Development

Fast headless browser for QA testing and site dogfooding. (gstack)

Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. (gstack)

Performance regression detection using the browse daemon. (gstack)

Cross-model benchmark for gstack skills. (gstack)

Fast headless browser for QA testing and site dogfooding. (gstack)

Safety guardrails for destructive commands. (gstack)

OpenAI Codex CLI wrapper — three modes. (gstack)

Restore working context saved earlier by /context-save. (gstack)

Save working context. (gstack)

Live developer experience audit. (gstack)

Post-ship documentation update. (gstack)

Restrict file edits to a specific directory for the session. (gstack)

Upgrade gstack to the latest version.

Code quality dashboard. (gstack)

Systematic debugging with root cause investigation. (gstack)

Remove the DebugBridge SPM package and all

Autonomous iOS bug fixer. (gstack)

Live-device iOS QA for SwiftUI apps. (gstack)

Regenerate the iOS debug bridge against the latest upstream gstack templates. (gstack)

YC Office Hours — two modes. (gstack)

Pair a remote AI agent with your browser. (gstack)

Eng manager-mode plan review. (gstack)

Systematically QA test a web application and fix bugs found. (gstack)

Report-only QA testing. (gstack)

Weekly engineering retrospective. (gstack)

Pre-landing PR review. (gstack)

Import cookies from your real Chromium browser into the headless browse session. (gstack)

Codify the most recent successful /scrape flow into a permanent browser-skill on disk. (gstack)

Turn vague intent into a precise, executable spec in five phases. (gstack)

Keep gbrain current with this repo's code and refresh agent search guidance in CLAUDE.md. Wraps the gstack-gbrain-sync orchestrator with state (gstack)

Clear the freeze boundary set by /freeze, allowing edits to all directories again. (gstack)

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. Use when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

Control and interact with a live browser session on any scraped page — click buttons, fill forms, navigate flows, and extract data using natural language prompts or code. Use when the user needs to interact with a webpage beyond simple scraping: logging into a site, submitting forms, clicking through pagination, handling infinite scroll, navigating multi-step checkout or wizard flows, or when a regular scrape failed because content is behind JavaScript interaction. Also useful for authenticated scraping via profiles. Triggers on "interact", "click", "fill out the form", "log in to", "sign in", "submit", "paginated", "next page", "infinite scroll", "interact with the page", "navigate to", "open a session", or "scrape failed".

Install the official Firecrawl CLI and handle authentication. Package: https://www.npmjs.com/package/firecrawl-cli Source: https://github.com/firecrawl/cli Docs: https://docs.firecrawl.dev/sdks/cli

Writes GitHub release notes for Medusa releases in the established style. Use when generating a draft release description from a list of commits and PR metadata. Covers minimal patch releases, single-highlight releases, multi-feature releases, and releases with breaking changes.

Adds and updates TypeDoc (TSDoc) comments to TypeScript source files in the Medusa codebase. Covers HTTP types, API routes, UI components, data models, service interfaces, JS SDK methods, abstract providers, workflow SDK functions, core-flows workflows and steps, and events. Use when adding TSDoc comments to files in packages/core/types/src/http, packages/medusa/src/api, packages/design-system/ui/src/components, packages/modules/*/src/models, packages/core/types/src, packages/core/js-sdk/src, packages/core/utils/src, packages/core/workflows-sdk/src/utils/composer, packages/core/core-flows/src, or packages/core/utils/src/core-flows/events.ts.

Reviews GitHub pull requests for the Medusa repository. Checks PR template compliance, contribution guidelines, code conventions, and community contribution limits. Posts a review comment and applies initial-approval or requires-more label. Use when a PR is opened or updated.

Triages GitHub issues for the Medusa repository. Use when a GitHub issue is opened or receives a new comment. Categorizes the issue, validates it, executes the correct response flow, manages labels, and closes issues when appropriate. Accepts issue number as required argument plus optional title, body, and author.

