Software Development AI agent skills

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

• Dispatch

  by @jeremylongshore

  Use when a task file exists in .hyperflow/tasks/ and workers need dispatching. Fans out parallel workers under per-batch Reviewers, runs a final integration review, and commits per sub-task. Endpoint of the auto-chain — no…

• Audit

  by @jeremylongshore

  Use when the user wants a code review on recent changes — quality, spec, security, or performance feedback. Triggers a multi-level (L1-L5) review with a standalone Reviewer; on NEEDS_FIX, offers to apply findings via…

• Trace

  by @jeremylongshore

  Use when encountering bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports. Systematic root-cause analysis before any patch — never blind-patches symptoms. Standalone, ends with a final-integration…

• Deploy

  by @jeremylongshore

  Use when ready to ship — runs pre-push gates (lint, typecheck, build, tests, security sweep), commits, releases, and pushes. Standalone, never auto-invoked. Push always requires explicit confirmation. Trigger with…

• Cache

  by @jeremylongshore

  Use when the user wants to view, search, add, edit, prune, archive, or clear hyperflow memory entries. CRUD interface for `.hyperflow/memory/` — never modifies source code, only memory files. Trigger with /hyperflow:cache, "show…

• Scaffold

  by @jeremylongshore

  Use when starting hyperflow in a new project, refreshing the .hyperflow/ cache, or installing auto-detection shims (AGENTS.md, CLAUDE.md). One-shot project setup; does not start the spec → scope → dispatch chain. Trigger with…

• Plan

  by @jeremylongshore

  Use when a request needs shaping before any code is written — a rough or vague prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. One chain-starter that amplifies the prompt, designs the…

• Status

  by @jeremylongshore

  Use when the user wants a one-screen view of current hyperflow project state — version, profile freshness, memory count, and live progress on every in-flight task. Read-only; never modifies state, never dispatches workers.…

• Shipwright Pipeline

  by @jeremylongshore

  Autonomous app builder that converts plain-English descriptions into fully built, tested applications. Use when the user wants to build a new app, scaffold a project, generate a full-stack application, or create an app from a…

• Bridge

  by @jeremylongshore

  Use when the user wants hyperflow's behavioral rules to apply outside the terminal CLI — in Claude Code Desktop, claude.ai web, or IDE extensions that don't load CLI plugins. Writes a managed doctrine block into the project's…

• Issue

  by @jeremylongshore

  Use when starting a chain from a GitHub issue — turning an issue URL or number into a triaged, planned, dispatched, and reviewed pull request. Classifies the thread (bug → root-cause discipline, feature → plan chain, question →…

• Hyperflow Plan

  by @jeremylongshore

  Hyperflow planning phase. Use when a request needs shaping before code — a rough prompt to sharpen, an ambiguous idea to design, or a clear-enough task to decompose. Verbs like plan, design, brainstorm, explore, "should we",…

• Pr

  by @jeremylongshore

  Use when reviewing an incoming GitHub pull request — runs the multi-level (L1-L5) audit against the PR's real diff range, posts findings as one batched review (inline, summary, or local-only), offers the standard fix chain on…

• Flush

  by @jeremylongshore

  Use when the user wants to manually flush a deferred-commit queue from a prior or interrupted chain. Reads .hyperflow/commits-queue/manifest.json, fast-forwards the staging branch onto the user's branch, deletes staging, clears…

• Sticky

  by @jeremylongshore

  Use when the user wants to set auto-routing mode: on (every task-shaped message routes), auto (intent-verb messages route — default), or off (no auto-routing). Intent-detection runs by default; use this skill to expand to full…

• Pitch Position

  by @jeremylongshore

  Produce a complete positioning document using the Dunford framework — competitive alternatives, unique attributes, value, best-fit customer, market category, positioning statement, and tagline. Use when asked to "write our…

• Buzz Hn

  by @jeremylongshore

  Hacker News post crafter — given a product, feature, or story produces a ready-to-post HN submission (title ≤80 chars, no marketing), honest body text with technical depth, no outbound links, predicted reception analysis, and…

