numpy-io
File I/O operations including binary formats (npy/npz), text processing (csv), and memory-mapping for huge datasets. Triggers: io, load, save, npz, genfromtxt, memmap, loadtxt.
numpy-interop
Protocols for cross-library data exchange including DLPack, buffer interfaces, and __array_ufunc__ for overriding NumPy functions. Triggers: DLPack, interoperability, __array_interface__, __array_ufunc__, buffer protocol.
numpy-indexing
Advanced indexing techniques including slicing, fancy indexing, and boolean masks, along with memory implications of views vs. copies. Triggers: indexing, slicing, fancy indexing, boolean mask, np.where, np.ix_.
numpy-fft
Discrete Fourier Transform routines for spectral analysis, signal filtering, and frequency-domain operations. Triggers: fft, fourier transform, spectral analysis, rfft, fftshift, ifft.
numpy-datetime
Date and time handling with datetime64 and timedelta64, including business day offsets and naive time parsing. Triggers: datetime64, timedelta64, busday, time series, naive time.
adk-rag-agent
Build RAG (Retrieval-Augmented Generation) agents with Google ADK and Vertex AI RAG Engine. Use when implementing document Q&A, knowledge base search, or citation-backed responses. Covers VertexAiRagRetrieval tool, corpus setup, and citation formatting.
gemini-genai
Google python-genai SDK for Gemini 3 Flash, Gemini 3 Pro, and Gemini models. Use when building with Google's Gemini API, google-genai, implementing thinking/reasoning, structured outputs, function calling, image generation, or multimodal. Triggers on "gemini", "google ai", "genai".
gh-address-comments
Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
gh-fix-ci
Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix failing PR CI/CD checks on GitHub Actions and wants a plan + code changes; for external checks (e.g., Buildkite), only report the details URL and mark them out of scope.
react:components
Converts Stitch designs into modular Vite and React components using system-level networking and AST-based validation.
design-md
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
stitch-loop
Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
dev-browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
disk-space-mapper
Analyze disk usage across directories, identify large/old directories, and generate storage reports. Use when you need to find directories consuming disk space, identify candidates for cleanup (directories older than X days AND larger than Y MB), sort results by size, or generate disk usage reports. Supports filtering by age and size, automatic sorting by disk space, and file-based report generation.
commit-message
A skill used when users request to write a commit message.
bear
Interacts with Bear note-taking app on macOS via X-Callback-URL. Use when user asks to create Bear notes, search notes, add text to notes, manage tags, capture web pages to Bear, or perform any other Bear note management tasks. Supports note creation, text appending, tag management, note search, and web page capture.
bpmn2skill
Generate a complete SKILL.md by parsing a BPMN 2.0 XML process and translating tasks, gateways, and events into skill actions and orchestration logic.
classdiagram-to-neo4j
Extract entities, properties, and relationships from UML class diagrams (images) and populate Neo4j graph database. Supports TMF-style diagrams, schema diagrams, and other UML class diagrams. Uses vision models for extraction and generates Cypher queries for Neo4j population.
security-github-review
Security review workflow for GitHub repositories using the Security MCP (OWASP ASVS + NIST 800-53) as the primary reference and mapping layer. Use when asked to security review a repo, produce an OWASP/NIST-aligned checklist, map findings to ASVS/NIST controls, generate a prioritized vulnerability report, or create security requirements/acceptance criteria from repo code/config.
tmf-mcp-builder
Build TM Forum (TMF) MCP servers from TMF OpenAPI specs (TMF6xx/7xx YAML). Use when you are given a TMF OpenAPI file and asked to (1) implement an MCP server exposing TMF operations as tools, (2) generate a mock TMF API server + client + MCP layer, or (3) standardize tool naming, create/update inputs, $ref/allOf handling, and /hub event-subscription patterns for TMF APIs.
repo-structure-reviewer
Audit a repository's structure and propose a safe, approval-gated reorganization plan. Use when asked to review repo anatomy, propose folder changes, or apply an approved reorg with rollback.
bbl-senior-architect
Use for THB-BBL architecture decisions, ADR-ready tradeoff analysis, dependency boundaries, and long-term system impact across request parsing, team building, exports, scheduler, and agent tool boundaries. Do not use for routine implementation where design is already fixed.
bbl-senior-backend
Use for THB-BBL backend/API/schema/security changes across Next.js route handlers, TypeScript services, Prisma schema, and legacy Python backend modules when downstream compatibility must be controlled. Do not use for UI-only work.