Create a simple PR from staged changes with an auto-generated commit message

Analyze Cargo.toml dependencies and attempt to remove unused features to reduce compile times and binary size

Update CHANGELOG.md with merged PRs since the last changelog update, categorized by type

Port or introduce an InstantSearch widget or connector-driven feature across this monorepo's JavaScript, React, and Vue flavors. Use when the task is to add a missing wrapper around an existing connector, bring a widget from one flavor to another, or implement a new shared widget end-to-end in `instantsearch.js`, `react-instantsearch`, and `vue-instantsearch`. Triggers include requests like "port X to vue", "add Y to react-instantsearch", "make Z available in all flavors", or "implement the missing InstantSearch wrapper for this connector".

How to write and maintain `.claude/skills/*/SKILL.md` files: source-of-truth-first process, verification steps, and conventions.

LLM-focused code review process for this repo: what to check, how to ground feedback in invariants/tests, and how to verify changes efficiently (including test-report.json).

How the Zig-backed instance graph works (GraphView/NodeReference/EdgeReference), the real Python API surface, and the invariants around allocation, attributes, and cleanup. Use when working with low-level graph APIs, memory management, or building systems that traverse the instance graph.

Instructions for electronics-specific logic and build processes: netlists, PCBs, build steps, and exporters. Use when implementing or modifying build steps, exporters, PCB generation, or BOM/netlist output.

Spec-driven planning for complex design tasks: when to plan, how to write specs as .ato files, and how to verify against requirements.

How the Faebryk component library is structured, how `_F.py` is generated, and the conventions/invariants for adding new library modules. Use when adding or modifying library components, traits, or module definitions.

How the atopile Language Server works (pygls), how it builds per-document graphs for completion/hover/defs, and the invariants for keeping it fast and crash-proof.

How the Faebryk parameter solver works (Sets/Literals, Parameters, Expressions), the core invariants enforced during mutation, and practical workflows for debugging and extending the solver. Use when implementing or modifying constraint solving, parameter bounds, or debugging expression simplification.

How the Zig↔Python binding layer works (pyzig), including build-on-import, wrapper generation patterns, ownership rules, and where to add new exported APIs. Use when adding Zig-Python bindings, modifying native extensions, or debugging C-API interactions.

How FabLL (faebryk.core.node) maps Python node/trait declarations into the TypeGraph + instance graph, including field/trait invariants and instantiation patterns. Use when defining new components or traits, working with the Node API, or understanding type registration.

How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing, formatting, and freeing. Use when working with KiCad file parsing, S-expression generation, or layout sync.

LLM-focused workflow for working in this repo: compile Zig, run the orchestrated test runner, consume test-report.json/html artifacts, and discover/debug ConfigFlags.

How the atopile compiler builds and links TypeGraphs from `.ato` (ANTLR front-end → AST → TypeGraph → Linker → DeferredExecutor), plus the key invariants and test entrypoints. Use when modifying the compiler pipeline, grammar, AST visitors, or type resolution.

Systematically debug a problem using a four-phase workflow

Audit changed code for security sharp edges — dangerous defaults, type confusion, and silent failures

Update an existing OpenSpec change from external context

Implement or resume tasks from an OpenSpec change

当用户要求重构代码（提取组件、合并重复逻辑、重命名变量、优化结构）时触发。提供重构安全检查清单，防止丢失原始上下文。

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。

Python 开发规范，包含 PEP 8 风格、类型注解、异常处理、测试规范等

Review changed code for reuse, quality, and efficiency, then fix any issues found. Also scans project files for size limit violations.

当代码涉及循环内查询、批量 ID 查询、IN 子句、BFS/递归遍历、嵌套 service 调用时触发。防止 N+1 查询、IN 子句过长、递归内存炸裂等性能陷阱。

当编写新模块、设计接口、重构代码或代码审查时触发。提供经典模块化六原则检查清单（大小适中/调用深度/扇入扇出/边界清晰/作用域内聚/可预测性），适用于 PR/Review/新模块设计场景。

Java 开发规范，包含命名约定、异常处理、Spring Boot 最佳实践等

Rust 开发规范（聚焦 Axum + Tokio 后端栈），覆盖工具链、错误处理、异步陷阱、模块组织、依赖管理与测试规范

当代码涉及多租户隔离（TenantContext、tenantId、租户拦截器/过滤器、X-Tenant-Code）时触发。防止租户越权访问、数据串租户等安全问题。

当设计或修改 REST API 响应结构、处理 API 返回值，或生成 Excel/CSV/PDF/对账文件等下游产物时触发。防止 API 设计缺陷导致的字段错位、类型歧义，以及生成产物时关键字段缺失但静默成功的问题。

