add-uint-support provides step-by-step guidance for expanding pytorch operator type coverage to unsigned integers via AT_DISPATCH macro updates, with clear decision paths between two implementation methods.

turborepo covers monorepo task orchestration, caching, filtering, ci optimization, and architectural boundaries with decision trees and anti-pattern guidance.

accessibility covers wcag 2.1 audit and remediation across perceivable, operable, understandable, and robust principles. provides code examples for alt text, contrast, keyboard navigation, focus management, form labels, and aria usage, with testing checklist and common issues prioritized by severity.

agent-development provides structured guidance for building autonomous agents in claude code plugins, covering frontmatter validation, system prompt design, triggering mechanics, and a templated creation workflow with clear examples.

at-dispatch-v2 converts legacy pytorch AT_DISPATCH macros to the v2 api with step-by-step mapping of type groups, lambda wrapping, and argument reordering for aten kernels and cuda implementations.

code-change-verification enforces a mandatory verification stack for runtime and test changes in the openai agents python repository, running format, lint, type checking, and tests with fail-fast semantics and platform-specific script entry points.

davila7-game-development routes developers to platform and dimension-specific sub-skills while teaching universal game loop principles, performance budgets, and pattern selection heuristics for multi-platform projects.

scvi-tools covers deep learning workflows for single-cell genomics including batch correction, multi-modal integration, reference mapping, and spatial analysis. provides model selection guidance, modular scripts, and decision trees for workflow routing.

variance-analysis provides formulas and frameworks for decomposing financial variances into price, volume, rate, and mix effects with narrative templates and waterfall visualization guidance. covers materiality thresholds, budget vs actual vs forecast comparisons, and variance trending.

playwright automates browser tasks from the terminal using playwright-cli, covering navigation, form filling, snapshots, screenshots, and data extraction via a wrapper script that works without global installation.

openai-docs routes model selection, api migration, and prompt-upgrade requests to the official openai developer docs mcp server, with fallback to bundled references and domain-restricted web search when remote guidance is unavailable.

command-name documents standardized claude code plugin directory layout, manifest configuration, component organization (commands/agents/skills/hooks), auto-discovery mechanisms, and portable path references using ${CLAUDE_PLUGIN_ROOT}, covering both minimal and full-featured plugin patterns.

fact-checker evaluates claims systematically against evidence hierarchies, ratings across a six-point verdicts scale from true to unverifiable, and flags common manipulation patterns like cherry-picking and context removal.

agent-identifier teaches agent structure, frontmatter fields, system prompt design, and triggering via examples for claude code plugins. covers naming rules, model selection, tool restriction, and validation.

playground builder generates self-contained html explorers with live preview, interactive controls, and copyable prompt output. covers design, data, learning, and code review use cases via templates.

security-threat-model produces repository-grounded threat models anchored to code evidence, enumerating trust boundaries, assets, and abuse paths with explicit attacker capabilities and prioritized mitigations.

security-ownership-map analyzes git history to build people-file graphs, compute bus factor and sensitive-code clusters, and export for neo4j or gephi. flags orphaned sensitive code, ownership drift vs codeowners, and hidden concentration risk in auth/crypto.

paid-ads covers strategy, creative, and targeting across google, meta, linkedin, twitter, and tiktok. includes campaign structure, audience segmentation, retargeting funnels, and optimization levers with platform-specific setup checklists.

virattt-dcf-valuation estimates intrinsic value per share using discounted cash flow analysis with 5-year projections, wacc-based discounting, sensitivity grids, and validation sanity checks against enterprise value and terminal value ratios.

debugger provides a systematic multi-step framework for identifying and fixing software issues, covering problem understanding, hypothesis testing, and root cause analysis with concrete strategies like binary search and logging patterns.

figma enables design-to-code translation via mcp server, fetching context and screenshots to generate production code aligned with project conventions and design tokens.

agentic-eval covers iterative refinement patterns for ai agent outputs, with concrete code examples for self-critique loops, evaluator-optimizer architectures, and test-driven code generation workflows.

scientific-brainstorming structures ideation through five phases (context, divergence, connection, evaluation, synthesis), offering conversational techniques for hypothesis generation, cross-domain reasoning, and methodological exploration. best suited for researchers seeking structured creative problem-solving without computational constraints.

