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
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…
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…
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…
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…
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
Analyze websites and domains using SimilarWeb traffic data. Get traffic metrics, engagement stats, global rankings, traffic sources, and geographic distribution for comprehensive…
Load testing, contract testing, chaos engineering, mutation testing, and resilience verification specialist.
Track mistakes and improvement opportunities with 5-whys root cause analysis. Use when Claude makes an error, gives a wrong answer, misunderstands intent, or when you spot a…
Technical implementation of GDPR Article 25(2) data protection by default. Covers strictest privacy settings as default configuration, minimum data collection, limited storage…
Generate structured decision-making tools — step-by-step guides, bias checkers, scenario explorers, and interactive dashboards.
Use when designing organizational structure (team topologies, Conway's Law alignment), mapping stakeholders by power-interest for change initiatives, defining team interface…
Socratic coach for breaking down problems to fundamental truths. Use when users want to think through a problem deeply, challenge assumptions, or find innovative solutions.
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…
Combine multiple mental models for richer analysis. Use for complex problems requiring multiple lenses, high-stakes decisions, or when single models leave blind spots.
Use when evaluating GraphRAG system quality across knowledge graph completeness, retrieval relevance, answer correctness, and reasoning verification.
Repository structure design, optimization, and audit. Directory design, docs/ layout (PRD, specs, ADR), test/script organization, anti-pattern detection, and migration planning…
Patterns for building design system components using Surface primitives, CVA variants, and consistent styling.
Implement the NIST Privacy Framework IDENTIFY function including ID.BE business environment, ID.DA data actions, ID.IM improvement, and ID.RA risk assessment subcategories.
The definitive end-to-end pipeline for creating the highest quality portable AI skills. Orchestrates six individual skills in sequence — each run fully, separately, and in its…
Extract brand tone and generate multi-version brand narratives and naming proposals
Expert-level frontend architect and UI/UX design system integration guide. A minimalist modernist design system that helps seamlessly integrate a precise design system into…
Game audio generation agent. Produces code (Python/JS/TS/Shell) for SFX, BGM, Voice, Ambient, and UI sounds using ElevenLabs/Stable Audio/MusicGen/Suno/OpenAI TTS/JSFXR.
Use when teaching complex concepts (technical, scientific, philosophical), helping learners discover insights through guided questioning rather than direct explanation, c — from…
Guides privacy program maturity assessment using the AICPA/CIPT Privacy Maturity Model with five levels: Ad Hoc, Repeating, Defined, Managed, and Optimized.
Use when performing final quality checks before sharing or publishing writing. Invoke when user mentions pre-publish, final check, ready to publish, last review, quality check…
YAGNI verification, scope cutting, pruning, and complexity reduction proposals. A 'subtraction' agent that questions the justification for every code, feature, process, document,…
Classify problems by complexity domain (clear, complicated, complex, chaotic) and match approach to domain. Use for choosing methodologies, problem framing, and process design.
Design data systems by understanding storage engines, replication, partitioning, transactions, and consistency models.
Compress or convert generated images for delivery, preview, and social upload. Use when the user asks to compress an image, optimize image size, convert to webp, or reduce file…
Comprehensive research methodology combining scholarly research, scientific data analysis, evidence synthesis, source evaluation, and systematic review practices for producing…
Recognize Senge's Systems Archetypes to diagnose recurring organizational and technical problems, identify why fixes keep failing, and design interventions that address root…
Recognize limits of mental models and diagrams. Use when models diverge from reality, debugging expectation mismatches, or questioning abstraction accuracy.
Use when fetching YouTube transcripts that must come back in English. Wraps the locally installed jdepoix/youtube-transcript-api package, requests English first, uses YouTube…
Systematic application of the eight privacy design patterns per Hoepman: minimize, hide, separate, abstract, inform, control, enforce, and demonstrate.
Classifies sensitive data in AI/ML training datasets including bias detection for Art. 9 categories, data card documentation, provenance tracking, and consent verification for…
Guides determination of the correct lawful basis under GDPR Article 6(1)(a)-(f) for each processing activity.
Use when designing embedding strategies that fuse semantic and structural information for knowledge graphs.
Build automated PII detection and redaction pipelines using spaCy NER, Microsoft Presidio, and AWS Macie integration.
Think beyond immediate consequences to second and third-order effects. Use for strategic decisions, policy changes, and avoiding unintended consequences.
Set and manage the preferred backbone LLM for compatible AI-agent workflows. Supports manual model selection, automatic best-model selection based on task type, and a…
Multi-session parallel orchestrator using Claude Code Agent Teams API and Codex CLI Subagents to launch, manage, and coordinate concurrent task execution across multiple…
Deep temporal reasoning skill for tracing the long-term consequences of decisions, identifying slow-moving forces that will reshape the landscape, and making choices that optimize…
Use when setting product North Star metrics, decomposing high-level business metrics into actionable sub-metrics and leading indicators, mapping strategy to measurable outcomes,…
The definitive guide to chaining, composing, and layering multiple skills together for complex multi-phase tasks.
Guides compliance with India''s Digital Personal Data Protection Act 2023. Covers consent manager registration, data fiduciary obligations under Sections 4-7, significant data…
Use when making messages more memorable or persuasive using the SUCCESs framework. Invoke when user mentions stickiness, making ideas stick, memorable messaging, persuasion, the…
Use when the user asks for GBrain, personal knowledge brain setup, brain-first retrieval, local PGLite brain, hybrid RAG search, gbrain import/query/sync/embed, GBrain skills,…
Use when systematically evaluating existing designs for cognitive alignment, conducting design reviews or critiques, diagnosing usability issues, quality assurance before launch,…
Propose, configure, debug, and maintain Claude Code hooks (PreToolUse/PostToolUse/Stop and other lifecycle events).
Guide to implementing homomorphic encryption for privacy-preserving computation under GDPR. Covers scheme selection (BFV, BGV, CKKS, TFHE), Microsoft SEAL, IBM HELib, and Google…
Deep self-reflection, continuous self-improvement, and introspective analysis for identifying weaknesses, learning from mistakes, and evolving capabilities over time.
Manage this repository as the user's universal AI setup hub for OpenSkills, source repo inventory, bootstrap scripts, skill audits, and cross-agent operating rules.
Use when working with the local everything-claude-code integration, upstream docs, selective install plans, Claude plugin wiring, or ECC portable skills/rules.
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser scre — from…
Implements strict data minimization and retention limits for children''s personal data under GDPR Art. 5(1)(c), Recital 38, UK AADC Standard 8, and COPPA Section 312.7.