当重构涉及字段映射（dataIndex、枚举映射、类型转换）时触发。防止字段名推测错误，确保字段映射的正确性。

当用户执行 /ruanzhu 命令或请求生成软著源代码文档时触发。提供软著源代码 DOCX 生成规范。

Go 开发规范，包含命名约定、错误处理、并发编程、测试规范等

Complete plugin development workflow: build, test, icon, troubleshoot, and setup. Use when the user wants to build a plugin, create a plugin, troubleshoot issues, add icons, or install/configure plugins. Triggers on: build plugin, create plugin, develop plugin, new plugin, plugin icon, troubleshoot, debug, setup plugin, install plugin.

Plan work and generate ralph task files for autonomous execution. Use when the user wants to plan tasks, create a prd, run ralph, or fix a batch of issues. Triggers on: ralph, create tasks, plan this, run ralph, prd.

Bump package versions across all platform packages and plugins in lockstep. Use when the user wants to bump versions, update versions, or prepare a release. Triggers on: bump version, bump versions, version bump, update version, prepare release.

Use when verifying and porting an mx-core controller (Post/Note/Page/Comment/Category/etc.) after the MongoDB→PostgreSQL cutover, or when its data shape no longer matches what api-client and admin-vue3 expect. Triggers on "校验 controller"、"check controller"、"迁移 controller"、"修复迁移后的接口"、"data missing after PG migration"、"related/category 字段丢了" and similar.

Use when releasing mx-core server (apps/core), @mx-space/api-client, or @mx-space/cli (mxs) — version bump, changelog, git tag, Docker build, GitHub Release, and Dokploy redeploy. Triggers on "发版", "release a new version", "cut a release", "bump version", "publish api-client", "publish cli", "release mxs".

Create E2E test file for a specified module. Use when adding end-to-end tests for controllers or unit tests for services and repositories.

Run tests. Supports running all tests, single file, or pattern-matched tests.

Review code for MX Space project conventions. Checks NestJS patterns, Drizzle ORM repositories, Zod schemas, API design, etc.

Review all evaluations in the repository against a single code quality standard. Checks ALL evals against ONE standard for periodic quality reviews. Use when user asks to review/audit/check all evaluations for a specific topic or standard. Do NOT use for reviewing a single eval (use eval-quality-workflow instead) or for test coverage (use ensure-test-coverage instead).

Generate asset-actions.yaml from ASSETS.yaml by classifying assets into priority tiers. Use when the user asks to regenerate, update, or refresh the asset actions.

Use Inspect Scout to analyze agent trajectories from evaluation log files. Runs default and custom scanners to detect external failures, formatting issues, reward hacking, and ethical refusals. Use when user asks to check/analyze agent trajectories. Trigger when the user asks you to run the "Check Agent Trajectories" workflow.

Crawl repository PRs, issues, and review comments to distill institutional knowledge into a shared knowledge base. Run periodically by "context agents" to maintain agent_artefacts/repo_context/REPO_CONTEXT.md. Trigger only on specific request.

Investigate datasets from HuggingFace, CSV, or JSON files to understand their structure, fields, and data quality. Trigger whenever you need to explore or inspect a dataset yourself without using pre-written scripts.

Ensure test coverage for a single evaluation - both reviewing existing tests and creating missing ones. Analyzes testable components, checks tests against repository conventions, reports coverage gaps, and creates or improves tests. Use when user asks to check/review/create/add/ensure tests for an eval. Use whenever you are asked to review an evaluation that contains tests, or whenever you need to write a suite of tests. Do NOT use for fixing a specific failing CI test (use ci-maintenance-workflow instead).

Fix or review a single evaluation against all EVALUATION_CHECKLIST.md standards. Use "fix" mode to refactor an eval into compliance, or "review" mode to assess compliance without making changes. Use when user asks to fix, review, or check an evaluation's quality. Trigger when the user asks you to run the "Fix An Evaluation" or "Review An Evaluation" workflow. Do NOT use for reviewing ALL evals against a single code quality standard (use code-quality-review-all instead).

