Génère automatiquement deux rapports d'impact (métier et technique) pour une PR GitHub et les intègre dans la description.

Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.

Manage GoDaddy domains and DNS records. Use when the user asks to set up DNS, manage domain records, check DNS propagation, point domains to servers, or configure A/AAAA/CNAME/MX/TXT records. Supports bulk operations for quick domain setup.

Check if a newer version of groove is available on GitHub.

Use when implementing Hotwire features with Turbo Drive, Turbo Frames, and Turbo Streams. Applies Rails 8 conventions, morphing, broadcasts, lazy loading, and real-time update patterns.

Managing cryptographic signing keys in Duende IdentityServer, including automatic key management, KeyManagementOptions, data protection at rest, static key configuration, migration from static to automatic, and multi-instance deployment considerations.

# Insight Extractor Skill

Use when operating the instapaper-cli (ip) tool or troubleshooting it: authenticating, listing/exporting/importing bookmarks, bulk mutations, folders/highlights/text, choosing output formats (ndjson/json/plain), cursor-based sync, and interpreting stderr-json/exit codes for automation.

Transform, manipulate, and analyze JSON data structures with advanced operations.

Researches a topic from the last 30 days on Reddit, X, and the web. Surfaces real community discussions with engagement metrics and synthesizes findings into actionable insights. Use when the user wants to know what people are saying about a topic right now.

Run the full OMC idea-to-merged-PR pipeline — cancel + deep-interview + ralplan + autopilot + mad-skills:ship — in a single invocation. Explicit-only; this skill never auto-activates. Only run when the user literally types /launch. Do not invoke on phrases like "launch this", "ship it", "full pipeline", or similar — none of those should trigger this skill.

Build leveraged buyout models in Excel — sources & uses, debt schedule, cash sweep, exit multiple, IRR/MOIC sensitivity. Pairs with excel-author. Use for PE screening, sponsor-case valuation, or illustrative LBO in a pitch.

Linode CLI Documentation

Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups.

Analyzes meeting transcripts to uncover behavioral patterns and communication insights. Identifies conflict avoidance, filler words, conversation dominance, and listening gaps. Use for professionals seeking to improve communication and leadership skills.

Dependency injection patterns and best practices using Microsoft.Extensions.DependencyInjection for .NET applications. Use when configuring DI containers in .NET, choosing between service lifetimes (Singleton, Scoped, Transient), or implementing decorator patterns and service interception.

Create database migrations from model changes, schema diffs, and migration best practices.

Guide for using molt verify to compare source and target databases for schema and row-level consistency after a migration. Use when running verify commands, tuning concurrency/sharding, handling schema mismatches, or validating data integrity post-migration.

Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.

Find untapped affiliate niches with real earning potential. Use this skill when the user asks about picking a niche, finding a niche to start affiliate marketing, what niche to get into, niche research, niche ideas, beginner niche selection, low competition niches, profitable niches, or says "I don't know what to promote", "help me pick a niche", "what niche should I start with", "find me a niche with less competition", "niche ideas for affiliate", "is X a good niche for affiliate marketing", "best niches 2024", "untapped niches".

Use when users need to inspect, enable, or disable NocoBase plugins with direct `nb plugin` commands only.

Help users build strategic partnerships and business development deals. Use when someone is pursuing a partnership, negotiating a BD deal, working with platforms like Google or Facebook, or trying to build distribution through partners.

This skill should be used when the user asks about "Effect Match", "pattern matching", "Match.type", "Match.tag", "Match.when", "Schema.is()", "Schema.is with Match", "exhaustive matching", "discriminated unions", "Match.value", "converting switch to Match", "converting if/else to Match", "TaggedClass with Match", or needs to understand how Effect provides type-safe exhaustive pattern matching.

Structure multi-POV stories through catalyst environments. Use when building interconnected narratives, when perspectives need meaningful intersection, or when a shared setting needs to generate distinct storylines.

Use this skill when the user needs to turn an idea into a buildable spec, write a project scope, create feature requirements, or define an MVP. Covers quick feature specs (10-15 min) for immediate AI builds and full project scopes (1-2 hours) for planning and contractor estimates.

Conduct technical interviews about project plans to uncover hidden assumptions and identify potential issues before implementation. Use when the user wants to be interviewed about a plan, spec, or project idea.

Provides intelligent context-aware PM workflow guidance with automatic phase detection. Prioritizes 6 natural workflow commands (plan, work, sync, commit, verify, done) for streamlined project management. Auto-activates when user mentions planning, implementation, verification, spec management, or asks "what command should I use". Detects workflow phase and suggests optimal command path. Provides learning mode for new users. Prevents common mistakes and offers error prevention. Works with pm-workflow state machine (IDEA → PLANNED → IMPLEMENTING → VERIFYING → VERIFIED → COMPLETE).

