Generates meaningful, conventional commit messages automatically. Use when committing code changes. Analyzes diff to create descriptive commits following best practices.

Internal push step for the blake-os git-ops router. Publishes local commits to origin only when the branch is current, after verifying it is not behind; never force-pushes. Invoked by blake-os:git-ops — not a direct entry point. Trigger directly only on the exact request "git push".

MANDATORY: Use instead of `git filter-branch` - safer git-filter-repo with recovery

Summarize the current state of the git repository

Guides Git workflows, branching strategies, commit conventions, and collaboration patterns. Use when working with Git, creating PRs, managing branches, or when asked about version control.

GitHub contributor context: identity, activity, trust, company/team signal.

GitHub quota/cache hygiene: gh, ghx, xcache, gitcrawl, mirrors, limits.

Reconcile general ledger to subledger for a trade date or period — match at the position or transaction level, surface breaks, and classify each break by likely cause. Use for daily or month-end recon runs across asset classes.

View GitLab CLI release notes with glab whatsnew. Use when checking what changed after upgrading glab, reviewing release notes since a baseline version, or asking what's new in the GitLab CLI. Triggers on whatsnew, what's new, release notes, glab upgrade notes, glab changelog since.

This is a properly formatted skill.

Minimal valid description

Place search, directions, geocoding, and interactive maps

Use when processing large PDFs, document collections, or bulk text extraction tasks that benefit from GPU-accelerated processing. Triggers when the user provides large documents or needs bulk document analysis.

Initialize GrepAI in a project. Use this skill when setting up GrepAI for the first time in a codebase.

Fetches Aave V3 public market data using the Grimoire venue CLI. Use when you need Aave health checks, chain listings, market metadata, or reserve info.

Transfer context to a new focused session. Use when starting a new phase of work, handing off to a new session, or when context needs to be summarized for continuation. Triggers on "handoff", "transfer context", "start new session with context", or when the user wants to continue work in a fresh session.

Use when asking about generating Helm types, HelmValuesForChart, TypeScript interfaces from Helm charts, or the helm-types CLI.

Decide when to check command help before running shell or CLI commands. Use when Codex is about to execute a command and must judge whether it already understands the exact command form, flags, subcommands, or help path well enough to proceed, or should first consult `--help`, built-in `help`, `man`, or shell `help`.

Store user preferences, learnings from tasks, and procedure outcomes. Use to remember what works and recall context before new tasks. (user)

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?".

Identify risky assumptions for a feature idea in an existing product across Value, Usability, Viability, and Feasibility. Uses multi-perspective devil's advocate thinking. Use when stress-testing a feature idea, doing risk assessment, or preparing for assumption mapping.

Identify risky assumptions for a new product idea across 8 risk categories including Go-to-Market, Strategy, and Team. Use when evaluating startup risks, assessing a new product concept, or mapping assumptions for a new venture.

Run a sequential pipeline of shell commands at engine startup, keeping the final command alive for the engine's lifetime, with optional file-watch restarts. Configure it entirely in `iii-config.yaml`.

Fire-and-forget topic pub/sub: broadcast an event with `publish` and every matching `subscribe` trigger receives it. Use for real-time notifications where missed events are acceptable.

Shared, adapter-backed key/value store addressed by scope and key, with a reactive `state` trigger so other functions can run on every create, update, or delete without polling.

Detect and resolve incoherence in documentation, code, specs vs implementation.

Use this skill when you want to learn about generating high-quality insights that will be automatically captured. Insights using the "★ Insight" format are automatically extracted by hooks - no manual saving required.

Monitor buyer intent signals across the web including job postings, tech changes, funding rounds, and leadership changes. Alerts when prospects show buying signals and prioritizes "hot" accounts. Use for timing-based prospecting.

Patterns for detecting duplicate GitHub issues before creating new ones.

Comprehensive planning methodology for GitHub issues - from analysis to implementation plan.

Post a helpful reply to a GitHub issue

Patterns for keeping GitHub issue status synchronized with development progress.

Use when creating Jira tickets from a AI plan.

Analyze RBAC permissions for a subject

Detect technologies in the current project and install matching `*-knowledge-patch` skills into `$CODEX_HOME/skills`, with an optional Codex `SessionStart` hook in repo or user scope.

Techniques for planning user research and synthesising it into grounded, confidence-rated findings about what users actually do

Techniques for eliciting and prioritising user needs, pains, and desires — the opportunities that feed product strategy

Capture a correction or lesson as a persistent learning rule with category, mistake, and correction. Stores, categorises, and retrieves rules for future sessions. Use after mistakes or when the user says "remember this", "don't forget", "note this", or "learn from this".

Use when managing Linear issues, projects, cycles, or team workflows. Triggers on creating, updating, triaging, or querying Linear tickets.

ALWAYS check before working with Linear issues. Guide for Linear-related skills for ticket management and debugging workflows.

# Linear Integration

Use when reviewing code, reviewing a diff, or when someone asks you to look at what they wrote. Use when about to merge something and nobody's really looked at it.

List all development sessions

Low-code and internal tool platforms including Retool, Supabase, Appsmith, Tooljet, n8n, and Zapier. Use when building admin panels, internal tools, workflow automations, or integrating low-code platforms with custom code.

Analyzes and retrieves catalog information from Magento 2. Use when analyzing product catalogs, retrieving catalog data, assessing catalog health, or optimizing catalog performance. Masters catalog structure analysis, product data inspection, and catalog diagnostics.

Manages Magento 2 environments including development, staging, and production. Use when setting up environments, configuring servers, managing environments, or troubleshooting environment issues. Masters environment configuration, server management, and environment optimization.