skill-creator
Create or update Codex skills (SKILL.md plus optional scripts/references/assets). Use when asked to design a new skill, update an existing skill, or validate/package skills.
bbl-senior-fullstack
Use for coordinated THB-BBL cross-layer work spanning UI, API routes, services/data, and optional legacy Python parity when shared contracts or data flow can drift. Do not use for docs-only work, pure UI polish, or low-risk isolated fixes.
bbl-senior-frontend
Use for THB-BBL UI-first Next.js App Router implementation, accessibility, rendering/state behavior, and frontend performance when backend contracts are stable. Do not use when backend/API/schema contracts need to move.
bbl-senior-devops
Use for THB-BBL CI/CD reliability, deployment hardening, rollback-readiness, environment safety, and operational gates. Do not use for feature-only coding without operational impact.
bbl-senior-qa
Use for THB-BBL risk-tiered validation planning, regression prevention, and release verification for changed behavior across request analysis, team assignment, exports, and scheduler flows. Do not use for implementation-only tasks.
kobo-translation-es
Translation and localization guidelines for KoboToolbox content from English to Spanish. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.
kobo-translation-fr
Translation and localization guidelines for KoboToolbox content from English to French. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.
kobo-translation-srt
Extension to kobo-translation skill specifically for translating video subtitles and transcripts in SRT format. Adds subtitle-specific guidelines for character limits, spoken language patterns, chunked translation context management, and maintaining readability on screen. Use this skill when translating SRT subtitle files for KoboToolbox tutorials, webinars, or educational videos.
kobo-translation
Translation and localization guidelines for KoboToolbox content in French, Spanish, and Arabic. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.
kobo-translation-ar
Translation and localization guidelines for KoboToolbox content from English to Arabic. Use when translating KoboToolbox materials including: (1) Academy courses and educational content, (2) User interface text and documentation, (3) Support articles, (4) Marketing materials, (5) Form building terminology, or (6) XLSForm technical terms. Covers tone, pronouns (tú/usted, tu/vous), gender-inclusive language, and official translations for brand terms and UI elements.
architecture-docs
Use this skill when creating, updating, or maintaining ARCHITECTURE.md files, when users ask about "my architecture documentation" or "architecture", when generating presentations/slides/PowerPoint from architecture documentation, when generating diagrams from architecture documentation, when validating/checking/auditing architecture (including BIAN alignment, META layers, standards compliance), or when answering questions about documented components, data structures, integrations, security, performance, deployment, technology stack, or architectural decisions
architecture-compliance
Generate Compliance Contracts (Contratos de Adherencia) from ARCHITECTURE.md files
architecture-readiness
Use this skill to create Product Owner Specifications documenting business requirements before architecture design
component-index-guardian
Use this skill to create or update docs/components/README.md — the only sanctioned way to modify the component index table. Invoke when: adding a component, removing a component, updating a component name or type, syncing the index after a migration, or any time docs/components/README.md needs to change.
gem
Multimodal AI processing using Google Gemini. Use for analyzing PDFs, images, videos, YouTube links, and other large documents. Ideal when you need to extract information from files that require vision or multimodal understanding.
annotate-talk
Create annotated blog posts from technical talks with slides. Use when asked to convert a video presentation to a blog post, create written content from a talk, or annotate slides with transcript.
kit
Fetch Kit (ConvertKit) newsletter broadcasts for writing context. Use when asked to download newsletters, get past email content for style reference, or fetch broadcasts for analysis.
ppt-rajskill
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
zoom
Download Zoom meeting transcripts. Use when asked to get transcripts from Zoom recordings, download Zoom meeting notes, or fetch Zoom call transcripts.
youtube-transcribe
Download YouTube video transcripts with timestamps. Use when asked to transcribe a YouTube video, get transcript, or extract text from a video URL.
youtube-chapters
Generate chapter summaries with timestamps for YouTube videos using AI. Use when asked to create chapters, summarize video sections, or generate video outline.
org-workflow-rollout
Roll out or update a GitHub Actions workflow file across multiple org repositories with signed commits and PRs
worktrunk
Git worktree management with Worktrunk CLI. Use when the user mentions git worktrees, parallel agents, running multiple Claude instances, branching workflows, or wants to create/switch/merge/remove worktrees. Helps with wt switch, wt list, wt merge, wt remove commands and hook configuration.
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