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…
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,…
Generate a ship-ready CLI for an API with a lean research -> generate -> build -> shipcheck loop.
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…
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…
Score a generated CLI against the Steinberger bar, compare two CLIs side-by-side
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
Implements HIPAA breach notification requirements under 45 CFR §164.400-414. Covers individual notification within 60 days, HHS reporting thresholds (500+ immediate, under 500…
Guides internal privacy audit program design and execution including risk-based audit planning, scope definition, fieldwork procedures, finding classification, evidence gathering,…
Systematic rational process for complex problem analysis, decision making, and risk assessment. Use for high-stakes engineering decisions, root cause analysis beyond 5 Whys, and…
Deep self-reflection, continuous self-improvement, and introspective analysis for identifying weaknesses, learning from mistakes, and evolving capabilities over time.
Repository structure design, optimization, and audit. Directory design, docs/ layout (PRD, specs, ADR), test/script organization, anti-pattern detection, and migration planning…
Recognize Senge's Systems Archetypes to diagnose recurring organizational and technical problems, identify why fixes keep failing, and design interventions that address root…
Use when long-term knowledge retention is needed (weeks to months), studying for exams or certifications, learning new job skills or technology, mastering substantial material…
The definitive guide to chaining, composing, and layering multiple skills together for complex multi-phase tasks.
Recognize limits of mental models and diagrams. Use when models diverge from reality, debugging expectation mismatches, or questioning abstraction accuracy.
Guides ISO 27701 Privacy Information Management System implementation extending ISO 27001/27002. Covers Clause 5 PIMS-specific requirements, Clause 6 PIMS guidance for ISO 27002,…
Apply lean thinking to UX: hypothesis-driven design, collaborative sketching, and rapid experiments instead of heavy deliverables.
Use when designing or implementing chaos engineering experiments to verify system resilience under failure conditions.
Find and reduce code duplication, clean up redundant code, detect code clones, reduce codebase size, DRY violations, copy-paste detection.
Deploy differential privacy in production systems including epsilon selection strategies, noise calibration with Laplace and Gaussian mechanisms, privacy budget tracking,…
Deep dual-model debugging of AI skills using reasoning model and fast synthesis model. Use when asked to debug a skill, find bugs in a skill, review a skill for issues, fix a…
Implements federated learning architecture patterns for GDPR compliance. Covers secure aggregation protocols, differential privacy integration, communication protocols, and…
Approach problems backward by identifying paths to failure, then systematically avoiding them. Use for risk identification, planning, and avoiding obvious mistakes.
Use when systematically evaluating existing designs for cognitive alignment, conducting design reviews or critiques, diagnosing usability issues, quality assurance before launch,…
Guides creation of organisational privacy policy hierarchy aligned to GDPR chapters including top-level policy, supporting procedures, operational guidelines, and training…
Use when selecting, copying, adapting, or applying a curated DESIGN.md file for a project UI, brand-style reference, or design-system brief.
Creates, reviews, and debugs UI motion and animation implementations. Covers springs, gestures, drag interactions, clip-path reveals, easing, timing, and animation review.
Identify and manage the bottleneck; improvements elsewhere don't matter until the constraint is addressed.
Guides determination of the correct lawful basis under GDPR Article 6(1)(a)-(f) for each processing activity.
Use when working with supreme-gg-gg/instagram-cli or Instagram from the terminal: logging in or checking auth, listing or searching inbox threads, sending Instagram direct…
Implements HIPAA de-identification methods under 45 CFR §164.514(a)-(b). Covers expert determination method and safe harbor method with 18 identifiers removal, re-identification…
Start with means, not goals; co-create with partners; leverage contingencies. Use for startup strategy, innovation projects, and uncertain/novel domains where planning is…
Use when proposing new features/products, documenting product requirements, creating concise specs for stakeholder alignment, pitching initiatives, scoping projects before…
Comprehensive research methodology combining scholarly research, scientific data analysis, evidence synthesis, source evaluation, and systematic review practices for producing…
Create unified specification packages across Business, Development, and Design teams. Staged elaboration (L0 Vision → L1 Requirements → L2 Team Detail → L3 Acceptance Criteria) to…
Apply parsimony principle to prefer simpler explanations with fewer assumptions. Use for hypothesis selection in debugging, architecture decisions, and choosing between competing…
Guides AI agents through the complete GDPR Data Subject Access Request (DSAR) workflow under Article 15, including identity verification, 30-day deadline calculation with…
Engineer professional-grade brand logos using geometric primitives and negative space — generates minimalist, scalable vector-style marks via muapi.ai
Assesses lawful basis for AI training data processing per EDPB April 2025 report on LLMs and general-purpose AI.
Red team engineering agent. Designs attack scenarios, builds threat models, applies MITRE ATT&CK/OWASP frameworks, runs Purple Team exercises, and performs AI/LLM red teaming.
Use when revising, editing, or polishing an existing draft. Invoke when user mentions revision, editing, cutting clutter, tightening prose, improving readability, fixing rhythm,…
Guides assessment of third-country adequacy decisions under GDPR Article 45 for international data transfers.
Automated feature demo video production using Playwright E2E tests. Scenario design, recording configuration, implementation patterns, and quality checklists for product demos and…
Know the boundaries of your expertise and operate within them. Use when evaluating opportunities, making decisions outside your domain, or assessing when to defer to experts.
Design data systems by understanding storage engines, replication, partitioning, transactions, and consistency models.
Design and implement Purpose-Based Access Control (PBAC) architecture including purpose ontology definition, policy engine configuration, audit logging of purpose verification at…
Use before any five-agent-dev-team automation mutates files, opens PRs, updates branches, or performs Captain integration.
Guides privacy program maturity assessment using the AICPA/CIPT Privacy Maturity Model with five levels: Ad Hoc, Repeating, Defined, Managed, and Optimized.
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…
Implement the NIST Privacy Framework PROTECT function covering PR.AC access control, PR.DS data security, and PR.PO protective policies.
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.
Apply meta-principles of software craftsmanship: DRY, orthogonality, tracer bullets, and design by contract.
Systematic debugging techniques for unclear root causes. Use when a bug's origin is unknown, multiple hypotheses need testing, you need to narrow down a failing area, end-to-end…
Design the small details — triggers, rules, feedback, loops and modes — that separate good products from great ones.
Use when working with Google NotebookLM through jacob-bd/notebooklm-mcp-cli: listing or creating notebooks, adding sources, querying notebooks, generating audio or studio…
Multi-session parallel orchestrator using Claude Code Agent Teams API and Codex CLI Subagents to launch, manage, and coordinate concurrent task execution across multiple…