task-management provides markdown-based task tracking with a shared TASKS.md file, supporting add/complete/query workflows and optional dashboard visualization. covers active, waiting, someday, and done sections.

notion-knowledge-capture converts conversations into structured notion pages (decisions, how-tos, faqs, wiki entries) with proper linking and metadata, requiring notion mcp setup and database selection.

scoutqa-test wraps the scoutqa cli for autonomous web application testing. covers smoke tests, accessibility audits, and feature validation via natural language prompts. useful for post-deployment verification and exploratory testing workflows.

davila7-xlsx covers spreadsheet creation, editing, and analysis with openpyxl and pandas. provides detailed formulas and formatting guidance for financial models, but lacks specific trigger phrases for actual invocation scenarios.

pdf-processing-pro bundles pdfplumber-based scripts for form extraction, table parsing, ocr, and batch workflows. error handling via exit codes and validation hooks are present but thinly documented.

render-deploy guides users through blueprint-based and direct service creation workflows for deploying applications to render. covers git-backed flows, codebase analysis, render.yaml generation, and dashboard deeplinks with mcp tool integration.

security-best-practices audits code against language and framework specific security guidance, operating in three modes: secure-by-default coding, passive vulnerability detection, and on-demand security reporting with prioritized findings and remediation.

goplaces wraps the google places api (new) as a cli tool supporting text search, place details, geocoding resolve, reviews, and json output. human-readable by default, scriptable via --json flag.

ai-agents-architect covers agent design patterns (react, plan-and-execute, tool registry) and identifies failure modes, but lacks step-by-step implementation guidance and concrete input/output contracts.

markitdown converts diverse file formats (pdf, docx, pptx, xlsx, images, audio, html, and more) to markdown with optional ocr, transcription, and ai-enhanced image descriptions via openrouter.

anthropics-pdf covers common pdf operations (merge, split, extract text/tables, create, rotate, watermark, encrypt) via python libraries and cli tools. lacks explicit error handling, recovery paths, and validation logic.

uv-package-manager covers installation, virtual environment setup, dependency management, and python version pinning for the rust-based uv tool. procedural patterns are provided but lack failure recovery and edge case handling.

terraform-azurerm-set-diff-analyzer identifies false-positive diffs in terraform plans caused by set-type attribute reordering in azurerm resources, filtering noise from actual infrastructure changes.

feishu-perm manages collaborator access across feishu document types (docx, sheet, folder, wiki, etc) with three core actions: list members, add with permission level, remove access. token and member identification required.

marketing-psychology catalogs 70+ mental models and cognitive biases with marketing applications, but reads as a reference guide rather than actionable skill. lacks procedural depth, decision logic, and failure recovery.

gh-address-comments fetches github pr review comments via gh cli, presents them to the user for selection, and applies fixes to chosen items after verifying authentication.

sickn33-legal-advisor generates templates for privacy policies, terms of service, and gdpr-compliant documentation across multiple jurisdictions. lacks concrete procedural steps and decision logic for document generation.

ui-ux-pro-max aggregates design rules and recommendations across 10 stacks with extensive checklists for accessibility, touch, performance, and style. execution guidance is thin; most content reads as reference material rather than actionable procedures.

clean-code documents pragmatic coding principles (srp, dry, kiss, yagni) with naming conventions and function rules. lacks concrete implementation guidance and trigger phrases for actual coding tasks.

scientific-slides guides presentation creation using nano banana pro for image generation and pdf assembly, with formatting consistency protocols for multi-slide decks. covers workflows for pdf slides and powerpoint integration but lacks actionable decision logic and failure recovery.

scroll-experience covers parallax, scroll animations, and sticky sections with code examples across gsap, framer motion, and css. lacks procedural depth for actual implementation and glosses over mobile/performance constraints.

email-drafter provides templates and tone guidance for composing business emails across common contexts like meeting requests and follow-ups, but lacks procedural depth and error handling.

internal-comms provides templated guidance for writing status reports, newsletters, and incident communications, but lacks concrete procedures, actual template content, and failure mode handling.

marketing-ideas catalogs 140 tactics spanning content, ads, partnerships, and launches. lacks procedural depth, decision logic, and failure mode handling. functions as reference material rather than actionable skill.