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repetiteur/references/ai-skills.md
skillfactor-pipeline 06d3fb1660 feat: repetiteur skill package v0.1.0
2026-08-14 17:44:46 +02:00

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External AI agent skills — repetiteur

Proven, publicly available AI agent skills mapped to this occupation. Nothing is copied from the sources: every entry is a name, a one-line summary and a link to the upstream skill package. Each section names its source repository, commit, license and retrieval date.

Tiers: core = the skill directly exercises a top market hard skill, tool or method (from gated job-ad evidence) or an essential ESCO competence of this occupation; adjacent = plausibly useful, secondary. Entries are capped at 12 per source and 80 in total per occupation (core first, strongest matches survive); everything beyond the caps is excluded and logged in the pipeline audit trail, not in this package.

Matched deterministically (ISCO group + title/competence keywords, tiered against market evidence + ESCO essentials) by pipeline/p5_enrich_ai_skills.py on 2026-07-14.

Source: anthropics/skills

  • Repository: https://github.com/anthropics/skills (commit f6656c1, retrieved 2026-07-14)
  • License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder
Skill Tier What it adds Upstream
docx adjacent Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … source
algorithmic-art adjacent Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original … source
brand-guidelines adjacent Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply. source
canvas-design adjacent Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying … source
theme-factory adjacent Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifact that has been creating, or can generate … source
pdf adjacent Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … source

Source: ConardLi/garden-skills

Skill Tier What it adds Upstream
gpt-image-2 adjacent 面向 GPT Image 2 的图像生成 / 编辑技能。可在 3 种环境下使用：(A) Garden 本地模式，通过 OpenAI 兼容接口直接出图并落盘；(B) Host-Native 模式，把本 Skill 当作提示词工程指引，把渲染好的 prompt 交给宿主 Agent 自带的图像工具出图；(C) Advisor 模式，宿主无任何图像工具时退化为高质量 prompt 顾问。涵盖 18 大类、80+ 个结构化模板，覆盖海报 / UI / 产品 / 信息图 / 学术图 … source
web-design-engineer adjacent Build polished visual web artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations. Use when the user wants a browser-rendered, interactive, or presentational … source

Source: 0-AI-UG/cate

Skill Tier What it adds Upstream
cate-extension core Build, test, and publish a Cate extension, a web panel (optionally backed by a local server) that runs on Cate's canvas. Use when the user wants to create or scaffold a Cate extension, add a panel to Cate, work with the extension manifest, … source

Source: a5c-ai/babysitter

Skill Tier What it adds Upstream
sound-design-direction core Create comprehensive audio design including music cues, sound effects, Foley, and score direction source
docusaurus core Deep integration with Docusaurus for documentation site development. Configure projects, manage sidebars, versioning, i18n, develop plugins, and optimize builds for React-based documentation. source
security-sandbox core Isolated analysis environment management for malware and exploit testing. Create and manage isolated VMs, configure Cuckoo Sandbox, set up REMnux/FlareVM environments, manage Docker-based analysis containers, and capture filesystem and … source
vulkan-compute core Vulkan compute shader development and pipeline configuration. Generate GLSL/HLSL compute shaders, compile to SPIR-V, configure compute pipelines, manage descriptor sets and resource bindings, implement memory barriers and synchronization. source
learning-needs-analysis core Conduct comprehensive learner audience analysis, identify performance gaps, and determine instructional requirements using surveys, interviews, and data analysis source

Source: affaan-m/everything-claude-code

Skill Tier What it adds Upstream
flox-environments core Create reproducible, cross-platform (macOS/Linux) development environments with Flox, a declarative Nix-based environment manager. Use when setting up project toolchains for any language, installing system-level dependencies (compilers, … source

Source: alirezarezvani/claude-skills

Skill Tier What it adds Upstream
social-media-manager core When the user wants to develop social media strategy, plan content calendars, manage community engagement, or grow their social presence across platforms. Also use when the user mentions 'social media strategy,' 'social calendar,' … source
founder-coach core Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter … source

Source: ayoubben18/ab-method

Skill Tier What it adds Upstream
ab-create-roadmap core Turn a larger idea into a dependency-ordered roadmap of tasks — the layer above create-task. Use when the work is several distinct tasks with real ordering between them (schema before API before UI), and you want the whole task graph drawn … source

Source: basicmachines-co/basic-memory

Skill Tier What it adds Upstream
memory-continue core Resume prior work by rebuilding context from the Basic Memory knowledge graph — pick up where you left off using memory:// URLs, recent activity, and search. Use when starting a session or when the user says 'continue with...', 'back … source

