Opinionated toolkit for building, versioning, and publishing high-quality JavaScript/TypeScript packages.

Centralized, extensible devtools panel for TanStack libraries with a plugin architecture.

Framework-agnostic debouncing, throttling, rate limiting, queuing, and batching utilities.

Identify tax-loss harvesting opportunities across taxable accounts. Finds positions with unrealized losses, suggests replacement securities, and tracks wash sale windows. Triggers on "tax-loss harvesting", "TLH", "harvest losses", "tax losses", "unrealized losses", or "year-end tax planning".

# TDD Implementation Workflow

Analyze OHLCV data to identify candlestick patterns, support/resistance levels, trend formations, and technical indicators. Activates when users ask about price patterns, chart analysis, or technical signals for any pool across 35 chains.

Write adversarial tests that intentionally stress failure paths. Use when hardening error handling, stress-testing assumptions, validating boundary behavior, or hunting silent failures.

UV mapping, texture painting, PBR materials, and shader basics

Use under time pressure (incident, outage, debugging a moving target) when you must act before you have certainty—cycle Observe→Orient→Decide→Act on ~70% confidence, then re-observe.

Score every decision point with a Thoroughness Rating (1-10). AI makes the marginal cost of doing things properly near-zero — pick the higher-rated option every time. Includes scope checks to distinguish contained vs unbounded work.

Compressed communication using symbols and abbreviations. Use when context is limited or brevity is needed.

Python project toolchain -- venv, pip, testing, linting, packaging, and debugging.

Trace downstream data lineage and impact analysis. Use when the user asks what depends on this data, what breaks if something changes, downstream dependencies, or needs to assess change risk before modifying a table or DAG.

Optimize portfolio allocation using npx neural-trader mean-variance engine with risk constraints and rebalancing plan

Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy

Assess portfolio risk using npx neural-trader — VaR, CVaR, Sharpe, position sizing, circuit breaker status

Train neural models (LSTM, Transformer, N-BEATS) on market data using npx neural-trader with confidence intervals

Systematic exploration + pruning + expansion via Tree of Thoughts methodology. Branch on candidate sub-thoughts; meta-judge prunes.

Export TripIt travel data (trips, flights, hotels) to JSON using browser automation. Use when the user asks to export, download, or backup their TripIt data.

TypeScript style standards for AIRBot reviewers

Index the current project for optimized search with QMD semantic search and fast file suggestions. Run this when entering a new codebase or after significant changes. Saves 60-80% tokens on exploration tasks.

Deep thinking mode - approach problems like a craftsman, obsess over details, and create elegant solutions

Implement bundles in Umbraco backoffice using official docs

Implement entry points in Umbraco backoffice using official docs

Implement kinds in Umbraco backoffice using official docs

Restore an archived repository to active queries

Update the current development session with progress notes

Use when updating your branch with upstream changes - fetches, merges, and intelligently resolves conflicts

Update project documentation based on recent changes and current codebase state.

Create or update repository skills and instructions when major learnings are discovered during a session. Use when the user says "learn!", when a significant pattern or pitfall is identified, or when reusable domain knowledge should be captured for future sessions.

Upgrade Python dependencies using uv, then run post-upgrade checks to ensure nothing is broken.

Use when understanding your capabilities, how to use skills, or the rules of the Co-Researcher system.

Use when starting any conversation - establishes mandatory skill invocation for both Development AND Operations workflows

Use when starting new feature work to create isolated git worktrees with smart directory selection and safety verification. Keeps main branch clean while developing.

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification

Applies JAX patterns for scientific Python development. Use when working with JAX, distrax, numpyro, blackjax, or scientific computing. Covers vmap, JIT, RNG handling.

Use and customize workflow templates for common scenarios. Use when user wants to use a template, asks about available templates, or wants to customize existing workflows.

Create session handoff document for transferring work to another session

Logging auditor focused on signal over noise. Use for /logging.

Token-efficient code analysis reference. Use when analyzing large codebases or needing structured code intelligence.

Use `uv` instead of pip/python/venv. Run scripts with `uv run script.py`, add deps with `uv add`, use inline script metadata for standalone scripts.

Validate skill structure, frontmatter, and best practices

Evidence-based verification methodology before claiming work is complete. Use when about to claim work is done, before committing, before creating PRs, or when verification-reminder hook fires. Triggers on: 'verify', 'verification', 'is it done', 'complete', 'ready to merge'.

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Evidence before claims, always. No completion claims without fresh verification. The final gate before declaring success.

Code cleanliness — AI-generated slop, naming, dead code, over-engineering, simplification

Verify a claim with fresh local evidence: restate it falsifiably, capture baseline and treatment, compare artifacts, and return VERIFIED, NOT VERIFIED, or INCONCLUSIVE.

Vroid Studio, VRM format, and VTuber avatar creation

Gas optimization analysis and implementation for Solidity contracts. Triggers on weasel gas, weasel optimize, or weasel efficiency.

Build accessible web applications following WCAG guidelines. Use when implementing ARIA patterns, keyboard navigation, screen reader support, or ensuring accessibility compliance. Triggers on accessibility, a11y, WCAG, ARIA, screen reader, keyboard navigation.

