发现 Skills

Implements Makefile best practices for build automation including phony targets, pattern rules, variable scoping, and cross-platform compatibility to streamline software build processes.

Implements intelligent task intelligence with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense

Create, query, audit, and optimize Google Ads campaigns. Supports both API mode (google-ads Python SDK) and browser automation. Use for campaign management, performance analysis, keyword optimization, and ad creation.

Performance coaching for when an AI agent fails significantly. Triggered by "go to remedy". Uses Wendy Rhoades-style coaching (from Billions) to identify root causes, fix systems, and rebuild confidence through evidence. Posts to a dedicated channel with a sub-agent coach.

Create high-quality animated explainer visuals for essays and blog posts. Use when the user wants to visualize concepts, processes, data, or ideas with interactive web animations. Triggers on requests like "create a visual for", "animate this concept", "make an explainer", "visualize this idea", "diagram this process", "show this data", or when essay content would benefit from visual explanation. Handles abstract concepts (mental models, frameworks), technical processes (algorithms, systems), and data visualization (trends, comparisons). Outputs self-contained HTML/CSS/JS that embeds directly in web content.

Work with PDF files - extract text for analysis, get metadata, merge/split documents, convert formats, search content, and OCR scanned documents. Use when you need to read, analyze, or manipulate PDF files.

Sets up Google Tag Manager and Google Analytics 4 for websites with automated browser setup via claude-in-chrome. Use when launching a new site needing tracking, migrating to GTM/GA4, adding event tracking (clicks, forms, conversions), setting up e-commerce tracking, or debugging tracking issues. Trigger phrases include "set up GTM", "configure GA4", "tracking plan", "add event tracking", "debug analytics". NOT for analyzing existing data/reports (use google-analytics MCP), keyword research (use keyword-research), or SEO optimization (use seo-optimization).

Production-ready templates for packaging AI agents as installable software. Use when the user mentions: template, scaffold, boilerplate, starter, skeleton, package.json, pyproject.toml, Dockerfile, docker-compose, MCP server template, Claude Code plugin template, LangGraph deploy, install script, release action, GitHub Actions, agent packaging template, generate template, gen-template, cookiecutter, project structure

Interviews the user to plan a feature and produce a PRD. Covers scoping requirements, defining specs, and designing solutions. Use when starting new work that needs planning, requirements definition, feature scoping, or creating a product requirements document.

Improves CLAUDE.md by analyzing conversation patterns. Use when Claude keeps repeating a mistake, when teaching a new preference, or when consolidating guidance from repeated instructions. Captures recurring corrections and style preferences into project instructions.

Database design, operations, and platform-specific patterns. Schema design principles, migrations, query optimization, transactions, connection pooling, and Convex-specific best practices. Reference skill for all database work.

Parse new financial documents into Moneta. Detect type, run parser, validate output, summarize reconciliation.

Complete PostHog lifecycle management. Audits current state, fixes all issues, and verifies event tracking works end-to-end. Every run does all of this. Auto-invoke when: files contain posthog/analytics/tracking, imports posthog-js package, references POSTHOG_* env vars, event tracking code modified, user mentions "analytics not working" or "events not sending".

Design monochrome ornamental patterns grounded in Alexander Speltz's classical ornament taxonomy. Covers historical period selection, motif structural analysis, prompt construction for line art and silhouette rendering, and AI-assisted image generation via Z-Image. Use when creating decorative borders, medallions, or friezes in a single color, exploring historical ornament styles through generative AI, producing line art or pen-and-ink renderings of classical motifs, or generating reference imagery for design or educational materials.

Analyze prime numbers using primality tests, factorization algorithms, prime distribution analysis, and sieve methods. Covers trial division, Miller-Rabin, Sieve of Eratosthenes, and the Prime Number Theorem. Use when determining whether an integer is prime or composite, finding prime factorizations, counting or listing primes up to a bound, or investigating prime properties within a number-theoretic proof or computation.

Appraise gemstone value using the four Cs (color, clarity, cut, carat), origin assessment, treatment detection, and market factor analysis. Advisory educational guidance only — not a certified appraisal. Use when understanding factors that determine a gemstone's value, pre-screening stones before a professional appraisal, evaluating whether a seller's asking price is reasonable, learning gemstone grading methodology, or understanding how treatment status affects value.

Build a competitive or casual trading card game deck. Covers archetype selection, mana/energy curve analysis, win condition identification, meta-game positioning, and sideboard construction for Pokemon TCG, Magic: The Gathering, Flesh and Blood, and other TCGs. Use when building a new deck for a tournament format or casual play, adapting an existing deck to a changed meta-game, evaluating whether a new set warrants a deck change, or converting a deck concept into a tournament-ready list.

Set up centralized log aggregation with Loki and Promtail (or ELK stack), including log parsing, label extraction, retention policies, and integration with metrics for correlation. Use when consolidating logs from multiple services into a searchable system, replacing local log files with centralized queryable storage, correlating logs with metrics and traces, implementing structured logging with label extraction, or troubleshooting production incidents requiring cross-service log analysis.

Draft a project charter that defines scope, stakeholders, success criteria, and initial risk register. Covers problem statement, RACI matrix, milestone planning, and scope boundaries for both agile and classic methodologies. Use when kicking off a new project or initiative, formalizing scope after an informal start, aligning stakeholders before detailed planning begins, or transitioning from discovery to active project work.

AI unconstrained creative exploration — deliberately dropping structure to let associations form freely. The one skill that inverts the standard procedure format: instead of inputs, steps, and validation, dream opens space for emergence without evaluation. Use before design work, before naming things, before choosing between approaches, or anywhere that premature structure kills the best option.

Create and maintain a product or project backlog with prioritized items, acceptance criteria, and estimates. Covers user story writing, MoSCoW prioritization, backlog grooming, item splitting, and status tracking. Use when starting a new project and converting scope into actionable items, during ongoing grooming before sprint planning, re-prioritizing after stakeholder feedback or scope changes, or splitting oversized items into implementable pieces.

Qualify a vendor or supplier of GxP-relevant software or services. Covers vendor risk classification, assessment questionnaire design, desk and on-site audit approaches, quality agreement evaluation, SLA review, and ongoing monitoring cadence definition. Use when selecting a new vendor for a GxP-critical system, onboarding a cloud provider for regulated data, performing a periodic re-qualification, when a vendor audit finding requires re-assessment, or when EU Annex 11 or ICH Q10 requires supplier qualification.

Review user experience and interface design using Nielsen's heuristics, WCAG 2.1 accessibility guidelines, keyboard and screen reader audit, user flow analysis, cognitive load assessment, and form usability evaluation. Use when conducting a usability review before release, assessing WCAG 2.1 accessibility compliance, evaluating user flows for efficiency, reviewing form design, or performing a heuristic evaluation of an existing interface.

This skill should be used when working with the Plebeian Market codebase - a decentralized Nostr-based e-commerce marketplace. Use this skill when implementing new features, fixing bugs, creating UI components, adding routes, or modifying any part of the application to ensure consistency with established patterns for React 19, TanStack Router, TanStack Query/Store, Tailwind CSS v4, and Nostr/NDK integration.