Help users run effective post-mortems and retrospectives. Use when someone is reviewing a project that succeeded or failed, wants to establish learning practices, is dealing with failure aftermath, or needs to improve team learning loops.

Generates Promoted In-App Purchase setup with StoreKit 2 product configuration, paywall integration, and App Store product page display. Use when setting up promoted purchases that appear on the App Store product page.

Creates Pull Requests for Prowler following the project template and conventions. Trigger: When working on pull request requirements or creation (PR template sections, PR title Conventional Commits check, changelog gate/no-changelog label), or when inspecting PR-related GitHub workflows like conventional-commit.yml, pr-check-changelog.yml, pr-conflict-checker.yml, labeler.yml, or CODEOWNERS.

Execute and generate pytest tests for Python projects with fixtures, parametrization, and mocking support

Explains hybrid search in Qdrant. Use when someone asks 'how do I setup hybrid search?', 'how to combine keyword and semantic search?', 'sparse plus dense vectors?', 'missing keyword matches', 'how to combine results from multiple searches?' and 'combining multiple representations'

Generate exactly 3 simple, fast, healthy recipes from food photos, ingredient lists, or cravings. Use for what-to-cook-tonight requests. Don't use for restaurants, meal plans, baking, or medical diets.

Use when the user wants to translate a repository README, make a repo multilingual, localize docs, add a language switcher, internationalize the README, or update localized README variants in a GitHub-style repository.

Plan and execute entire application builds. Generates phased delivery roadmaps, then executes them autonomously — phase by phase, committing at milestones, deploying, testing, and continuing until done or stuck. Modes: plan (generate roadmap), start (begin executing), resume (continue from where you left off), status (show progress). Triggers: 'roadmap', 'plan the build', 'start building', 'resume the build', 'keep going', 'build the whole thing', 'execute the roadmap', 'what phase are we on'.

Use when working with bind arguments, metadata schemas, framework errors (redirect/notFound/forbidden/unauthorized), type inference utilities (InferSafeActionFnInput/Result), or server-level action callbacks

Serde/serde_json changes since training cutoff (latest: serde 1.0.228 / serde_json 1.0.149) — Map sorting, Map as Deserializer, RawValue constants, Map FromStr. Load before working with serde or serde_json.

A template for skills that include executable code for deterministic operations.

Smarkets Exchange betting with 2% commission

This skill should be used when the user asks to "create a sprite", "run in sprite", "execute in sprite", "sprite exec", "open sprite console", "list sprites", "destroy sprite", "create checkpoint", "restore checkpoint", "proxy through sprite", or mentions Sprite, isolated environments, or persistent microVMs. Also triggers on requests to manage sprite authentication, checkpoints, or port forwarding.

Autonomous stakeholder mapping using Power/Interest Grid, Salience Model, Engagement Assessment, and Onion Diagram. Researches stakeholder landscape via web, produces registers, engagement strategies, and communication plans with Mermaid diagrams and optional PNG export.

Get real-time stock prices and financial info for US stocks (like AAPL, TSLA, NVDA).

strace and ltrace skill for system call and library call tracing. Use when a binary behaves incorrectly without crashing, diagnosing file-not-found errors, permission failures, network issues, or unexpected library calls by tracing syscalls and library function calls. Activates on queries about strace, ltrace, syscall tracing, library interception, ENOENT, EPERM, strace -e, or diagnosing binary behaviour without a debugger.

Reference for string algorithm patterns — KMP, Z-function, Rabin-Karp, Manacher's, string hashing, suffix arrays, and Aho-Corasick. Covers recognition signals, core ideas, Python templates, edge cases, and common mistakes for each technique.

Use when executing implementation plans with independent tasks in the current session

Add a shared guidelines repo (read-scope subscription or write-scope publish target) to the unified repos list.

Build worlds through cascading consequences from speculative changes. Use when introducing new technologies, species, or alternate histories and need to trace realistic societal transformations across multiple domains.

Build TanStack Table components using the meta field pattern for cell callbacks instead of closures. Use when creating data tables, implementing sorting, or adding inline editing.

This skill should be used when the user asks to "check taxes", "tax optimization", "reduce taxes Germany", "Steuererklärung tips", "tax deductions", "Werbungskosten check", "Sparerpauschbetrag optimization", "what can I deduct", "prepare for Steuerberater", or "file tax return". Identifies tax optimization opportunities for a single expat in Berlin using German tax law.