• Handoff

  by @jeremylongshore

  Use when managing a two-session handoff — inspecting, picking up, or reviewing a committed handoff package produced by a session=two scope run. The operator interface over the cross-environment handoff lifecycle (plan in one…

• Hyperflow Dispatch

  by @jeremylongshore

  Hyperflow execution phase. Use when a task file exists in .hyperflow/tasks/ and the work needs building — verbs like build, implement, add, refactor, "wire up", "run the plan", "execute the task". Works batches sequentially with…

• Hyperflow Scaffold

  by @jeremylongshore

  Hyperflow project setup. Use when starting hyperflow in a new project or refreshing its cache — "init hyperflow", "set up hyperflow", "refresh hyperflow", "scaffold hyperflow". One-shot setup of the .hyperflow/ project cache +…

• Hyperflow Trace

  by @jeremylongshore

  Hyperflow debugging. Use for bugs, test failures, runtime errors, broken builds, or "this doesn't work" reports — verbs like debug, "fix it", solve, "why is X failing", "Y is broken", or a pasted stack trace. Systematic…

• Pitch Copy

  by @jeremylongshore

  Landing page and marketing copy — write hero section, problem/solution blocks, proof points, and CTAs. Use when asked to "write landing page copy", "write the homepage", "marketing copy for this feature", "product page copy",…

• Hyperflow Audit

  by @jeremylongshore

  Hyperflow code review. Use when the user wants the current diff, a commit, branch, or PR reviewed — verbs like audit, review, "check for issues", "security check", "code review". Multi-level review (L1 quick → L5 exhaustive),…

• Hyperflow Deploy

  by @jeremylongshore

  Hyperflow ship phase. Use when the user is ready to release — verbs like ship, push, release, deploy, "cut a release", "ready to push". Runs pre-push gates (lint + typecheck + build + tests + security sweep), then asks before…

• Hyperflow Cache

  by @jeremylongshore

  Hyperflow memory manager. Use to view, search, add, edit, prune, or clear hyperflow project memory — "show memory", "search memory for X", "clear memory", "what does hyperflow remember about Y". CRUD over .hyperflow/memory/ only…

• Apex Recon

  by @jeremylongshore

  Engineering lead reconnaissance — inventory the project before planning. Use when asked to "understand this project", "orient me on this codebase", "what's the state of the repo", "what's in progress", or before starting work on…

• Pitch Landing

  by @jeremylongshore

  Use when asked to structure a landing page for positioning, plan a conversion-optimized page layout, or design a launch page. Examples: "landing page for product launch", "conversion-optimized layout for SaaS"

• Apex Status

  by @jeremylongshore

  CTO-level project status from git and codebase state. Use when asked "where are we", "project status", "what's done", or at the start of a work session.

• Apex

  by @jeremylongshore

  Engineering lead — hand Apex any task and it routes internally. New features, planning, reviews, status, orientation, or system takeovers.

• Setting Up Cloudwatch Observability

  by @aws

  Sets up CloudWatch Application Observability (also called Omni) for the first time. Covers creating an Omni Space or Domain; configuring and listing Omni access grants (who has access and at what level) and access profiles…

• Llm To Bedrock

  by @aws

  Use when the user wants to migrate code that calls OpenAI, Gemini/Google AI, or the Anthropic API to Amazon Bedrock — a pure model/SDK rewrite. End-to-end: assesses the codebase, rewrites SDK calls, evaluates output quality…

• Upgrading Mwaa Environments

  by @aws

  Upgrades an MWAA environment to a newer Airflow version — within 2.x, within 3.x, or across the 2.x-to-3.x boundary. Computes the version-jump path, inserting the 2.11.x stepping-stone and Python-transition step when needed.…

• Authoring Mwaa Workflow

  by @aws

  Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless. Covers operator selection, timeout design, retry strategy, scheduling, failure notifications,…

• Debugging Mwaa Workflow

  by @aws

  Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments. Provisioned uses aws mwaa invoke-rest-api, CloudWatch log groups, and get-environment;…

