Software Development AI Skills

Use when one validated cohort analysis must be repeated across many exposure/outcome pairs. Generates one R/Python script per combination from a single methodology template, changing only the…

GCPプロジェクト単位でBigQuery認証を設定するスキル。 gcloud設定プロファイルで複数プロジェクトを安全に分離管理。 「BigQueryに繋ぎたい」「BQ認証」「gcloud認証」「データ分析の認証設定」等のリクエストで発動。

Bind loop 'done' to unfakeable gates. Use to harden egregore/herald loops or promote completion_integrity. Not for QA gates; use night-market-validation-and-qa.

Systematic debugging with MCP integration, auto-invoke from qa-commit, Phase 7 Harden

Query read-only DEX token, market, signal, social, trenches, and WebSocket data. Use for token search, rankings, liquidity, holders, risk metadata, clusters, and trades; prices, K-lines/OHLC, indexes,…

Report this session's output tokens and CO₂ by running the repo's committed EcoLogits port, plus the modelled CO₂/$ saved vs a no-Honey baseline — always labelled with the bench stamp it came from.…

This skill should be used when the user asks to "process beta reader feedback", "alpha reader feedback", "feedback round", "synthesize reader feedback", "reader notes", "beta feedback", "reader…

Install the agent skills into $DEVO_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another…

Canonical Creator entry point for DisCo skill distillation. Use when turning a repository, paper, tutorial, dataset, benchmark, research note, task, or other source material into a verified operating…

Beginner-friendly reverse-engineering workflow for Android Malware Staged Analysis. Use it to collect evidence, choose static or dynamic analysis, correlate runtime behavior, and produce a…

新建、检查或适配面向内容生产的 Obsidian 知识库结构（资料、知识、选题、写作、发布、回流）。用于“搭一个 Obsidian 知识库”“把 vault 接入内容管线”“检查知识库结构”，或 ray-writer 找不到知识库时。只补缺失结构，不动已有笔记。

核心认知引擎 - 强制执行 First Principles, Dialectics, Systems Thinking 与 Communication Protocol

Updates an existing package Skill for a new release of its npm or local package by testing only what changed since the version the Skill names. Use when a maintainer asks to refresh a package Skill…

Edward de Bono's Provocation (Po) technique — state something deliberately wrong or absurd about the problem, then extract useful "movement" from it instead of judging it. Use when a constraint feels…

Position an AI product when everyone claims AI and skeptics call it "just a wrapper." Find the real wedge (data, workflow, trust, domain), make reliability the differentiator, answer "won't the big…

Use when implementing Kafka, RabbitMQ, Pulsar, or JMS producers and consumers in Spring Boot 3. Covers event contracts, idempotency, retries, dead-letter handling, ordering, and outbox delivery.

Post-completion self-review for coding agents that runs simplify, harden, re-verification, and micro-documentation passes on non-trivial code or high-impact configuration changes. Use when a task is…

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Готовит заголовок и описание pull request по изменениям в ветке. Используй, когда просят описать PR, подготовить pull request или написать описание изменений.

Create, read, and edit Word documents — research papers, reports, proposals, and manuscripts. Use when the user asks to generate, modify, or analyze .docx files, convert .doc to .docx, or work with…

Use for software implementation, debugging, refactoring, review, migration, and other repository-changing engineering work where correctness must be verified. Enforces scoped reconnaissance, adaptive…

Writes and reviews composables for Compose and CMP: the Route/Screen/leaf split, state-read placement and stability, loading/empty/error UX states, LazyColumn lists and grids, animation choice,…

Implement one RFC: check its predecessors, present a plan for approval, write the code, then demonstrate every acceptance criterion.