Learn the TeamCraft plugin — full overview or role-specific deep dive. Teaches the workflow, the skills available to your role, how artifacts flow between roles, and where you fit in the team's process. No environment access needed. Run this before onboard, or any time you want to understand the plugin better.

Capture the technology stack and key decisions for this project. Reads the PRD from Google Drive, surfaces matching team conventions as context, and records what the team has decided to use and why. Simple format — what was decided and why, not a full ADR ceremony.

Interact with Telegram — read messages from your channel and send messages back. Use this skill whenever the user mentions Telegram, wants to check messages, send to a channel, reply via Telegram, or any Telegram bot interaction — even if they just say "check Telegram", "send to channel", or "message Telegram".

SIP-010 fungible token operations on Stacks L2 — check balances, transfer tokens, get token metadata, list all tokens owned by an address, and get top token holders. Supports well-known tokens by symbol (sBTC, USDCx, ALEX, DIKO) or full contract ID.

Systematic ACMG/AMP germline variant classification with all 28 criteria (PVS1, PS1-4, PM1-6, PP1-5, BA1, BS1-4, BP1-7) for clinical significance. Produces 5-tier verdict (Pathogenic / Likely Pathogenic / VUS / Likely Benign / Benign) with cited evidence per criterion. Use for variant interpretation, VUS resolution, and pathogenicity assessment. Combines ClinVar, gnomAD, computational predictors, and gene-mechanism context.

Comprehensive ADMET (Absorption, Distribution, Metabolism, Excretion, Toxicity) profiling for drug candidates. Integrates ADMET-AI predictions, SwissADME drug-likeness, PubChemTox experimental toxicity, ChEMBL clinical data, Lipinski rule-of-five, and CYP interaction data. Use for drug-likeness assessment, BBB penetration, bioavailability, hepatotoxicity prediction, ADME/PK profiling, or screening compound libraries before lab testing.

TCGA/GDC cancer genomics analysis — cohort construction, clinical metadata retrieval, somatic mutation frequencies, survival analysis, and multi-omics integration. Use for TCGA-BRCA-style cohort studies, mutation prevalence by cancer type, survival-by-mutation analysis, and pan-cancer driver discovery. Always cancer-type-specific (don't use pan-cancer counts without cohort context).

Interpret a missense variant via ESMC-6B Sparse Autoencoder (SAE) feature activations. For a given protein + variant, computes which interpretable SAE features (catalytic, ligand-binding, PTM, structural motif, domain, etc.) are lost or gained at the mutation site. Use when standard pathogenicity scores (AlphaMissense, ClinVar) say a variant is damaging but you need a MECHANISTIC explanation — e.g. 'why is this variant LoF?' Complements (does not replace) variant-interpretation and variant-to-mechanism skills, which focus on ACMG classification or regulatory mechanism.

# Trading Analysis Skill

Runs a Trailmark summary analysis on a codebase. Returns auto-detected languages, entry point count, and dependency list. Use when vivisect or galvanize needs a quick structural overview. Triggers: trailmark summary, code summary, structural overview.

Background knowledge for droid-control workflows -- not invoked directly. True-input driver mechanics for real terminal emulator automation via headless Wayland compositor.

Run a user story mapping workshop with adaptive questions and a structured map output. Use when you need backbone activities, tasks, and release slices for a workflow.

Use when performing ANY version control operation, starting a work session, checking repo state, or orienting to a codebase. This user uses jj instead of git — NEVER use git commands. Triggers on: commit, push, pull, branch, checkout, rebase, merge, diff, log, status, stash, reset, cherry-pick, bookmark, workspace, conflict resolution, 'what's the repo state', 'are other agents working here', 'what branches exist', 'starting work', 'orient me'.

Validate that writer subagent output files exist and are non-empty before proceeding to index updates.

Decompose financial variances into drivers with narrative explanations and waterfall analysis. Use when analyzing budget vs. actual, period-over-period changes, revenue or expense variances, or preparing variance commentary for leadership.

WAF bypass methodology and generic evasion techniques. Use when a web application firewall blocks injection payloads (SQLi, XSS, RCE) and you need to craft bypasses using encoding, protocol-level tricks, or WAF-specific weaknesses.

WeChat binding: QR scan, bind, unbind, reconnect, status check. Use when setting up or repairing WeChat delivery (e.g. connect WeChat, scan QR, why isn't WeChat pushing, disconnect WeChat).

This skill should be used when the user asks to "show work plan", "what's the plan for feature N", "show progress", "view execution plan", or wants to see phase breakdown, progress status, and next actions for a feature.

