telegram-bot-builder covers bot architecture, api integration, and monetization patterns for telegram. includes code examples for commands, keyboards, and payments, but lacks depth on failure modes and production concerns.

pandoc-pdf-generation converts markdown to professional pdfs via xelatex with support for toc, citations, and section numbering, though the skill file truncates before providing actual procedural steps.

tdd-workflow covers the red-green-refactor cycle and three laws of tdd. includes phase principles, the aaa test pattern, prioritization guidance, and anti-patterns to avoid.

oklch-skill explains perceptually uniform color spaces and references conversion, palette generation, contrast checking, and tailwind integration workflows without procedural depth or actionable steps.

skill-from-notebook extracts executable methodologies from learning materials and finished examples by identifying input type (methodology vs reverse engineering), validating suitability, analyzing structure, and generating reusable skill templates with steps and quality checkpoints.

instagram-account-research profiles known instagram accounts via hosted snapshot collection, ranks them by engagement and cadence, and surfaces shortlists for creator or competitor evaluation without content analysis.

active-research performs multi-source analysis on academic papers, web pages, and general topics, generating structured html reports with browser automation including spa navigation and network idle detection. lacks concrete workflows and error handling.

image-ocr covers text extraction from images across six engines (tesseract, easyocr, paddleocr, google vision, aws textract, claude vision) with preprocessing, cloud integration, and structured output for documents and forms.

vercel-react-best-practices catalogs 45 performance rules for react and next.js across 8 priority-ordered categories, with code examples for common bottlenecks like waterfalls, bundle bloat, and re-render cycles.

firebase-local-env-setup covers prerequisite verification and installation of node.js, firebase cli, and mcp server dependencies needed before any firebase agent integration work can proceed.

gitnexus-exploring helps developers understand unfamiliar codebases by querying indexed repositories, retrieving context, and tracing execution flows through a five-step procedural workflow.

electron enables desktop app automation by connecting agent-browser to chromium-based apps via chrome devtools protocol, supporting snapshot-interact workflows on slack, vs code, figma, and similar tools.

asc-release-flow guides app store submission readiness assessment and release execution via asc command surface, starting with blocker identification and offering both public api and web session paths.

aws-cdk-development covers infrastructure-as-code patterns for typescript and python, with mcp-integrated access to aws docs and cdk-nag validation. multi-stage pre-deployment checks attempt to catch issues before cloudformation synthesis.

portless assigns random free ports and routes named .localhost subdomains to dev servers, auto-detects git worktrees for branch-based URLs, and injects port flags into framework CLIs to eliminate port conflicts and memorization overhead.

fun-brainstorming guides design decisions through structured phases (discovery, proposal, convergence, capture) before code is written. it asks clarifying questions upfront, presents trade-off options with recommendations, and captures decisions as inline comments rather than separate docs.

zod-validation-utilities provides type-safe schema patterns and error handling for api payloads, forms, and configuration parsing in typescript applications.

flutter-implementing-navigation-and-routing covers imperative and declarative routing patterns, deep linking across platforms, and nested navigation for multi-step flows. provides guidance on navigator vs router selection and practical workflows with code examples.

secret-scanning covers github credential detection, push protection, custom pattern definition, and alert triage. guides configuration at repository and organization scope with custom exclusion rules.

sql-code-review identifies common security pitfalls and performance anti-patterns in sql code, highlighting vulnerabilities like injection and unsafe string concatenation alongside remediation patterns.

karpathy-guidelines codifies behavioral patterns for reducing llm coding mistakes through explicit assumptions, simplicity pressure, and deliberate skepticism rather than prescriptive steps.

rivetkit-client-react provides hooks and realtime state management for connecting react apps to rivet actors, with typed hook creation, event subscription, and actor discovery methods.

context-budget inventories component token consumption across a claude code session and recommends space-reclaiming optimizations, with incomplete procedure detail and minimal failure mode coverage.

chrome-extension-development provides manifest v3 guidelines covering service workers, content scripts, security patterns, and api integration. incomplete procedural content limits actionability.