• Testing Mwaa Workflow

  by @aws

  Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python DAG, via Airflow REST API) and Serverless (YAML workflow, via StartWorkflowRun). Verifies the artifact is…

• Aws Cleanrooms

  by @aws

  Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatch logging for custom ML model training and inference jobs. Use when a…

• Execution

  by @alsk1992

  Execute trades on prediction markets with slippage protection and order management

• Clanker

  by @alsk1992

  Deploy ERC20 tokens with Uniswap V4 pools on Base, Ethereum, Arbitrum

• Drift Sdk

  by @alsk1992

  Drift Protocol perpetual futures trading on Solana (direct SDK)

• Jupiter

  by @alsk1992

  Jupiter DEX aggregator - swaps, limit orders, and DCA on Solana

• Feeds

  by @alsk1992

  Real-time market data feeds from 8 prediction market platforms

• Mcp

  by @alsk1992

  Model Context Protocol server management and tool integration

• Arbitrage

  by @alsk1992

  Automated cross-platform arbitrage detection and monitoring

• Mev

  by @alsk1992

  MEV protection against sandwich attacks and front-running

• Identity

  by @alsk1992

  User identity, OAuth connections, and device management

• Bridge

  by @alsk1992

  Cross-chain token transfers using Wormhole and CCTP

• Credentials

  by @alsk1992

  Secure credential management for trading platforms

• Doctor

  by @alsk1992

  System health diagnostics and troubleshooting

• Task Observer

  by @rebelytics

  Monitors task execution for skill improvement opportunities. Use during ANY multi-step task, agentic workflow, or work session where the agent uses tools and produces deliverables. Captures patterns, user corrections, workflow…

• Ccc

  by @cocoindex-io

  This skill should be used when code search is needed (whether explicitly requested or as part of completing a task), when indexing the codebase after changes, or when the user asks about ccc, cocoindex-code, or the codebase…

• Alphagbm Research Insights

  by @AlphaGBM

  Retrieve AlphaGBM's published market insights and research summaries. Use when a user asks for recent AlphaGBM research, market news, an article by market or tag, or the source-backed explanation behind a published view.…

• Semiotic Charts

  by @nteract

  Build, repair, and verify charts in an existing Semiotic project, when Semiotic is explicitly requested, or when evaluating its documented capabilities against a visualization task. Preserve the project's dependency and runtime…

• Chatgpt App Submission

  by @nteract

  Inspect a ChatGPT Apps MCP server codebase and generate chatgpt-app-submission.json with app info suggestions, tool hint justifications, test cases, and negative test cases, then report review-check findings and outputSchema…

• Design Debt Audit

  by @Owl-Listener

  Inventory and prioritise accumulated design inconsistencies across a product. Use when drift has built up over time. For token coverage specifically use `design-token-audit` (designer-toolkit); for WCAG gaps use…

• Empathy Map

  by @Owl-Listener

  Build a Says, Thinks, Does, Feels map for one user or segment. Use when sharing user understanding quickly. For a composite archetype with goals and behaviours use `user-persona`; for cross-session themes use `affinity-diagram`.

• Survey Design

  by @Owl-Listener

  Design unbiased survey instruments — question wording, scales, and sampling — to measure attitudes at scale. Use when you need quantitative breadth. For behavioural experiments, use `a-b-test-design` (prototyping-testing).

• Design Critique

  by @Owl-Listener

  Facilitate a structured team critique — framing, feedback rules, and actionable outcomes. Use when running a session with people in the room. For a solo expert review, use `heuristic-evaluation` (prototyping-testing).

• Error Handling Ux

  by @Owl-Listener

  Design error prevention, detection, and recovery across a product — message content, placement, and escape routes. Use when errors span multiple flows. For validation inside a single form, use `form-design`.

• Summarize Interview

  by @Owl-Listener

  Turn one interview transcript into themes, supporting quotes, and action items. Use immediately after a session. For synthesising many sessions at once, use `affinity-diagram`.