Source: brycewang-stanford/Auto-Empirical-Research-Skills

Skill Tier What it adds Upstream
event-study core Use this skill whenever the user wants to conduct an event study, create event study plots, test for parallel trends, implement difference-in-differences designs, or work with any panel data estimation that involves pre/post treatment … source
idea-creator core Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions. source
stata-c-plugins core Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. Use when the user asks to create a Stata plugin, write C/C++ code for Stata, accelerate a Stata command with C, build cross-platform Stata plugins, or … source
pytorch-guide core Avoid common PyTorch mistakes and apply robust training patterns source
pytorch-lightning-guide core PyTorch Lightning framework for scalable model training and research source

Source: citrolabs/ego-lite

Skill Tier What it adds Upstream
ego-browser core ego-browser (ego-lite) is a Chromium-based browser designed from the ground up to be friendly to both human users and AI Agents. AI Agents work in their own isolated space, reusing the user's login state without competing for the browser. … source

Source: davila7/claude-code-templates

Skill Tier What it adds Upstream
dnanexus-integration core DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution. source
progressive-web-app core Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web app manifests, Workbox, 'add to home screen', or wants their web app to work … source

Source: Devin-AXIS/iPolloWork

Skill Tier What it adds Upstream
linear-sprint-planning core Build a realistic Linear cycle plan from current priorities, dependencies, estimates, carryover, and team capacity without silently rescheduling work. source

Source: educlopez/ui-craft

Skill Tier What it adds Upstream
audit core Technical UI audit — a11y, performance, responsive. Produces a prioritized findings table. Invoke when the user asks for audit on their UI, or mentions 'audit' alongside design / UI / frontend work. source
brief core Write or update the project's durable design brief at .ui-craft/brief.md. Invoke when the user asks for brief on their UI, or mentions 'brief' alongside design / UI / frontend work. source
remember core Record a learned design constraint from a correction into the project brief. Invoke when the user asks for remember on their UI, or mentions 'remember' alongside design / UI / frontend work. source
tokens core Audit or establish the project's 3-layer token spine. Invoke when the user asks for tokens on their UI, or mentions 'tokens' alongside design / UI / frontend work. source

Source: elementalsouls/Claude-BugHunter

Skill Tier What it adds Upstream
mid-engagement-ir-detection core Methodology for detecting client SOC patches, attacker activity, and security-state changes that occur DURING a red-team engagement — and converting those observations into deliverable findings. Built from authorized red-team work where … source
redteam-mindset core Red-team operator discipline — the mindset corrections that separate offensive testing from defensive WAPT. Built from authorized red-team work where conservative defaults caused multiple findings to be missed and one to be incorrectly … source

Source: EveryInc/compound-engineering-plugin

Skill Tier What it adds Upstream
ce-plan core Create structured plans for multi-step work, including software and non-software tasks. Use when asked to plan, break down implementation, plan from requirements, or deepen an existing plan; prefer ce-brainstorm for exploratory framing. source

Source: evo-hq/evo

Skill Tier What it adds Upstream
report core Read-only evo run reporting. Use when the user invokes /evo:report, asks what happened overnight, asks what improved recently, asks for the best/frontier candidates, asks for a quick score chart without opening the dashboard, or wants the … source

Source: foryourhealth111-pixel/Vibe-Skills

Skill Tier What it adds Upstream
dnanexus-integration core DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution. source
LQF_Machine_Learning_Expert_Guide core LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling, prediction, training, classification, regression, clustering, deep learning, neural … source

Source: glittercowboy/taches-cc-resources

Skill Tier What it adds Upstream
create-subagents core Expert guidance for creating, building, and using Claude Code subagents and the Task tool. Use when working with subagents, setting up agent configurations, understanding how agents work, or using the Task tool to launch specialized agents. source

Source: googleworkspace/cli

Skill Tier What it adds Upstream
recipe-block-focus-time core Create recurring focus time blocks on Google Calendar to protect deep work hours. source

Source: hanhuark/mechanical-engineering-research-skill

Skill Tier What it adds Upstream
mechanical-engineering-research core Research, write, code, analyze, present, and develop proposals for thermal-fluid mechanical engineering work with source-aware rigor. Use for heat transfer, fluid mechanics, thermodynamics, HVAC, energy systems, turbomachinery, pumps, … source

Source: harperreed/dotfiles

Skill Tier What it adds Upstream
personal-branding core Use when someone wants to build, refine, or audit their personal brand positioning across professional platforms. Triggers on "personal brand", "brand positioning", "brand voice", "how should I position myself", "professional identity", … source