web-content-fetcher extracts markdown from urls using three fallback strategies: jina reader, scrapling with html2text, and direct web_fetch. domain-aware routing optimizes quota usage for paywalled and chinese content.

swap-integration covers uniswap integration across frontends, backends, and contracts via three methods (trading api, universal router sdk, smart contract calls). outlines routing types, prerequisites, and critical implementation patterns but lacks step-by-step procedures.

golang-backend-development covers goroutine patterns, web server construction, database integration, and microservices deployment. emphasizes concurrency fundamentals and production-readiness but lacks actionable procedural steps.

update-llms maintains llms.txt compliance with the official specification, identifying outdated references and reorganizing documentation sections to improve lm navigation across the repository.

product-manager specializes in authoring prds and tech specs with moscow/rice prioritization, epic-to-user-story decomposition, and requirements traceability. validates that requirements are testable and measurable. intended for phase 2 planning workflows.

release automates version bumping and validates changelog entries before cutting a release. it gathers context about working tree state and recent commits, then stages the release.

declarative-agents provides a structured kit for building microsoft 365 copilot agents across three workflows with typescript enforcement and schema validation, but lacks concrete actionable steps and failure mode coverage.

containerize-aspnet-framework handles windows container setup for legacy .net framework applications, detecting framework versions, configuring multi-stage dockerfiles, and managing dependencies like gac assemblies and com components.

prisma-expert handles schema design, migrations, query optimization and relations modeling for postgresql, mysql and sqlite. routes raw sql, infrastructure, and connection pooling concerns to specialists.

proposal-writer templates proposal generation for service businesses by collecting upfront inputs (client, scope, solution, pricing, timeline, tone) and using discovery notes to articulate project understanding in client language.

airflow-plugins documents how to embed fastapi apps, react uis, and custom components directly into airflow 3.1+ without sidecars. covers version-specific migration from airflow 2 patterns and highlights common pitfalls around auth, paths, and async calls.

architecture-review provides a framework for auditing project structure around dependency boundaries, code organization, and module cohesion. lacks concrete procedural steps and failure recovery patterns.

appinsights-instrumentation guides users through adding telemetry to azure-hosted webapps via either auto-instrumentation or manual code modification, with language-specific guidance for asp.net core and node.js runtimes.

gitops-workflow covers argocd and flux cd setup for declarative kubernetes deployments, including repository structure, sync policies, progressive delivery patterns, and secret management with external secrets operator and sealed secrets.

durable-objects covers cloudflare's persistent edge coordination layer via state management, rpc methods, and deterministic routing, with sqlite and kv storage. useful for real-time sync patterns but procedural depth is limited.

concise-planning converts user coding requests into ordered action items by scanning context and constraints, then produces atomic checklists with minimal interaction overhead.

sanity-best-practices catalogs guidelines for schema design, GROQ queries, visual editing, images, portable text, and framework integrations, organized as topic links rather than executable procedures.

playwright covers browser automation from the cli via npx wrapper, handling navigation, screenshots, form interaction and data extraction against real browsers without global installation.

ad-creative coaches the user through gathering product and audience context before generating ad copy, but the actual generation procedure remains underspecified and the skill lacks explicit decision logic or platform-specific constraints.

gitlab-workflow documents merge request conventions, ci/cd pipeline patterns, issue templates, and security configurations for gitlab environments. covers branching strategy, job parallelization, and environment deployments but lacks failure recovery guidance.

ci-cd-best-practices outlines pipeline architecture across build, test, security, and deployment stages with coverage of blue-green, canary, and rolling strategies. lacks concrete procedural steps and actionable trigger points.

instagram covers fetching media, hashtag search, and publishing via graph api. procedural curl examples provided for business account workflows.

watchos-design-guidelines documents apple watch ui constraints emphasizing glanceable information delivery within 2 seconds. covers typography, interaction duration, and visual hierarchy rules for watch-specific apps.