fuzzing-obstacles — Patches past the barriers that stop a fuzzer making progress — checksum and hash verification, magic-value validation, time-based seeds.
game-developer — Use when building game systems, implementing Unity/Unreal Engine features, or optimizing game performance.
gangtise-copilot — Gangtise (岗底斯投研) OpenAPI skill suite installer and diagnostic tool.
gcode — Generate, inspect, dry-run, and statically validate plain FDM `.gcode` from 3D mesh files by orchestrating real slicer CLIs. Use when Codex needs to slice.
general-video — Author or edit a custom HyperFrames composition when no specialized workflow fits, or when BRIEF.md sets flow: companion. Use for longer or multi-scene pieces.
generate-editor-search-query — Generates Unity Search / Quick Search queries and opens the Unity Search window for read-only Unity Editor asset or scene-object lookup requests.
github-contributor — End-to-end playbook for shipping high-quality pull requests to open-source projects you don't maintain — discovery, CONTRIBUTING compliance, PR-size check.
github-ops — Operates GitHub through gh CLI and the REST/GraphQL APIs with explicit target, authorization, impact preview, and independent readback.
github-review-pr — Reviews or re-reviews one contributor pull request—including an explicitly named closed PR being reconsidered—or a bounded newest-to-oldest sweep of all open.
github-sensitive-data-cleanup — Scan and remove sensitive data (secrets, API keys, private domains/IPs, PII) from GitHub repository history.
github-triage — Triages a repository's open GitHub issues and pull requests via the gh CLI.
goal-prompt — Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex.
golang-pro — Implements concurrent Go patterns using goroutines and channels, designs and builds microservices with gRPC or REST.
google-docs — Author and edit Google Docs with the google-docs tools - structured writing, character and paragraph styling, lists, tables, images, headers/footers.
google-sheets — Build and edit Google Sheets with the google-sheets tools - values, formatting, charts, conditional formatting, structure, validation.
google-slides — Build and edit Google Slides through the google-slides MCP tools - slides, grids of cards and columns, text boxes, shapes, images, tables, styling.
grammar-check — Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text.
graph-evolution — Compares Trailmark code graphs at two source code snapshots (git commits, tags, or directories) to surface security-relevant structural changes.
graphql-architect — Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions.
grill-me — A relentless interview to sharpen a plan or design.
grill-with-docs — A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
grilling — Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.
growth-loops — Identify growth loops (flywheels) for sustainable traction. Evaluates 5 loop types: Viral, Usage, Collaboration, User-Generated, and Referral.
gstack — Router for the gstack skill suite. (gstack)
gstack-openclaw-ceo-review — Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger about scope.
gstack-openclaw-investigate — Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior.
gstack-openclaw-office-hours — Use when asked to brainstorm, evaluate whether an idea is worth building, run office hours.
gstack-openclaw-retro — Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking.
guidelines-advisor — Smart contract development advisor based on Trail of Bits' best practices.
guizang-ppt-skill — 生成横向翻页网页 PPT(单 HTML 文件),含 WebGL 背景、演讲者视图、观众屏同步、讲稿备注、章节幕封、数据大字报、图片网格等模板。提供两种风格:① "电子杂志 × 电子墨水"(衬线 + 流体背景 + 暖色) ② "瑞士国际主义"(无衬线 + 网格点阵 +.
hackernews-frontpage — Scrape the Hacker News front page (titles, points, comment counts).
hallmark — Anti-AI-slop design skill for greenfield pages, audits, redesigns, and design extraction from URLs or screenshots.
handoff — Compact the current conversation into a handoff document for another agent to pick up.
hardware-compliance — Reference knowledge base on EU hardware/IoT cybersecurity law.
harness-engineering — This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs.
harness-writing — Designs and improves fuzzing harnesses for C/C++ and Rust.
hosted-agents — This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools.
how — Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live".
humanizer — Rewrite AI-sounding text so it reads like the writer without changing what it says.
hyperframes — Mandatory entry point: read this first for any request to make, create, edit, animate, or render a video, animation, or motion graphic, including a promo.
hyperframes-animation — All animation knowledge for HyperFrames — atomic motion rules, multi-phase scene blueprints, scene transitions, broader motion-design techniques.
hyperframes-audio — Use when audio already placed in a HyperFrames composition needs to be mixed: fade-in/fade-out, crossfade, track gain or volume, volume automation, ducking.
hyperframes-cli — Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play, present, beats, keyframes.
hyperframes-core — The HyperFrames composition contract — build one renderable project.
hyperframes-keyframes — Use when a HyperFrames composition needs a punch-in, punch-out, zoom, reframe, Ken Burns treatment, camera move, visual match/whip handoff.
hyperframes-registry — Search, install, and wire registry blocks and components into HyperFrames compositions.
hyperframes-studio — Use when building or editing a HyperFrames project that people open in Studio: how the timeline should be laid out so it reads well (one caption track.
i-have-adhd — Shape output for a reader with ADHD: lead with the next action, number multi-step work, restate state across turns, suppress tangents.
i18n-expert — This skill should be used when setting up, auditing, or enforcing internationalization/localization in UI codebases (React/TS, i18next or similar.
idea-refine — Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking.
ideal-customer-profile — Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs.
identify-assumptions-existing — Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility.
identify-assumptions-new — Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team.
ima-copilot — Installs, troubleshoots, and personalizes the official Tencent IMA skill (a wrapper layer that orchestrates upstream ima-skill, not a replacement).
image — When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners.
implement — Implement a piece of work based on a spec or set of tickets.
implement-in-app-purchases — Implement, configure, and debug Unity In-App Purchases (IAP) — store connection, product catalog, consumable/non-consumable/subscription purchases.
implement-spec — Implement the result of /to-spec and /to-tickets in code.
improve-animations — Survey a codebase's animation and motion code as a senior motion advisor.
improve-codebase-architecture — Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
influencer-marketing — When the user wants to run influencer, creator, or ambassador partnerships to promote their product — finding and vetting partners, structuring deals.
ingesting-into-data-lake — Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift.
initialize-ai-navigation — Sets up and configures the Unity AI Navigation system — NavMesh surfaces, NavMesh agents, obstacles, links, modifiers, areas and costs.
intended-vs-implemented — The method for finding the gap between what a system is supposed to do and what the code actually does — the class of bug generic scanners miss because they.
interaction-design-board — Generate several genuinely different, runnable HTML interaction prototypes for one product surface, combine them in an interactive Design Board.
internal-comms — A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use.
interpreting-culture-index — Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data.
interrogate — Use for "interrogate", "adversarial review", "multi-model review", "challenge this", "stress test this code", "find blind spots", or "tear this apart".
interview-me — Extracts what the user actually wants instead of what they think they should want.
interview-script — Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections.
investigate — Systematic debugging with root cause investigation. (gstack)
ios-qa — Live-device iOS QA for SwiftUI apps. (gstack)
ios-sync — Regenerate the iOS debug bridge against the latest upstream gstack templates. (gstack)
java-architect — Use when building, configuring, or debugging enterprise Java applications with Spring Boot 3.x, microservices.
javascript-pro — Writes, debugs, and refactors JavaScript code using modern ES2023+ features, async/await patterns, ESM module systems.
job-stories — Create job stories using the 'When [situation], I want to [motivation], so I can [outcome]' format with detailed acceptance criteria.
json-canvas — Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases.
kimi-use — Drive the Kimi desktop app (Kimi.app) through computer-use to query its built-in data plugins — 天眼查 company records, 同花顺 iFinD financials, 财新数据, 标普全球市场财智.
knap — Render Markdown from templates and structured data using Knap CLI.