Source: ilang-ai/autocode

Skill Tier What it adds Upstream
env-setup core Help complete beginners set up their development environment. Detect Mac or other. Guide VPS purchase and SSH setup step by step. source

Source: inkeep/open-knowledge

Skill Tier What it adds Upstream
open-knowledge-write-skill core Use when the user wants to create, author, write, or design a new Agent Skill (a SKILL.md) — for OpenKnowledge or for their editors — including requests like 'help me write a skill', 'make a skill that…', 'turn this workflow into a skill', … source

Source: jabrena/plinth

Skill Tier What it adds Upstream
045-planning-azure-devops core Use when you need Azure DevOps CLI guidance to verify installation, configure organization and project context, discover work item IDs by optional WIQL filters, and execute safe work-item create/update operations. Uses an interactive … source
012-agile-epic core Guides the creation of agile epics with comprehensive definition including business value, success criteria, and breakdown into user stories. Use when the user wants to create an agile epic, define large bodies of work, break down features … source

Source: jeremylongshore/claude-code-plugins-plus-skills

Skill Tier What it adds Upstream
fairdb-backup-manager core Manage use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with comprehensive guidance and automation. Trigger with phrases like "create backups", "automate backups", or … source
managing-database-migrations core Process use when you need to work with database migrations. This skill provides schema migration management with comprehensive guidance and automation. Trigger with phrases like "create migration", "run migrations", or "manage schema … source
managing-environment-configurations core Implement environment and configuration management with comprehensive guidance and automation. Use when you need to work with environment configuration. Trigger with phrases like "manage environments", "configure environments", or "sync … source
hyperflow-status core Hyperflow project status. Use to see current hyperflow state — "what is hyperflow doing", "show task progress", "where are we". Read-only — reports in-flight tasks, memory count, and progress. Never modifies state or runs work. source
analyzing-database-indexes core Process use when you need to work with database indexing. This skill provides index design and optimization with comprehensive guidance and automation. Trigger with phrases like "create indexes", "optimize indexes", or "improve query … source
building-cicd-pipelines core Execute use when you need to work with deployment and CI/CD. This skill provides deployment automation and pipeline orchestration with comprehensive guidance and automation. Trigger with phrases like "deploy application", "create … source
creating-ansible-playbooks core Execute use when you need to work with Ansible automation. This skill provides Ansible playbook creation with comprehensive guidance and automation. Trigger with phrases like "create Ansible playbook", "automate with Ansible", or … source
database-documentation-gen core Process use when you need to work with database documentation. This skill provides automated documentation generation with comprehensive guidance and automation. Trigger with phrases like "generate docs", "document schema", or "create … source
designing-database-schemas core Process use when you need to work with database schema design. This skill provides schema design and migrations with comprehensive guidance and automation. Trigger with phrases like "design schema", "create migration", or "model database". source
generating-docker-compose-files core Execute use when you need to work with Docker Compose. This skill provides Docker Compose file generation with comprehensive guidance and automation. Trigger with phrases like "generate docker-compose", "create compose file", or "configure … source
generating-orm-code core Execute use when you need to work with ORM code generation. This skill provides ORM model and code generation with comprehensive guidance and automation. Trigger with phrases like "generate ORM models", "create entity classes", or … source
implementing-backup-strategies core Execute use when you need to work with backup and recovery. This skill provides backup automation and disaster recovery with comprehensive guidance and automation. Trigger with phrases like "create backups", "automate backups", or … source

Source: K-Dense-AI/claude-scientific-skills

Skill Tier What it adds Upstream
dnanexus-integration core DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution. source

Source: K-Dense-AI/scientific-agent-skills

Skill Tier What it adds Upstream
dnanexus-integration core DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution. source

Source: kazukinagata/shinkoku

Skill Tier What it adds Upstream
gather core This skill should be used when the user needs to know what documents to collect for their tax filing, wants a checklist of required documents, or asks where to obtain specific tax documents. Trigger phrases include: "必要書類", "書類を集める", … source

Source: mohitagw15856/pm-claude-skills

Skill Tier What it adds Upstream
career-ladder-map core Map where you are against the next level and build a concrete plan to close the gap. Use when asked to map a career ladder, find the gap to the next level, build a development/growth plan, or figure out what to work on to get promoted. … source
csat-nps-analysis core Analyse CSAT / NPS / CES survey results and turn the score into actions. Use when asked to analyse NPS, CSAT, or CES data, compute an NPS score, interpret survey verbatims, or build a voice-of-customer readout. Produces a readout — the … source
subagent-orchestration core Decompose work across parallel subagents properly — task slicing that avoids collisions, briefs that stand alone, and result integration that catches contradictions. Use when work can genuinely parallelise (research fan-outs, multi-file … source
substack-notes-scraper core Scrapes a Substack Notes page and exports engagement data to a formatted .xlsx file. Use when asked to download, analyse, or export Substack Notes performance data including likes, comments, and restacks. Produces a formatted spreadsheet … source

