Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.

Angular 17+ gotchas and decision criteria. Covers signals vs observables, standalone patterns, and common pitfalls Claude gets wrong.

Use when auditing websites or apps for Canadian accessibility law compliance, checking AODA (Ontario) or Accessible Canada Act (federal) requirements, or advising on CAN/ASC-EN 301 549 obligations.

Look up contacts from macOS Contacts.app. Use when resolving phone numbers to names, finding contact info, or searching the address book.

Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.

Apple Reminders via remindctl: add, list, complete.

List, add, edit, complete, or delete Apple Reminders and reminder lists via remindctl.

Manage Apple Reminders via the `remindctl` CLI on macOS (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output.

Approve or reject a pending approval gate in a harness workflow. Used when a conductor run pauses at a type: approval phase.

Architecture Decision Records (ADR) patterns

Archive a completed plan to .devloop/archive/

Archive (hide) an obsolete repository from queries

Diagnose xcodebuild builds using argus. Use this instead of parsing xcodebuild output to avoid filling the context window. Query build errors, warnings, slowest targets, bottlenecks, implicit/redundant dependencies, and dependency graph with linking information for optimization analysis.

Analyze monitoring coverage, tiers, and gaps. Handles what am I monitoring, what tier am I at, coverage gaps, monitoring status, unmonitored tables, how do I improve coverage.

Archive, export, and notarize macOS apps using xcodebuild and asc. Use when you need to prepare a macOS app for distribution outside the App Store with Developer ID signing and Apple notarization.

Archive, export, and notarize macOS apps using xcodebuild and asc. Use when you need to prepare a macOS app for distribution outside the App Store with Developer ID signing and Apple notarization.

Fitness and nutrition assessment. Activate when users want to evaluate their training or diet, identify gaps, get an initial assessment, or ask "what am I doing wrong?" or "where should I start?"

This skill should be used when the user asks to "run autopilot", "autopilot feature N", "implement all phases", "run all phases sequentially", "autopilot 003", or wants to automatically implement all phases of a feature in sequence without manual intervention.

Quick reference for Backlog.md CLI with critical file naming rules and workflow patterns

Execute a single shell command in the project working directory. Returns stdout+stderr combined. Stateless — use shell-session for multi-step workflows.

Bayesian modeling in R with brms, rstanarm, priors, diagnostics, posterior checks, and model comparison.

AI assistant for Beeper - search, summarize, and reply to messages across all connected platforms

Bence's code style, tech stack, and workflow conventions

Model minimum-move problems as BFS over a state space. Use when solving bucket pouring puzzles, sliding tiles, or any problem asking for the shortest sequence of moves to reach a goal.

Search on monotonic predicates for sorted arrays, answer spaces, and rotated arrays. Use when finding minimum/maximum values, insertion points, or solving 'minimize the maximum' problems.

Biology subject expertise for study notes, problem-solving, and explanations. Covers cell biology, genetics, ecology, anatomy, and evolution. Provides diagrams, processes, and classification systems. Use when studying biology topics, creating biology notes, or explaining biological concepts. Triggers - biology help, cells, genetics, DNA, evolution, ecology, anatomy, organisms.

Record changes as a new commit in git-branchless workflow

BluOS CLI (blu) for discovery, playback, grouping, and volume.

Build or update the BlueBubbles external channel plugin for Moltbot (extension package, REST send/probe, webhook inbound).

Discovery phase for blueprint workflow - interview triggers, acceptance criteria, and feature classification

List Jira boards for a project. Use when the user wants to find board IDs, see available boards, or needs to identify which board to query for sprint information.

LaTeX booktabs/tabularx/multirow/longtable packages for professional tables. Use when helping users create well-formatted tables, multi-page tables, or improve table appearance.

Generate a concise stakeholder brief for an incident. Creates executive summary with key details, impact, timeline, and current status.

Fill a web form by mapping field-name → value, with optional template lookup from browser-templates for known forms

Open a named, traced browser session into an RVF cognitive container with a ruvector trajectory recording every action

Visual + DOM diff between two recorded sessions at matching trajectory step ids; used for visual regression and replay verification

Guide and workflow for Browser Testing with OCR Validation. Use when you need Browser Testing with OCR Validation.

Chrome DevTools for live runtime data - DOM inspection, console logs, network traces, performance profiling. Use when building or debugging anything that runs in a browser.

Extract common questions from closed GitHub issues and generate an FAQ document with answers

Quick reference for AL build pipeline. Auto-load when compilation, deployment, or testing is mentioned. For running commands, use /compile, /publish, or /run-tests.

Install universal rules to ~/.claude/rules/workbench/. Self-destructs after running.

Gate 4 - Consolidate Facts vs Assumptions, update Knowns/Unknowns, create assumption inventory

Bulk grading workflows for Canvas LMS assignments using rubrics. Covers single grading, batch grading, and code execution strategies with safety-first dry runs.

Plan resource capacity — workload analysis and utilization forecasting

Estimates infrastructure needs based on traffic forecasts, workload analysis, and performance requirements with sizing recommendations and cost trade-offs. Use for "capacity planning", "infrastructure sizing", "resource estimation", or "scalability planning".

Restore context after /clear by summarizing recent work and project state

Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format. Subject ≤50 chars, body only when "why" isn't obvious. Use when user says "write a commit", "commit message", "generate commit", "/commit", or invokes /caveman-commit. Auto-triggers when staging changes.

Run control-plane loop driver.