Generate, edit, and read PowerPoint presentations. Create polished decks from scratch with PptxGenJS, edit existing PPTX/POTX via XML workflows, or extract text with markitdown. Triggers: PPT, PPTX,…

Remove the background from an image and produce a transparent PNG by driving the real Adobe Photoshop app on a macOS host. Triggers: remove background, cut out, knock out the subject, isolate the…

Use when adding a heavyweight browser dependency (diagram/chart renderers like mermaid, code editors, big wasm-adjacent libs) to a lightweight DSH Web plugin that must stay small, when wiring a…

Node.js / TypeScript server SDK for Fishjam — backends that create rooms, mint peer tokens, listen to server notifications, and run agents. Use when writing a Node.js / Express / Fastify / Hono /…

Assesses how ready a business is for AI adoption across six dimensions. Evaluates data maturity, tech stack, team skills, process documentation, budget, and culture. Generates a comprehensive…

Use when Codex needs native image generation, editing, or engineered multi-image composition, especially sets, material kits, grids, storyboards, carousels, presentations, panoramas, masked…

Create the OpenSpec specs of behaviour that already exists in the code, so the next change can modify or remove it instead of only adding to it.

基于本地 git diff 的代码审查技能。用于在提交 PR 前先做自检评审，严格复用 pr-review 的三维度标准（代码质量标准、FastGPT 风格规范、常见问题清单），支持审查未暂存改动、已暂存改动、某次提交、或当前分支相对基线分支的全部改动。

Adopt the AI-Native discipline on an existing (brownfield) Go codebase — inventory-not-gate, the three registries, characterization goldens, then card raids package by package. Use once per codebase…

Investigates architecture and software change complexity, from whole-repository runtime paths to a bounded module/design decision. Use for 系统太绕、复杂度审计、调用链/配置太散、架构审查、模块边界、拆分合并, or why a repo is hard to…

Provides KryptoGO Payment integration overview and guides users to the appropriate skill. Use when starting KryptoGO crypto payment integration, setting up environment, or needing general guidance…

Run the WikiSkill self-evolution loop (arXiv 2608.27454) on a Hermes workspace — raw→maintainer→proposer→gate with strict R_val > R_best gating.

Research high-performing X/Twitter content from tracked accounts using Apify's Tweet Scraper V2. Identifies outlier tweets, trending topics, and content patterns to inform content strategy. Use when…

Analyze web page content, structure, and layout to understand what a page contains and how it is organized. Trigger when the user asks to: analyze a page, understand page structure, inspect a website,…

This skill should be used when the user says "get PR comments", "show PR feedback", "what comments on my PR", "PR review comments", "show me the review", "what did reviewers say", or asks about…

Expert methodology for binary patching and bypass development. Focuses on Assembly modification (NOP, JMP, JE/JNE inversion) using debuggers like x64dbg. Includes automated patching scripts for…

Terminal automation CLI for AI agents. Use drive to create tmux sessions, execute commands, send keystrokes, read output, poll for patterns, run commands in parallel across sessions, and manage…

Guide for using the Bright Data CLI (`brightdata` / `bdata`) to scrape websites, search the web, run thousands of pre-built scrapers for structured data, manage proxy zones, and check account budget.…

Work with Effect v4 / effect-smol TypeScript code in this repo

Runs the full PR workflow — creates a feature branch, commits, pushes, and opens the pull request. Use when the user asks to create or open a PR ("create a PR", "push this up and open a PR").

Expert in Angular TypeScript development with scalable, high-performance patterns

Create Fantastical calendar events and reminders from Codex on macOS. Use when the user asks Codex to add, schedule, parse, preview, or send a meeting, appointment, task, reminder, time block, daily…

Cricket data via ESPN public endpoints and Cricsheet open data — live-ish series scoreboards, standings, match summaries and news (ESPN), plus historical ball-by-ball, player stats, and player…

ChEMBL bioactive molecules and drugs via VenusFactory download tools. Use for molecule/drug by ID, similarity/substructure by SMILES, SAR starting points. Do NOT use for openFDA regulatory data (fda)…

Author SKILL.md: frontmatter, structure, writing principles.

Upload local files (screenshots, screen recordings, images, videos) to GitHub as user-attachment assets and return markdown-ready URLs for PR descriptions, issue bodies, or PR/issue comments.

Teaches the flyweight pattern for memory optimization. Use when your application creates large numbers of similar objects and memory consumption is a concern.

Use when completing development phases or branches to identify and update CLAUDE.md or AGENTS.md files that may have become stale - analyzes what changed, determines affected contracts and…