Software Development AI Skills

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…

ALWAYS use before attempting any fix. Never jump to solutions - investigate root cause first. Use when encountering any technical issue, bug, test failure, or unexpected behavior.

Framework (OSS). Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, loading/empty/error…

How RedAmon tests actually run and how to author them: the per-file Docker gate, the unit/integration/live tiers, and the failure modes that make a green run a lie. Trigger: editing any test_*.py,…

Creates interactive dashboards using Bionic's dashboard DSL.

Reconnaissance and methodology playbook. Use when mapping assets, discovering endpoints, fingerprinting technology, and building a structured testing plan for a new target.

Turns the current session into the operator's SDLC proxy for parallel PRP workstreams in isolated worktrees. It owns the combined outcome, steers autonomous deliveries, holds human and merge gates,…

Find hackathons tailored to your tech profile and location by searching Devpost, Luma, Partiful, MLH, and Eventbrite. Use this skill when a user asks "find me a hackathon", "are there any hackathons…

Complete competitive intelligence system — market mapping, product teardowns, pricing intel, win/loss analysis, battlecards, and strategic monitoring. Goes far beyond SEO to cover the full business…

Build safe, local, defensive reproductions of ALREADY-PATCHED, publicly disclosed security vulnerabilities (CVEs, vendor advisories, AI-agent incidents) for whitepapers, control testing, and…

Delegate a coding task to the Kimi Code CLI (`kimi`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Kimi -…

Use Set and Map for O(1) membership lookups instead of array.includes(). Apply when checking membership repeatedly or performing frequent lookups against a collection.

Applies decision science and cognitive bias research to marketing and product decisions — how people actually choose under uncertainty, and how framing, defaults, sequencing, and social context change…

Switch to a specific browser tab by index. When you need to work with a different tab or return to previous page. Use browser_list_tabs to get tab indices.

Audit authorship, COI, AI use, selective reporting and artifact integrity; not misconduct adjudication.

Use when generating performance hypotheses backed by git history and code evidence.

Central utility skill for GSD operations. Provides config parsing, slug generation, timestamps, path operations, and orchestrates calls to other specialized skills. Acts as the unified entry point…

Use this skill when simulating quadrotor physical dynamics — mapping desired thrust/moments to individual motor RPMs via a propeller allocation matrix, applying first-order motor lag, and integrating…

免杀技术整合：将免杀技术（API 混淆、字符串加密、Syscall、反调试、AMSI 绕过等）植入已有 Loader 代码。当需要向已有 Loader 添加新加载技术、或现有 Loader 被检测到需要替换组件时使用。先读 references/evasion-techniques-db.json 确认组件库中有你需要的技术，再执行集成

Confirms what a third-party library, remote API, build backend, or scraped document actually does before writing code that depends on it — throwaway probes that run in seconds, permissive clients that…

This skill should be used when users request code review, refactoring, or code quality improvements for Ruby codebases. Apply Sandi Metz's four rules for writing maintainable object-oriented code -…

Auto-selects best Kaizen method (Gemba Walk, Value Stream, or Muda) for target

AI DevKit · Publish a ready feature branch for review. Use when the user wants to sync, push, and open or update a code review request on GitHub, GitLab, or another Git host.

Embeds one of this repo's pre-built hub agents (under hub/agents/) into a developer's own application. Use when a developer wants to integrate, add, embed, or wire a GAIA hub agent into their app,…

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

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…

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.

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

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…

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。

Use when something in the Simulation Challenge pipeline is misbehaving — auth errors, agent disconnects, jobs stuck in Pending, jobs ending in Failed, drain frames. Maps a symptom to its likely cause…

Detect Server-Side Request Forgery (SSRF) vulnerabilities in a codebase using a three-phase approach: recon (find outbound call sites), batched verify (trace user input to destinations in parallel…

Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when…

Hunt mass assignment via sensitive field injection and ORM framework exploitation.

Report the compatibility redirect to `C0`; this retired role cannot perform new work.

Clone or update https://github.com/vibe-motion/threejs-earth and render the Three.js Earth route animation with Puppeteer frame capture. Use when users ask for 三维地球航线动画, Three.js Earth, 地球飞线, globe…

Resolve merge conflicts non-interactively, validate build and tests, and finalize conflict resolution

CI failures - read error, minimal fix, verify.

在不执行的前提下，依据显式沙箱策略审查 skill 请求的文件系统、命令、网络、secret 或破坏性操作。

Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code. Use OpenCover format with ReportGenerator for Risk Hotspots showing cyclomatic complexity and untested…

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

Prove that a command-line tool actually did what it said, instead of trusting its exit code and its output. Snapshots the filesystem before and after, names the expected consequence in advance, and…

Generate the post-EXECUTE closeout packet for a plan or phase. Includes archive-readiness classification, drift signal scoring, commit checkpoint recommendation, and move-on next-state recommendation.

Implement PCI DSS requirements for payment card data. Configure cardholder data environment and security controls. Use when processing payment cards.

Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task. Use when a task needs control-plane…

Convert markdown content into a structured storyboard CSV for slide decks, video scripts, or any sequential visual media. Use when the user wants to plan a presentation, break down an article into…

実機ブラウザでの有限探索 QA skill (Bounded DevTools Charter Runner)。クリティカル フロー表 (`.claude/agents/feature-planner.md:84-90`) を 9 チャーターに展開し、 操作数/リトライ/時間の上限つきで chrome-devtools MCP (優先) / claude-in-chrome (フォールバック)…

Profile memory usage in sidecar using Go pprof, system tools, and heap analysis. Covers identifying memory leaks, goroutine leaks, file descriptor accumulation, and CPU profiling. Use when…

当代码涉及支付回调、webhook 通知、notify_url、微信支付/支付宝回调处理时触发。防止回调伪造、重放攻击、金额篡改等支付安全问题。

Use Claude Code as an independent `claude -p` subagent when the user explicitly asks for Claude, wants a second-agent opinion from Claude, or asks to delegate a well-scoped task to Claude. Supports…

Integrate the official Salesforce B2B Commerce open source component library from GitHub into an existing store's site metadata. Use this skill to copy the library's components and labels so they…