Structured approach to conducting thorough web research with source citation

Web search with automatic Qdrant storage for building persistent knowledge

Knowledge base for web search query techniques, source authority ranking, WebFetch/WebSearch best practices, and bot-block fallback via webfetch.py. Used by quick-searcher and deep-researcher in plugins/research/. TRIGGER WHEN: performing web research with WebSearch or WebFetch. DO NOT TRIGGER WHEN: searching local codebase (use Grep or Glob directly).

Send HTTP requests to webhooks and APIs using curl. Supports GET, POST, PUT, DELETE with headers and JSON payloads.

Classify decision weight (Light/Medium/Complete) and adjust gate depth accordingly

Configure and customize WezTerm terminal emulator. Use for setting up WezTerm config, themes, keybindings, and advanced features.

Log decisions, progress, deviations, and discoveries during any workflow phase

WHOOP morning check-in (recovery/sleep/strain) with suggestions.

Automatically checks word counts of documents when the user mentions word count in relation to a file. Triggers on phrases like "Check the word count of X", "Stop when the word count is N", or similar references to document word counts. Use this skill proactively whenever word count is mentioned with a document reference.

Get word count, character count, reading time, and text statistics. Quick analysis without questions.

CLI for bootstrapping and managing wordspace projects

Document a recently solved problem to compound your team's knowledge

Git worktree commands and usage. Triggers on 'worktree', 'worktrees', 'create worktree', 'git worktree'.

Opinionated worktree workflow with .git/checkouts convention. Load explicitly with /worktree-workflow.

Guide for querying DeFi yield and APY data using get_yield_pools. Covers pool filtering by token, chain, protocol, category, stablecoin-only mode, and capacity assessment. Explains APY conventions, lending vs borrowing rates, and sort options. Use when users ask about yields, APY, lending rates, borrowing costs, best pools, or DeFi yield strategies.

Brief description of what this Skill does and when to use it. This field is critical for Claude to discover when to invoke your skill.

A planted fixture that satisfies every blocking skill-eval rule so the gate passes cleanly.

Use when designing inclusive animations, addressing vestibular disorders and motion sensitivity, or ensuring animation accessibility compliance.

Web accessibility patterns for WCAG 2.2 compliance including ARIA, keyboard navigation, screen readers, and testing

Run ACFS.

Adds Cognito authentication and route protection. Use when adding login, signup, authentication, or user management.

Guide for adding new AI function examples, for testing specific features against the actual provider APIs.

Guide for adding new AI function examples, for testing specific features against the actual provider APIs.

Creates Architecture Decision Records (ADRs) following standard templates. Documents architectural decisions with context, options considered, and rationale. TRIGGERS - "create ADR", "document architecture decision", "new ADR", "record decision", "architecture decision record". Use when making significant architectural choices that should be documented. NOT for code documentation or README files.

Use when creating or upgrading CLAUDE.md instructions and selecting the right template baseline for repo size, architecture, and team constraints. AE.LTD template decision workflow.

Use when converting plain-language automation goals into production-ready n8n workflow JSON with retries, error paths, and credential-safe placeholders. AE.LTD automation blueprint workflow.

Daily DeFi read — regime verdict (RISK-ON / NEUTRAL / RISK-OFF) reproducible from named inputs, top TVL movers with one-line causal reasoning, and a sustainable-vs-incentive yield split so the operator can tell real product-market fit from emissions-pumped APY. Public APIs only. Triggers: "DeFi read", "DeFi regime today", "yield decomposition", "is this APY real or emissions", "DeFi movers with why".

Top Hacker News stories filtered by interest tags, with comment-mined insights (top, dissenting, expert/builder) and themed clustering. Comments often beat the post — this skill extracts the highest-signal threads rather than just listing front-page links. Triggers: "top HN today", "hacker news digest", "what's on hn", "best comments today".

AI-powered issue operations via gh-models. TRIGGERS - issue summarization, auto-labeling, issue insights.

Run an MDX query against an Oracle Essbase 21c cube and materialize the result as a Spark DataFrame in an AIDP notebook. Use when the user mentions Essbase, MDX, Essbase 21c, OLAP cube, or wants to read cube data into Spark. Auth is HTTP Basic.

Read or write MySQL or OCI MySQL HeatWave from an AIDP notebook via the AIDP `aidataplatform` Spark format handler. Use when the user mentions MySQL, HeatWave, MySQL Database Service, MDS, or has a MySQL host/port. Auth is host/port + user/password.

Create irresistible offers and pitches using Alex Hormozi's methodology from $100M Offers. Guides through value equation, guarantee frameworks, pricing psychology, and creating offers "too good not to take" for any product or service.

Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how does this work?" or "what's the architecture?"

Animation principles, techniques, and best practices for 3D animation

Use when creating hand-drawn or classical animation, working with frame-by-frame techniques, or applying Disney principles in their original artistic context.

Get aggregated logs from an app across all clusters

Show the status of an app across all clusters

Use when designing character personalities, creating memorable motion signatures, ensuring animations feel polished, or making visual experiences that audiences want to watch.