Review a single evaluation's validity — whether its claims hold up, whether its name is accurate, whether samples can be both succeeded and failed at, and whether scoring measures ground truth. Use when user asks to check validity of an eval, or as part of the Master Checklist workflow. Do NOT use for code quality or test coverage (use eval-quality-workflow or ensure-test-coverage instead).

CI and GitHub Actions maintenance workflows — fix a failing test from a CI URL, fix a failing smoke test, add @pytest.mark.slow markers to slow tests, or review a PR against agent-checkable standards. Use when user asks to fix a failing test, fix a smoke test, mark slow tests, or review a PR. Trigger when the user asks you to run the "Write a PR For A Failing Test", "Fix A Failing Smoke Test", "Mark Slow Tests", or "Review PR According to Agent-Checkable Standards" workflow.

Prepare a new release of inspect_evals by creating a release branch, collecting changelog fragments, and opening a PR. Use when user asks to cut/prepare/create a new release or version bump.

Prepare an evaluation for PR submission as an entry to the register. Use when user asks to prepare an eval for submission or finalize a PR. Trigger when the user asks you to run the "Prepare Evaluation For Submission" workflow.

Redirect to the inspect-evals-template for creating new evaluations. New evals are no longer created in this repository — they live in standalone repos. Use when user asks to create/implement/build a new evaluation.

Audit a third-party Inspect AI evaluation for security risks before running it locally. Decide whether the eval is safe by checking for malicious host-side code, externally-fetched files that aren't quality-controlled, sandbox-breakout instructions, weak sandbox configuration, supply-chain hazards, credential exposure, resource exhaustion, and provenance signals. Use when the user asks to audit / vet / security-review an eval repo (GitHub URL or local path), or asks "is it safe to run X". Do NOT use for assessing whether an eval *measures what it claims* (use eval-validity-review) or for general code-quality review (use eval-quality-workflow / code-quality-review-all).

Fix code quality issues identified in a code quality review stored in agent_artefacts/code_quality/<topic>/. Systematically addresses issues found by the code-quality-review-all skill for ANY code quality topic, with validation and testing at each step. Use when user asks to fix issues from a code quality review, or asks to fix issues from agent_artefacts/code_quality/<topic>.

Deploy the BYOA wake-receiver Vercel Function from `deployment/vercel/`. Reads `.env.byoa`, pushes the operator's required env to the Vercel project, deploys via `npx vercel`, health-checks the URL, logs the operator in, and registers the resulting alias as the ship's `source_url` via `ship_byoa_configure`. Picks up from `/byoa-link` (which claims the ship and writes `.env.byoa`). Usage `/byoa-deploy-vercel [env]` (env defaults to `prod`; `live` is an accepted synonym for `prod`).

Onboard a Gradient Bang operator to run a Bring-Your-Own-Agent (BYOA) — logs in with email/password, claims a corp ship as BYOA, generates a per-ship wake secret, and writes `.env.byoa` for the `uv run byoa` CLI. Usage `/byoa-link [env]` (env defaults to `prod`; `live` is an accepted synonym for `prod`).

Generate Gradient News & Observer assets (banners, front pages, prompt experiments) by dispatching to the right newspaper script. Usage `/newspaper <asset-type> [args]` where asset-type is `banner`, `front-page`, or `prompt-experiment`.

Calculate peptide sequence properties including molecular weight, isoelectric point, extinction coefficient, and chemical formula.

Given a gene symbol (e.g. TPMT), query 3 public databases (ClinGen CAR, PharmGKB, Monarch) to obtain gene registry info, FDA drug labels, clinical annotations, and gene-phenotype associations. Save all results into a JSON file.

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Protein Complex Visualization & Analysis - Analyze protein complex: download structure, visualize complex, extract chains, and calculate quality metrics. Use this skill for structural biology tasks involving retrieve protein data by pdbcode visualize complex extract pdb chains calculate pdb basic info. Combines 4 tools from 1 SCP server(s).

Enzyme Inhibitor Design - Design enzyme inhibitor: target structure, pocket prediction, compound screening, and ADMET assessment. Use this skill for enzyme pharmacology tasks involving retrieve protein data by pdbcode pred pocket prank quick molecule docking pred molecule admet calculate mol drug chemistry. Combines 5 tools from 2 SCP server(s).