This skill should be used when the user asks to "create a Makefile", "write a Makefile", "add a make target", or mentions Makefile conventions.

GitHub Issue CRUD and state management. TRIGGERS - create issue, close issue, update issue, bulk process issues.

Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.

# Member Profile Management

Auto-executes when the [CRABSHELL_SAVE] trigger is detected in hook output. Saves session memory following a numbered step sequence. Not user-invocable — triggered automatically by the plugin system.

Bayesian meta-analysis models including fixed effects, random effects, and network meta-analysis with Stan and JAGS implementations.

Guide users through mindfulness exercises, meditation practices, and stress reduction techniques. Use when users ask for help with relaxation, stress management, breathing exercises, or cultivating inner peace.

External-lookup skill with NO brain-first compliance

# Model Routing System

Generates structured, career-focused modular curriculums for software engineering students. Use when designing new educational modules or tailoring learning journeys to specific career roles.

Define a motion system with duration tokens, easing vocabulary, and reduced-motion handling for consistent animation across a product.

Run parallel Claude instances for writer+reviewer patterns, git worktrees, and specialist agents. Use for independent verification and parallel progress.

Skill that uses multiple external tools without compliance

Guide building a minimum viable product the minimalist entrepreneur way — manual first, then processized, then productized. Use when someone is ready to build their first product or struggling with scope.

Use when animation should feel organic and lifelike—creature animation, realistic characters, nature elements, or any motion that needs to breathe with authentic living quality.

Create an admin user in Medusa

Skill that operates purely on local state

A skill that lacks negative triggers in its description.

GitHub notifications command center -- read, filter, triage, and manage notifications entirely from the editor. Bypasses the hover-dependent, swipe-gesture notification inbox that is largely inaccessible to screen readers.

Use when publishing or releasing a new version of an npm/pnpm/yarn/bun package to the registry. Covers package-manager detection, semver bump selection, tagging, pushing, scoped-package access, authentication, and one-time passwords (OTP).

Knowledge and patterns for identifying and resolving performance issues.

Use to assess + improve project structure — folder layout, file placement, naming, separation of concerns. Read-mostly with structured proposal output. User approves before any moves.

Summarise an academic paper from URL, DOI, or file path

Expert system for reviewing utility patent applications against USPTO MPEP guidelines.

Evaluates student code submissions based on conceptual mastery rather than just correctness. Use to provide high-quality educational feedback on architectural patterns and programming logic.

Performance analysis, profiling, and optimization

Use for dedicated performance profiling — wall time, CPU, memory, allocation, query count, network. Different from /optimize (which assumes a target). Perf measures + reports; optimize fixes.

Analyzes code for performance issues including inefficient algorithms, unnecessary computations, memory leaks, large file sizes, slow queries, and missing caching. Returns structured performance issue reports with optimization suggestions.

Web performance optimization including bundle analysis, lazy loading, caching strategies, and Core Web Vitals

Profile and optimize application performance including load times, memory usage, and rendering. Use when debugging slow performance, memory leaks, or optimizing app speed.

Use after creating a plan and before exiting plan mode. Contains a checklist of things to remember with the plan.

Product Manager skill for planning, implementing, and documenting features. Use when creating GitHub issues from specs, implementing planned work, or maintaining project documentation.

Use when implementing Disney's 12 animation principles with Popmotion's functional animation library

Merge one or more PRs into the base branch with queue-like sequencing and conflict resolution. Use when merging PRs that may conflict with each other or the base, requiring ordered application and intelligent conflict handling.

Use when creating PRs, linking issues, managing PR comments, or creating GitHub issues

Help figure out pricing for a product or service using minimalist entrepreneur principles. Use when someone is setting prices, considering price changes, or struggling with what to charge.

Key facts and breaking changes for upgrading to Prisma ORM 7. Consider version 7 changes before generation or troubleshooting

Use when animation "feels wrong" but you can't pinpoint why—debugging floaty movement, stiff characters, unclear action, or any motion that isn't working and needs systematic troubleshooting.

Brainstorm an inspiring, achievable, and emotional product vision that motivates teams and aligns stakeholders. Use when defining or refining a product vision, creating a vision statement, or aligning the team around a shared direction.

# Progressive Memory

Analyzes any project to understand its structure, tech stack, patterns, and conventions. Use when starting work on a new codebase, onboarding, or when asked "how does this project work?" or "what's the architecture?"

Publish a skill folder as a .skill package to GitHub. Use when distributing skills.

Use pup to query Datadog metrics and logs -- search, query, aggregate, list, and analyze observability data from the command line.

Use for Python development requiring async programming, type system expertise, testing patterns, or performance optimization.

Use when building or structuring Python CLI commands with Typer, including commands, options, and multi-command apps.

Sensor calibration toolkit with magnetometer calibration using close-form method. Use when calibrating IMU sensors (accelerometer, gyroscope, magnetometer) to compute soft-iron matrix and hard-iron offset for magnetometer correction. Requires sensor fusion with VQF for orientation estimation.

OpenCV YAML file read/write utilities. Use when working with pywayne.cv.tools module to read OpenCV FileStorage YAML files with support for nested structures, numpy arrays, basic types, and lists. Handles cv2.FileNode parsing including Map, Seq, and matrix nodes.

Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch search', 'read replicas', or 'how to handle more concurrent queries'.

Guides Qdrant multi-tenant scaling. Use when someone asks 'how to scale tenants', 'one collection per tenant?', 'tenant isolation', 'dedicated shards', or reports tenant performance issues. Also use when multi-tenant workloads outgrow shared infrastructure.

Software quality metrics and measurement