM Screener) into a unified conviction score…

• Trader Memory Core

  by @tradermonty

  Track investment theses across their lifecycle — from screening idea to closed position with postmortem. Register theses from screener outputs, manage state transitions, attach position sizing, review due dates, and generate…

• Stockbee 20pct Study

  by @tradermonty

  Build and maintain a Stockbee-style daily 20% mover study for US equities by scanning +20%/-20% movers, classifying catalysts and setup context, updating forward outcomes, and summarizing cohort patterns. Use when the user asks…

• Strategy Pivot Designer

  by @tradermonty

  Detect backtest iteration stagnation and generate structurally different strategy pivot proposals when parameter tuning reaches a local optimum.

• Skill Idea Miner

  by @tradermonty

  Mine Claude Code session logs for skill idea candidates. Use when running the weekly skill generation pipeline to extract, score, and backlog new skill ideas from recent coding sessions.

• Stockbee Setup Fluency Trainer

  by @tradermonty

  Build a Stockbee-style setup model book from momentum-burst screener candidates, then update 3-day and 5-day forward outcomes with MFE/MAE, stop-hit status, outcome tags, and cohort statistics. Use when the user wants to study…

• Skill Integration Tester

  by @tradermonty

  Validate multi-skill workflows defined in CLAUDE.md by checking skill existence, inter-skill data contracts (JSON schema compatibility), file naming conventions, and handoff integrity. Use when adding new workflows, modifying…

• Weekly Performance Digest

  by @tradermonty

  Generate a weekly performance summary from closed trader-memory-core theses — win rate, expectancy, profit factor, R-multiple, MAE/MFE, and win/loss pattern analysis by source skill, exit reason, thesis type, sector, and…

• Slack Coding Agent

  by @omnara-ai

  Deploy or update the Slack Coding Agent on Omnara, a coding agent people mention in Slack, in Discord, or on a GitHub pull request that works on a GitHub repository and opens pull requests. Use when the user asks to deploy, set…

• Video Generation Agent

  by @omnara-ai

  Deploy or update the Video Generation Agent on Omnara, an agent that turns a brief into a short video with Remotion, reviews its own frames, and delivers the rendered MP4. Use when the user asks to deploy, set up, update, or…

• Setup Omnara Agent

  by @omnara-ai

  Install and set up Omnara. Use when the user asks to install Omnara or run /setup-omnara-agent.

• Serp Markup Builder

  by @aaron-he-zhu

  Use when the user asks to "optimize meta tags", "write title tags / meta descriptions", "add Open Graph or Twitter cards", or "generate schema / JSON-LD" for FAQ, HowTo, Article, Product, or LocalBusiness rich-result candidates.…

• Memory Management

  by @aaron-he-zhu

  Use when the user asks to "remember project context", review saved findings, initialize runtime memory, archive stale work, reconcile notes, or erase a subject; manages authorized HOT/WARM/COLD working memory across all…

• Geo Content Optimizer

  by @aaron-he-zhu

  Use when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Claude. Not for structural on-page SEO — use on-page-seo-checker; not for net-new drafting —…

• On Page Seo Checker

  by @aaron-he-zhu

  Use when the user asks to "audit on-page SEO" or "diagnose why a single page dropped"; scores titles, meta, header structure, keyword placement, links, and images with prioritized fixes. Not for E-E-A-T / publish-readiness…

• Competitor Analysis

  by @aaron-he-zhu

  Use when the user asks to "analyze competitors" or "竞品分析"; benchmarks competitor keywords, content, backlinks, AI citations, and traffic share into strengths, weaknesses, and an action plan. Not for a pairwise topic-coverage gap…

• Content Quality Auditor

  by @aaron-he-zhu

  Use when auditing content quality, E-E-A-T, or publish readiness; runs a typed 80-item CORE-EEAT profile with evidence coverage, veto checks, and a fix plan. Not for structural tags/headers alone — use on-page-seo-checker; not…

• Serp Analysis

  by @aaron-he-zhu

  Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities for a query. Not for keyword demand discovery — use keyword-research.…

• Domain Authority Auditor

  by @aaron-he-zhu

  Use when auditing domain authority, trust, or citation credibility; runs a peer-relative 40-item CITE profile with evidence coverage and verified manipulation/penalty veto checks. Not for page-level content quality — use…

• Offer Claims Registry

  by @aaron-he-zhu

  Use when the user asks to "register this claim", "log our current offers", or "where is the proof for this figure"; curates claim wording, evidence, disclosures, terms, review dates, and live offers through the append-only…

• Creator Registry

  by @aaron-he-zhu

  Use when the user asks "what did we pay this creator last time" or to "update the creator roster"; curates creator identity, rate, rights, exclusivity, compliance-event, and performance facts through the append-only creators…

• Launch Registry

  by @aaron-he-zhu

  Use when the user asks to "log this launch", query a launch date/embargo, record a stage transition, or update submissions/outcomes; curates launch facts through the append-only launches event stream with optimistic revisions…

• Narrative Registry

  by @aaron-he-zhu

  Use when the user asks to record/query the brand narrative canon, tagline, message hierarchy, voice/naming rules, or a canon re-version; curates complete versioned canon events through the append-only narrative stream and…

• Consent Registry

  by @aaron-he-zhu

  Use when the user asks to "log this subscriber's opt-in", record unsubscribes/complaints, or query lawful basis; curates pseudonymous consent facts through the append-only consent stream and applies suppression/erasure…

• Channel Registry

  by @aaron-he-zhu

  Use when the user asks to register/query a social channel, record channel state, cadence, governance, voice adaptation, UGC permission, or advocacy facts; curates them through the append-only channels event stream and derived…

• Aesthetic Usability

  by @Owl-Listener

  Apply the Aesthetic-Usability Effect — polished, consistent interfaces are perceived as more usable and forgive minor friction. Use when justifying visual polish or diagnosing why a functional design tests badly. For emotional…

• Parallel Concepts

  by @Owl-Listener

  Build several genuinely different solutions to the same problem at once, spread across what the user does rather than how it looks. Use when one direction is on the table and the team is about to refine it by default. For…

• Experience Map

  by @Owl-Listener

  Map the full ecosystem of touchpoints, channels, and relationships across a service. Use when the experience spans more than one product. For one persona's linear journey use `journey-map` (design-research); for backstage…

• Claude To Im

  by @op7418

  Bridge THIS Claude Code or Codex session to Telegram, Discord, Feishu/Lark, QQ, or WeChat so the user can chat with Claude from their phone. Use for: setting up, starting, stopping, or diagnosing the claude-to-im bridge daemon;…