Convert between molecular formats including SMILES, InChI, InChIKey, and SELFIES for cheminformatics applications.

Protein Structure Quality Assessment - Assess structure quality: basic info, geometry analysis, quality metrics, composition, and visualization. Use this skill for structural biology tasks involving calculate pdb basic info calculate pdb structural geometry calculate pdb quality metrics calculate pdb composition info visualize protein. Combines 5 tools from 1 SCP server(s).

Analyze DNA and RNA sequences including molecular weight calculation, reverse complement generation, and oligonucleotide properties.

Query IGVF Catalog for regulatory element–gene associations within a genomic region, including association scores, element types, and biosample context.

Molecular Visualization Suite - Visualize molecules: convert SMILES to formats, visualize molecule, visualize protein, visualize complex. Use this skill for chemical visualization tasks involving convert smiles to format visualize molecule visualize protein visualize complex. Combines 4 tools from 1 SCP server(s).

Use when the research goal, evaluation target, scope, resources, timeline, or decision criteria are ambiguous, conflicting, or not operationally testable.

Query FAVOR API for variant functional prediction scores (CADD, SIFT, PolyPhen, REVEL, etc.) and gene annotation.

ATC Drug Classification Lookup - Look up drug in ATC classification: ChEMBL ATC class, FDA drug info, PubChem compound, and mechanism of action. Use this skill for pharmacology tasks involving get atc class by level5 get mechanism of action by drug name get compound by name get drug by name. Combines 4 tools from 3 SCP server(s).

Protein Structure Comprehensive Analysis - Comprehensive structure analysis: download PDB, extract chains, calculate geometry, quality metrics, and composition. Use this skill for structural biology tasks involving retrieve protein data by pdbcode extract pdb chains calculate pdb structural geometry calculate pdb quality metrics calculate pdb composition info. Combines 5 tools from 1 SCP server(s).

Use when the Researcher must convert a confirmed scientific goal into a staged, executable research plan with role assignments, milestones, resources, checkpoints, and risk controls.

Drug-Target Structural Biology - Integrate drug and target structure: get drug from ChEMBL, target structure from PDB, dock them, and predict ADMET. Use this skill for structural pharmacology tasks involving get drug by name retrieve protein data by pdbcode quick molecule docking pred molecule admet. Combines 4 tools from 3 SCP server(s).

Computational Analysis via Code Execution - Execute custom computational analysis code, analyze software, and search for reference implementations. Use this skill for computational science tasks involving exec code software analysis search dataset search literature. Combines 4 tools from 2 SCP server(s).

Population Genetics Analysis - Analyze population genetics: Ensembl variation populations, linkage disequilibrium, and variant frequency data. Use this skill for population genetics tasks involving get info variation populations get ld get variation get variant recoder. Combines 4 tools from 1 SCP server(s).

Molecular Docking Pipeline - Complete docking workflow: retrieve protein structure, predict binding pockets, prepare receptor, and dock ligand. Use this skill for structural biology tasks involving retrieve protein data by pdbcode run fpocket convert pdb to pdbqt dock quick molecule docking. Combines 4 tools from 2 SCP server(s).

Binding Site Characterization - Characterize binding sites: predict pockets with fpocket and P2Rank, get binding site info from ChEMBL, and visualize. Use this skill for structural biology tasks involving run fpocket pred pocket prank get binding site by id visualize protein. Combines 4 tools from 3 SCP server(s).

Protein Cross-Database Reference - Cross-reference protein: UniProt entry, NCBI gene, Ensembl xrefs, and PDB structure search. Use this skill for proteomics tasks involving get uniprotkb entry by accession get gene metadata by gene name get xrefs symbol retrieve protein data by pdbcode. Combines 4 tools from 4 SCP server(s).

Convert a file containing identified issues into GitHub issues. Use after running identify-* commands to create corresponding GitHub issues.

Interactively triage the user's local engineering backlog file into GitHub issues. Use when the user wants to process their raw thought notes / ticket backlog into proper GitHub issues.

Identify divergences from the style guide in the $1 library

Match tutorial script blocks to e2e pytest functions and add missing tests

Identify places in the $1 library where the docs and code disagree

Come up with good ideas about what to fix. Use when you have to fix something, but you're not sure what.

Convert a file containing identified issues into a tracked file in current_tasks/. Use after running identify-* commands to create a local record of current issues.