Zig C interoperability skill. Use when calling C from Zig, calling Zig from C, using @cImport and @cInclude, running translate-c on C headers, defining extern structs and packed structs, matching C ABI types, or building mixed C/Zig projects. Activates on queries about @cImport, @cInclude, translate-c, extern struct, packed struct, Zig C ABI, calling C from Zig, exporting Zig to C, or bindgen equivalents.

Zig cross-compilation skill. Use when cross-compiling Zig programs to different targets, using Zig's built-in cross-compilation for embedded, WASM, Windows, ARM, or using zig cc to cross-compile C code without a system cross-toolchain. Activates on queries about Zig cross-compilation, zig target triples, zig cc cross-compile, Zig embedded targets, or Zig WASM.

Generate standardized CNC setup sheets for MNMUK machine shop. Covers DMG MORI mills/lathes, CITIZEN Swiss, MITSUBISHI EDM, and Haas machines. USE WHEN user says 'setup sheet', 'create setup', 'job setup', 'machine setup', 'tooling list', 'fixture setup', or 'new job' for any CNC operation.

Demo manufacturing knowledge base for Taylored Systems. Shows how tribal knowledge gets captured and made queryable. USE WHEN user wants a manufacturing demo OR demonstrating to potential clients OR asks about CNC setup, machine error codes, quality inspection, startup procedures, troubleshooting, or safety OR says 'manufacturing demo', 'show me an example', 'how does it work', 'Taylored Systems demo'.

Conduct user research and validation. Use when discovering user needs, validating assumptions, creating personas, or understanding pain points. Covers interviews, surveys, analysis, and synthesis.

Adds a reference collection to qmd. Accepts a GitHub URL, owner/repo shorthand, or a local directory path. Auto-detects file types, sets ignore globs, indexes with AST chunking, embeds, and verifies. Use when adding a new reference codebase or local notes folder for search.

Use this skill when the user asks to add documentation, add docs, add references, or install documentation about Neon. Adds Neon best practices reference links to project AI documentation (CLAUDE.md, AGENTS.md, or Cursor rules). Does not install packages or modify code.

Admin theme development in Bagisto. Activates when creating custom admin themes, modifying admin layouts, building admin theme packages, or working with admin panel styling and interface customization.

Create a new Architecture Decision Record (ADR) using MADR format. Use when the user wants to document an architectural decision, says "create an ADR", "we need an ADR for", or discusses a decision that should be recorded.

Correspondent for aibtc.news: claim a beat, research daily using live on-chain and market data, file quality signals, earn $25 sBTC per signal included in the daily brief

Use when users need CLI-based FC quick start or Serverless Devs setup guidance.

Comprehensive product research and opportunity analysis for Amazon sellers. Analyzes demand, competition, profit potential, market entry barriers, and validates product ideas. Covers product sourcing, pricing strategy, and go-to-market planning. Use when the user asks about researching a product to sell, validating product ideas, product opportunity analysis, market research for Amazon, competition analysis, profit potential, should I sell this product, product viability, or any general product research questions.

Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results with statistical rigor. Use when setting up experiments, checking experiment status, analyzing results, or making ship decisions.

ALWAYS use when working with Angular CLI, generating components, services, building applications, or workspace configuration in Angular projects.

ALWAYS use when working with Angular Dependency Injection, providers, services, inject tokens, or hierarchical injection in Angular applications.

ALWAYS use when working with Angular Elements, web components, custom elements, or packaging Angular components for non-Angular applications.

ALWAYS use when working with Angular Router, routing configuration, guards, resolvers, lazy loading, or navigation in Angular applications.

ALWAYS use when working with Angular Signals, signal-based reactivity, computed signals, or effect APIs in Angular applications.

ALWAYS use when working with Angular SSR, server-side rendering, hydration, prerendering, or Angular Universal in Angular applications.

ALWAYS use when working with Angular Standalone Components, imports array, bootstrapping, or migrating from NgModules in Angular applications.

Detect common technical and organizational anti-patterns in proposals, architectures, and plans. Use when strategic-cto-mentor needs to identify red flags before they become problems.

Automated cross-platform arbitrage detection and monitoring

Secure authentication and authorization patterns including JWT, OAuth2, guards, and role-based access control

Comprehensive autonomous development strategies including milestone planning, incremental implementation, auto-debugging, and continuous quality assurance for full development lifecycle management

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strategies, or building backtesting infrastructure.

Create academic presentations in Beamer with professional themes

Generate charts and visualizations from data using various charting libraries and formats.

End-user control of cmux topology and routing (windows, workspaces, panes/surfaces, focus, moves, reorder, identify, trigger flash). Use when automation needs deterministic placement and navigation in a multi-pane cmux layout.