This skill should be used when the user asks to "install a plugin", "extend a plugin", "create a .local.md file", "add project context for a plugin", "customize plugin for this project", or mentions project-specific paths, conventions, or workflows that relate to an installed plugin. Covers the .local.md extension pattern for bridging general plugin skills to specific codebases.

Create a change management request with impact analysis and rollback plan

Auto-generate a Keep-a-Changelog entry from recent git history

Automatic tool discovery across 17 sources — hooks search before planning and after errors, siblings avoid redundant searches

File checkpoint and recovery — auto-quicksaves before destructive commands, manual checkpoints for safe rollback

Crée un alias de commande qui délègue à une autre slash command

myfy CliModule for custom CLI commands with DI injection. Use when working with CliModule, @cli.command decorator, command groups, CLI arguments, CLI options, or myfy app commands.

Create structured GitHub issues from conversation context using gh CLI

This skill should be used before committing code to ensure it meets Breenix quality standards. Use for running clippy checks, fixing compiler warnings, verifying no log side-effects, checking for dead code, and enforcing project coding standards from CLAUDE.md.

Inspect codebases w/ pygount: LOC, languages, ratios.

Creates personalized cold call scripts using a proven 5-step framework. Use this skill when preparing for prospecting calls, coaching reps on call structure, or creating call templates for campaigns.

Explore helpful color utility functions, like RGB to HSL, HEX to RGB, and HSL to HEX, generated with the assistance of GitHub Copilot.

Generate commit messages following conventional commits and commit staged changes. Use when creating commits or when user invokes /commit.

Commit changes with smart messages. Supports full and partial commits. Use whenever committing changes or handling pre-commit hook failures.

Smart git commit with short, concise messages

Detects optimal commit type from git changes. Use when analyzing commits, determining commit type, or before committing.

Output rules for all agents - concise, scannable, actionable. Based on Matt Pocock's planning principles.

Analyze compensation data, create salary bands, and ensure pay equity. Use this skill when benchmarking salaries, building compensation structures, or analyzing pay equity. Activate when: compensation, salary, pay equity, salary bands, compensation analysis, total rewards, salary benchmark.

Evaluate the completion gate. Refuses on any missing MSC. Reads evidence tree; emits machine-readable report.json. No override flag.

High-level conceptual data model — business entities + relationships in domain language. No technology or normalization concerns. Precedes logical + physical models.

Multi-validator agreement gate. N independent validators against same feature; synthesize confidence-scored verdict.

Use when debugging JavaScript errors, checking console warnings, analyzing browser logs, finding runtime errors, investigating console output, or troubleshooting browser issues. Provides console message analysis.

Consolidate multiple PR branches onto a target branch using jj multi-parent rebase with intelligent AI-powered conflict resolution

Find consolidation candidates in SQLite (compact output)

Search project notes by topic, synthesize findings into a consolidated summary with cross-references

Master the four operations of context engineering — Write, Select, Compress, Isolate. Manage token budgets, compaction strategies, and context partitioning to keep AI sessions sharp and efficient.

Feed agents the right information at the right time. Use when starting a session, switching tasks, or when output quality drops due to missing or stale context.

Instinct-based learning with confidence scoring, AGENTS.md memory updates, and evolution into durable skills. Use when extracting patterns from completed work or mining transcript deltas for reusable preferences.

Gate 5 - Pre-mortem, steel-man opposition, surface biases, second-order effects

Shared conventions for the solopreneur workflow. Preloaded into agents via the skills frontmatter field.

Consumer-side wiring for ADR-097 Phase 3 federation_spend events — per-peer rolling windows + suspension-threshold check

This skill should be used when the user wants to write a cover letter for a job application. Trigger phrases include "write cover letter", "cover letter for", "draft cover letter", "write a cover letter for this role", or when a user asks for a cover letter after resume tailoring. It reads the notes.md from a prior resume-analyzer run and produces a tailored cover letter.

Create `AGENTS.md` file for a project. Use when the user wants to set up custom instructions, configure AI coding assistant behavior, or create project-specific coding guidelines for AI agents.

Create a GitHub issue with title and description (auto-assigned)

Create a new Technical Specification for implementation details

Index a local file or directory into context-mode's persistent FTS5 knowledge base so future ctx_search calls can retrieve focused snippets without rereading raw files. Trigger: /context-mode:ctx-index

Provides a curated list of 10+ classic and obscure dad jokes. Use this skill when an AI needs to quickly generate some humorous dad jokes, such as in casual conversation or to lighten the mood.

Guidelines for using modern Dart features (v3.0 - v3.10) such as Records, Pattern Matching, Switch Expressions, Extension Types, Class Modifiers, Wildcards, Null-Aware Elements, and Dot Shorthands.

Data pipeline architecture for scalable, reliable, and cost-effective batch and streaming data processing. Use when designing or building data pipelines.

Validate domain boundaries -- detect cross-context import violations and aggregate invariant issues

AI artifact cleanup.

Guide for debugging with targeted log injection and runtime analysis

Generate compelling arguments AGAINST a decision using the same evidence from the decision artifact

Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings

Karpathy-style recap of deepwork history — reads DEEPWORK_WIKI.md Overview and the last 3 log entries, outputs 30-50 plain-text words

Use this skill when resolving dependency conflicts. Activate when the user has package version conflicts, npm/yarn/pnpm install failures, peer dependency warnings, duplicate packages, or module resolution errors.

Code-as-liability mindset, compulsory vs advisory deprecation, migration patterns, zombie code removal. Use when removing old systems, migrating users, or sunsetting features.

Add or update repository metadata and description