Create a new PRIVATE GitHub repo that is a full-history copy of imbue-ai/forever-claude-template's current main branch, clone it to <parent-dir>/<repo-name> (default $HOME/project), and push. Use when the user asks to "spin up a new forever-claude clone", "fork the forever-claude template as a private repo", "make me a new private copy of forever-claude-template", or similar.

Identify outdated docstrings in the $1 library

Create FIXME's in the codebase for each of the issues in the given input file.

Write ratchet tests to prevent accumulation of code anti-patterns. Use when asked to create a "ratchet test" for tracking and preventing specific code patterns (e.g., TODO comments, inline imports, broad exception handling).

Resolve an agent name or description to an exact mngr agent name. Used by other skills that target agents.

Identify inconsistencies in the $1 library

Fix a GitHub issue given its number or URL. Replicates the bug, finds root cause, implements a fix, and opens a PR.

Create 1-3 short asciinema demo recordings (5-20 seconds each) that demonstrate completed work. Use only when explicitly instructed to create demos.

智能变更日志生成器 - 自动分析Git提交历史，生成符合规范的CHANGELOG.md。支持语义化版本管理、多种输出格式、增量更新和GitHub/GitLab集成。

List all conversation threads

Manage conversation threads (create, switch, update, delete, show)

为任何角色创建独立线程并开始工作

Turn the current chat thread into a GitHub issue spec for an agent to execute

Create 3D CAD models using vcad MCP tools. Use when the user asks to create 3D parts, mechanical components, enclosures, brackets, gears, or any parametric geometry. Supports primitives, sketch-based operations (extrude, revolve, sweep, loft), booleans, patterns, fillets, shell, assemblies, and export to STL/GLB.

Build multi-part assemblies with joints and run physics simulations. Use when the user asks about robot arms, mechanisms, hinges, joints, physics simulation, reinforcement learning environments, or assembly of multiple parts.

Import and work with STEP files using vcad MCP tools. Use when the user mentions STEP files, .step, .stp, importing CAD from other software (Fusion 360, SolidWorks, Onshape), or converting between CAD formats.

Show vcad pattern library with ready-to-use code snippets

Turn the current chat thread into a GitHub issue spec for an agent to execute

Habilidad para crear Google Slides a partir de plantillas. Se activa con solicitudes como 'crea Google Slides,' 'genera diapositivas,' 'crea una presentación,' etc. Usa GAS + clasp CLI para copiar plantillas, reescribir contenido y generar presentaciones desde cero.

Habilidad para crear plugins desde cero durante una sesión de Cowork. Se activa con solicitudes como 'crea un plugin,' 'desarrollo de plugin,' 'crear plugin,' etc. Genera archivos .plugin en modo Cowork.

Habilidad de planificacion para apoyar pruebas A/B de contenido y ciclos de auto-mejora. Cubre el ciclo completo de investigacion de tendencias de mercado -> generacion de hipotesis -> diseno de experimentos -> recopilacion de metricas -> analisis y mejora. Se activa con solicitudes como 'optimizar contenido', 'mejorar publicaciones', 'crear ideas de publicaciones a partir del analisis de tendencias', 'mejorar engagement', etc.

Se utiliza para generar planes de prueba, casos de prueba e informes de prueba. Se activa con solicitudes como 'Crear un plan de pruebas', 'Generar casos de prueba', 'Escribir pruebas E2E', etc.

Realiza búsquedas en tiempo real en X (Twitter) para recopilar y analizar tweets sobre un tema. Produce resultados de búsqueda como informes estructurados (Markdown + JSON + TXT). Se activa con 'Buscar en X', 'Investigar en Twitter', 'Analizar tweets', etc.

Habilidad para crear y mejorar textos de marketing para páginas de destino, páginas de inicio, páginas de precios, entre otras. Se activa con solicitudes como 'escribe el copy,' 'crea el copy del LP,' 'piensa en un titular,' etc. Para textos de correo electrónico, consulte email-sequence. Para textos de popup, consulte popup-cro.

Flujo de trabajo de desarrollo guiado por pruebas con generación de pruebas, análisis de cobertura y soporte para múltiples frameworks

Habilidad para búsqueda semántica de canales y mensajes de Slack. Se activa con solicitudes como 'Buscar en Slack', 'Encontrar canales', 'Buscar mensajes'.