• Interview Script

  by @Owl-Listener

  Write a structured interview guide — warm-up, core exploration, and wrap-up. Use before running interviews. For analysing what comes back, use `summarize-interview`.

• Skillshare

  by @runkids

  Manages and syncs AI CLI skills and agents across 50+ tools from a single source. Use this skill whenever the user mentions "skillshare", runs skillshare commands, manages skills or agents (install, update, uninstall, sync,…

• Sepia

  by @Nanako0129

  Make AI-generated writing read as human-written, in fiction and in professional prose. Repairs the narrative architecture of fiction and stories (based on StoryScope, arXiv:2604.03136); routes professional text through domain…

• Sepia Hemingway

  by @Nanako0129

  Use when a user asks to write or revise fiction in the Hemingway manner, or asks for strong de-AI on a story; applies Sepia's built-in Hemingway voice profile.

• Sepia Refactor

  by @Nanako0129

  Use when a user explicitly requests Sepia refactor for minimal in-place prose revision.

• Sepia Review

  by @Nanako0129

  Use when a user explicitly requests Sepia review to diagnose prose without editing.

• Sepia Recreate

  by @Nanako0129

  Use when a user explicitly requests Sepia recreate for a full rewrite.

• Sepia Write

  by @Nanako0129

  Use when a user explicitly requests Sepia write to create new prose.

• Omh Llm App Dev

  by @rlaope

  [omh] Hermes LLM App Development workflow: prepare a build handoff for an LLM-powered feature with a pinned provider boundary, schema-first outputs, versioned prompt files, grounded retrieval, and an eval suite as a shipped…

• Omh Backend

  by @rlaope

  [omh] Hermes backend workflow: prepare server, API, and data-layer contracts — auth boundary, error paths, response shape, and schema/migration discipline — before implementation. Use when the user says: backend, back-end, back…

• Omh Code Review

  by @rlaope

  [omh] Hermes Code Review workflow: bug-first review with evidence. Use when the user says: code-review, review, audit, find bugs, release gate, claim audit, evidence audit, README claim.

• Omh Native Debugging

  by @rlaope

  [omh] Hermes native-debugging workflow: prepare hypothesis-driven debugging of native binaries and instruct the executor to drive a DAP debugger instead of printf. Use when the user says: native-debugging, native debugging,…

• Omh Ai Slop Cleaner

  by @rlaope

  [omh] Hermes AI slop cleaner workflow: delete AI-generated slop, dead code, and duplication while observable behavior stays identical. Use when the user says: ai-slop-cleaner, cleanup, deslop, refactor, risky,…

• Omh Build Failure Triage

  by @rlaope

  [omh] Hermes Build Failure Triage workflow: classify build, typecheck, lint, test, CI, and DCO failures into minimal safe fix handoffs. Use when the user says: build-failure-triage, build failure triage, build failure,…

• Aws Ai Ml

  by @aws

  Selects, deploys, and customizes AI models on Amazon SageMaker. Fine-tuning (SFT, DPO, RLVR, RLAIF), model selection, dataset preparation, evaluation, deployment to SageMaker endpoints or Bedrock, inference optimization and…

• Aws Observability

  by @aws

  Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to…

• Aws Billing And Cost Management

  by @aws

  Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena, detect cost anomalies, scope…

• Agents Build

  by @aws

  Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource removal. Triggers: "add memory", "remember across sessions", "call agent…

• Aws Sdk Js V3 Usage

  by @aws

  AWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services via @aws-sdk/* packages (aws-sdk-js-v3), or when asked about schemas, runtime validation, serialization, or…

• Aws Serverless

  by @aws

  Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings,…

• Aws Auth

  by @aws

  Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pools) and the AWS Amplify client auth libraries. Covers sign-up/sign-in flows and the login page (Cognito-hosted UI / managed login),…

• Aws Sdk Python Usage

  by @aws

  AWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses AWS services via boto3 or botocore. This includes creating service clients or resources, configuring sessions…