Source: Neeeophytee/finding-unknowns-skills

Skill Tier What it adds Upstream
blindspot-pass core Surface the user's unknown unknowns before work starts. Use when the user is entering an unfamiliar codebase area, an unfamiliar domain (design, video, infra), or explicitly asks for a "blindspot pass" or to find their "unknown unknowns. source

Source: nexu-io/open-design

Skill Tier What it adds Upstream
html-ppt-zhangzara-raw-grid core A brutalist poster-series case study for a music festival — the concept, the system, and how it scaled across formats. Built as a decision-grade design craft deck for design peers, client. source

Source: rampstackco/claude-skills

Skill Tier What it adds Upstream
art-direction core Direct visual and creative work for campaigns, photography, illustration, video, and branded experiences. Use this skill whenever the user wants to brief a photographer, direct illustrators, plan a creative campaign, develop visual … source
integration-orchestrator core Generate a phased delivery orchestration plan for creative-direction-driven work: which skills run when, what locks at which gate, how handoffs occur, and how the cadence implements in the team's tools (Jira, Linear, Notion, Figma, GitHub) … source

Source: robertguss/claude-skills

Skill Tier What it adds Upstream
handoff core Create a structured session handoff document for continuity across sessions. Use when ending a work session, switching contexts, or before a break. Captures decisions, progress, code changes, and next steps so a future session can pick up … source

Source: rohitg00/pro-workflow

Skill Tier What it adds Upstream
parallel-worktrees core Create and manage git worktrees for parallel coding sessions with zero dead time. Use when blocked on tests, builds, wanting to work on multiple branches, context switching, or exploring multiple approaches simultaneously. source

Source: rohitg00/skillkit

Skill Tier What it adds Upstream
handoff-protocols core Manages work transitions between team members or agents by creating structured handoff documents, summarizing project status, documenting key decisions, blockers, and open questions, and generating onboarding briefs. Use when someone needs … source

Source: ruvnet/claude-code-flow

Skill Tier What it adds Upstream
harness-score core 5-dimension harness readiness scorecard from metaharness score <path>. Returns harnessFit / compileConfidence / taskCoverage / toolSafety / memoryUsefulness + estCostPerRunUsd + scaffoldReady. Pure-read; subprocess invocation; degrades … source

Source: ruvnet/ruflo

Skill Tier What it adds Upstream
harness-score core 5-dimension harness readiness scorecard from metaharness score <path>. Returns harnessFit / compileConfidence / taskCoverage / toolSafety / memoryUsefulness + estCostPerRunUsd + scaffoldReady. Pure-read; subprocess invocation; degrades … source

Source: thedotmack/claude-mem

Skill Tier What it adds Upstream
knowledge-agent core Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics. source
how-it-works core Explain how claude-mem captures observations, when memory injection kicks in, and where data lives. Use when the user asks "how does claude-mem work?" or "what is this thing doing?". source

Source: tjboudreaux/cc-thinking-skills

Skill Tier What it adds Upstream
thinking-inversion core When planning work where optimism may be hiding risks, ask "how would I guarantee this fails?" — enumerate failure paths, then turn the top ones into explicit requirements to avoid. source

Source: wanshuiyin/Anti-Autoresearch

Skill Tier What it adds Upstream
novelty-duplication-advisory core MEMO-ONLY prior-work overlap advisory: surfaces the two ADVISORY taxonomy signals neither a tool nor a model can decide from the paper alone — ADV-TRIVIAL-COMBINATION (standard A+B+C / 缝合 stapling) and ADV-DUPLICATE-PUBLICATION (repackaged … source

Source: zebbern/claude-code-guide

Skill Tier What it adds Upstream
dev-guide-generator core Generates complete technical tutorials from prerequisites and environment setup to core steps, troubleshooting, and a final cheatsheet. Trigger on requests to write a tutorial, create a setup guide, organize steps for beginners, or … source

Source: veniceai/skills

Skill Tier What it adds Upstream
venice-errors adjacent Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status code (400, 401, 402, 403, 415, 422, 429, 500, 503, 504), the 402 … source