Skill para comprimir archivos PDF grandes. Reducción de tamaño de archivo hasta 98%. Se activa con solicitudes como 'comprimir el PDF', 'hacer el PDF más liviano', 'reducir el tamaño del archivo', etc.

Agente de corrección de artículos en japonés. Verifica errores tipográficos, gramática, consistencia de expresiones y legibilidad, generando sugerencias de corrección como anotaciones en línea. Se activa con solicitudes como 'Corregir esto', 'Verificar el texto', 'Buscar errores tipográficos', 'Revisar el artículo'.

Update ai-agent-camp from upstream safely. Use when the user wants to pull course updates without relying on unsafe Git shortcuts or force operations.

Verify module completion with AI evaluation. Use when the user wants to check if a module (e.g. module 1) was completed successfully after finishing lessons.

Habilidad para convertir cuadernos Jupyter (.ipynb) a cuadernos marimo (.py). Se activa con solicitudes como 'convertir Jupyter,' 'ipynb a marimo,' 'conversión de cuadernos,' etc.

Manage environment variables and credentials for ai-agent-camp. Use when setting up API keys, .env handling, or the credential manager safely.

Lee múltiples textos existentes del usuario, extrae características del estilo de escritura (patrones de terminación de oraciones, longitud de oraciones, ratio kanji/hiragana, tono, tendencias de conjunciones) y genera un perfil de estilo. Se activa con solicitudes como 'Analizar estilo de escritura', 'Imitar esta escritura', 'Aprender estilo de escritura', etc.

Verify local setup for ai-agent-camp with Codex. Use for install checks, dependency checks, hook checks, and initial readiness review.

Start and guide ai-agent-camp lessons in Codex（OpenAIが提供するターミナルベースのAIコーディングアシスタント） by lesson id such as start-0-1 or start-1-1. Use when the user wants the Codex equivalent of the existing slash-command lesson flow.

Habilidad automatizada de revision de codigo compatible con TypeScript, JavaScript, Python, Go, Swift y Kotlin. Analisis de complejidad/riesgo de PR, deteccion de violaciones SOLID y code smells, y generacion de informes de revision. Se activa con solicitudes como 'revisar codigo', 'analizar PR', 'verificar calidad de codigo', 'informe de revision', etc.

Gestiona sesiones tmux de Claude Code en Lightsail vía SSH. Se activa con solicitudes como 'Verificar sesiones', 'Sincronizar PRs', 'Estado de tmux', etc.

Habilidad para enrutar comandos slash de ai-agent-camp en Codex. Se activa con solicitudes como 'ejecutar /start-0-1', 'quiero usar comandos slash', 'enrutamiento de comandos', 'usar comandos de Cursor', etc.

Habilidad para ejecutar comandos de utilidad y configuracion de ai-agent-camp en Codex. Se activa con solicitudes como 'ejecutar /guide', '/setup-api-key', 'comando de utilidad', 'usar utilidad de Cursor', etc.

Universal team coordination skill with dynamic role generation. Uses team-worker agent architecture with role-spec files. Only coordinator is built-in -- all worker roles are generated at runtime as role-specs and spawned via team-worker agent. Beat/cadence model for orchestration. Triggers on "Team Coordinate ".

Load and execute tool specs by category or name

Create or sync milestone worktree for parallel dev

Bump version, generate changelog, tag milestone

Use when a topic needs structured multi-dimensional investigation before planning or decision-making

Get alternative perspectives — review, challenge, or consult

Discover issues via multi-perspective analysis

Use after execution to evaluate code quality across correctness, security, performance, and architecture

Detect version, preview changes, apply workflow upgrades

Manage wiki graph — health, cleanup, search, stats

Capture and search learning insights and tips

Generate overlays to fix workflow command deficiencies

Extract knowledge from artifacts into wiki/spec/issues

Retrospective of git activity and decision quality

Refresh codebase docs from recent changes

Use when accumulated tech debt needs systematic identification and safe reduction

Initialize specs from project structure

Use when creating, revising, or verifying an execution plan for a phase or task

Register tool specs - extract, generate, or optimize

Manage editing boundary restrictions