• Aws Iam

  by @aws

  Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limits, Organizations quirks, and SAML/MFA specifics. Also provides structured…

• Agents Harden

  by @aws

  Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate limiting, input validation, and quota guidance. Triggers on: "production…

• Agents Get Started

  by @aws

  Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: "build an agent", "create an agent", "get…

• Investigating Incidents With Aws Devops Agent

  by @aws

  Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or unexplained behavior — keywords like "5xx", "503", "OOM", "latency spike", "deployment failure", "rollback",…

• Aws Secrets Manager

  by @aws

  Secret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords. Prevents AI agents from directly fetching secret values and teaches runtime dynamic references with asm-exec so plaintext…

• Remediating With Aws Security Agent

  by @aws

  Pull AWS Security Agent findings (penetration tests and code reviews) and drive remediation. Use this whenever the user mentions Security Agent, security findings, pentest or penetration test results, code review findings,…

• Analyzing Release Readiness

  by @aws

  Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code changes for risk, correctness, and potential rollback issues before merging. Trigger words include…

• Setup Security Agent

  by @aws

  Configure AWS Security Agent for the current workspace — provision or reuse an agent space, IAM service role, and S3 bucket. Use when the user asks to "set up security agent", "configure security scanner", "is security agent…

• Diff Scanning With Aws Security Agent

  by @aws

  Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan changes, run a diff scan, check what changed for security issues, scan before committing, scan before PR, or any…

• Aws Sdk Swift Usage

  by @aws

  AWS SDK for Swift development patterns. Use when writing Swift code that uses AWS services via aws-sdk-swift package.

• Ig5 Patch And Sign

  by @Minglink

  使用 IG5 对已确定的补丁实施 expected 字节核验、审批写入、当前数据库导出及回滚验证，按需用版本差异定位和已授权函数仿真复核。

• Ig5 Deep Dive

  by @Minglink

  使用 IG5 深入解释函数或输入处理路径，结合调用关系、栈帧、跳转表、虚表、微码和变量切片验证假设，按授权进行函数仿真或审批修改。

• Ig5 Debug Live

  by @Minglink

  使用 IG5 调试车道验证已授权样本的断点、寄存器、单步和异常上下文，结合静态栈帧或显式虚槽定位，区分原生调试与受限函数仿真。

• Narrator Ai Cli

  by @NarratorAI-Studio

  AI 电影/短剧解说视频自动生成（AI 解说大师 CLI Skill）。当用户需要创建电影解说视频、短剧解说、影视二创、AI 配音旁白视频、film commentary、video narration、drama dubbing、movie narration 时触发。内置电影素材库、BGM、多语种配音、解说模板。通过 narrator-ai-cli 命令行实现：搜片→选模板→选 BGM→选配音→生成文案→合成视频的全流程自动化。CLI client…

• Expo Skill Eval

  by @expo

  Evaluate Expo skills in this repo end-to-end - trigger accuracy, generated code quality, and runtime screenshots on iOS simulator and Android emulator via Expo Go (web optional). Use when the user wants to eval an Expo skill,…

• Rmux

  by @Helvesec

  Guide for using RMUX with Claude Code, including the tmux-compatible CLI, agent automation waits, the typed SDK, browser web-share, and the rmux claude launcher.

• Linkedin Marketing

  by @sergebulaev

  Plan, draft, audit, and publish LinkedIn posts and comments. Use when the user wants to write a viral LinkedIn post, draft a comment or reply on any LinkedIn post URL, audit a draft against 2026 algorithm heuristics, remove AI…

• Linkedin Employee Advocacy

  by @sergebulaev

  Stand up and run a LinkedIn employee advocacy program for a marketing or sales team. Covers 14-day launch playbook, brand-guideline governance, per-post time budget, cadence benchmarks, and team ROI (reach, engagement,…

• Linkedin Thread Monitor

  by @sergebulaev

  Track which of your LinkedIn comments earned author replies. Flags the 6-24h warm-reply window where thread momentum peaks, classifies threads as hot/warm/cool/dormant, and routes warm ones to linkedin-reply-handler for…