Regenerate an existing printed CLI from scratch under the current Printing Press, with prior research and prior novel features carried into the novel-features subagent's reprint…
Internal sub-skill: agentic review of a printed CLI's sampled command output for plausibility issues that rule-based checks can't encode (substring-match relevance, format bugs,…
Polish a generated CLI to pass verification and become publish-ready. Runs diagnostics (dogfood, verify, scorecard, go vet), automatically fixes all issues (verify failures, dead…
Generate a ship-ready CLI for an API with a lean research -> generate -> build -> shipcheck loop.
Score a generated CLI against the Steinberger bar, compare two CLIs side-by-side
Run a retrospective after generating a CLI. Identifies systemic improvements to the Printing Press — templates, Go binary, skill instructions, catalog — so the next CLI comes out…
Bring a published CLI from the public library into the internal library so it's identical to a freshly-generated copy — module path reverted, manuscripts placed alongside, ready…
Audit and improve an existing Quickstop plugin's quality against Claude Code plugin spec
Browse and install pre-built Go CLIs for popular APIs from the catalog
Publish a generated CLI to the printing-press-library repo
Guides AI agents through the complete GDPR Data Subject Access Request (DSAR) workflow under Article 15, including identity verification, 30-day deadline calculation with…
Guide for implementing GDPR-valid consent under Article 7 conditions and Article 4(11) definition. Covers five core requirements: freely given, specific, informed, unambiguous,…
Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching.
Architecture patterns for GDPR Article 5(1)(c) data minimization and Article 25(1) data protection by design.
Use when five-agent-dev-team GitHub Actions, Gitleaks, Docker, audit, lint, test, or formatting checks fail.
Design the small details — triggers, rules, feedback, loops and modes — that separate good products from great ones.
Executes the GDPR Article 33 mandatory breach notification to the supervisory authority within 72 hours of becoming aware of a personal data breach.
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel.
Design privacy API patterns including data subject API for DSAR endpoints, consent API for preference management, deletion API with cascading delete orchestration, and audit API…
Configure and audit the local universal AI skills setup across Codex, ChatGPT, Claude, Claude Code, Claude Cowork, Cursor, Gemini, OpenCode, OpenSkills, Hermes Agent, OpenClaw,…
Argue against the strongest version of opposing positions, not the weakest. Use for design reviews, evaluating alternatives, conflict resolution, and decision validation.
Identify and manage the bottleneck; improvements elsewhere don't matter until the constraint is addressed.
Generate, optimize, and audit personal development environment config files (zsh/tmux/neovim/ghostty).
Official GSAP skill for GSAP plugins — registration, ScrollToPlugin, ScrollSmoother, Flip, Draggable, Inertia, Observer, SplitText, ScrambleText, SVG and physics plugins,…
Designs and executes tabletop breach simulation exercises for testing organizational breach response capabilities.
Songwriting agent for Suno AI that composes lyrics with metatags and style prompts from theme, genre, and mood inputs.
Combine multiple mental models for richer analysis. Use for complex problems requiring multiple lenses, high-stakes decisions, or when single models leave blind spots.
Handle flaky tests, crashing tests, hanging tests, out of memory tests, stack overflow tests, test isolation, test suite stability issues in .NET projects.
Implements automated data deletion workflows for GDPR Article 17 right to erasure and retention period expiry.
Use when verifying claims before decisions, fact-checking statements against sources, conducting due diligence on vendor/competitor assertions, evaluating conflicting evidence,…
Recognize Senge's Systems Archetypes to diagnose recurring organizational and technical problems, identify why fixes keep failing, and design interventions that address root…
Game planning and production agent. GDD structuring, game balance math, narrative design, economy design, systems design, player psychology, and production management.
Build automated PII detection and redaction pipelines using spaCy NER, Microsoft Presidio, and AWS Macie integration.
Start with means, not goals; co-create with partners; leverage contingencies. Use for startup strategy, innovation projects, and uncertain/novel domains where planning is…
Official GSAP skill for Vue, Svelte, and other non-React frameworks — lifecycle, scoping selectors, cleanup on unmount.
Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic.
Design data systems by understanding storage engines, replication, partitioning, transactions, and consistency models.
Builds a comprehensive breach response team playbook defining CSIRT and privacy team structure with named roles (incident commander, legal counsel, communications, IT forensics,…
Find and reduce code duplication, clean up redundant code, detect code clones, reduce codebase size, DRY violations, copy-paste detection.
Understand what "job" users hire your product to do, focusing on progress users seek rather than features.
Adversarial code review — find what will break in production, not what looks wrong in theory. Covers correctness, security, failure modes, performance, and maintainability.
Creates, reviews, and debugs UI motion and animation implementations. Covers springs, gestures, drag interactions, clip-path reveals, easing, timing, and animation review.
Break complex problems into fundamental truths by questioning assumptions and rebuilding from irreducible components.
Set and maintain a persistent core topic or purpose for the entire AI session. Use when the user sets a core topic, anchors context, says "let's focus on X", "today we're building…
Guides determination of the correct lawful basis under GDPR Article 6(1)(a)-(f) for each processing activity.
Rapid decision-making loop for dynamic situations. Use for incident response, competitive scenarios, time-sensitive decisions, and situations requiring quick adaptation.
Use when setting product North Star metrics, decomposing high-level business metrics into actionable sub-metrics and leading indicators, mapping strategy to measurable outcomes,…
Assesses lawful basis for AI training data processing per EDPB April 2025 report on LLMs and general-purpose AI.
Comprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini AI), corporate identity program (50 deliverables, CIP mockups) — from…
Use when designing retrieval strategies for querying knowledge graphs in RAG systems. Invoke when user mentions retrieval strategy, search orchestration, global-first retrieval,…
ETL/ELT pipeline design, data flow visualization, batch/streaming selection, and Kafka/Airflow/dbt design. Use when building data pipelines or managing data quality.
Deep self-reflection, continuous self-improvement, and introspective analysis for identifying weaknesses, learning from mistakes, and evolving capabilities over time.
Domain knowledge agent for Japanese income tax filing (kakutei shinkoku). Guides income classification, deduction optimization, tax calculation, and filing for freelancers, sole…
Implementation guide for Global Privacy Control (GPC) automated opt-out signal per CPRA Section 1798.135(e).
Build generative UI apps with OpenUI and OpenUI Lang — the token-efficient open standard for LLM-generated interfaces.
Implements AI transparency requirements under EU AI Act Arts. 13-14 and GDPR Arts. 13-14. Covers user notification of AI interaction, system capability disclosure, limitation…
Identify where small changes can have large effects using Donella Meadows' hierarchy of system intervention points.
Audits web typography for punctuation, font selection, sizing, spacing, OpenType features, hierarchy, layout, typeface pairing, brand identity, and display type.
Comprehensive AI/ML expertise covering prompt engineering, LLM architecture, AI agent design, RAG systems, fine-tuning, AI safety, and cutting-edge AI research for building and…
Maps the hidden connections between all 630+ installed skills, enabling cross-pollination of ideas across domains.