async python bot that identifies polymarket yes/no events, filters non-sports standalone markets, and automatically buys no positions when prices fall below a configured threshold. paper trading by default, live trading requires explicit environment configuration.

code-review performs systematic diff analysis across multiple domains, detecting security issues and code smells via structured checklists. procedure is detailed but assumes caller provides diff context, lacks explicit error handling for malformed input, and omits guidance on reviewer credential scope or report access controls.

upscale-image wraps the pilio cli to enlarge images via their api, handling task polling and requiring an environment-based api key for authentication.

monday-com-automation documents board anatomy, built-in and custom automation recipes, dashboard views, and slack/email integrations. lacks procedural depth on implementation and omits failure handling.

ralphmode reduces approval overhead for ai-driven automation across claude, codex, and gemini by enforcing project boundaries and denylisting destructive operations. provides repo-scoped and sandbox profiles for different risk tolerance levels.

interior-design-expert advertises deep knowledge of space planning, color theory, and lighting standards but lacks actionable procedures, decision trees, and failure handling. reads as skill summary rather than executable workflow.

canonical-tag guides selection of preferred url versions and configuration of canonical link elements to consolidate duplicate content signals across protocol, subdomain, and path variations.

json-render-react converts JSON specifications into type-safe React components with declarative UI specs, two-way binding, conditional rendering, and built-in state management via StateProvider.

gh-fix-ci fetches failing GitHub Actions logs, summarizes errors, drafts a fix plan via the plan skill, then implements after user approval. requires gh authentication with workflow scopes.

weekly-prep-brief assembles a 7-day call docket from calendar or manual input, then enriches each meeting with company and contact research via common room api.

audio-transcriber converts audio files (mp3, wav, m4a, ogg, flac, webm) to structured markdown with automatic format detection, speaker timestamps, and optional ai-powered summaries via faster-whisper or openai whisper.

apple-design distills apple's fluid interface principles (momentum, spring physics, interruptibility) for web implementation via css, pointer events, and animation libraries. covers latency elimination and velocity-aware motion.

background-job-processing covers distributed task queue patterns, worker pools, and job scheduling across python, node.js, and ruby. provides timeouts, retry logic, and monitoring guidance but lacks concrete implementation steps.

seo-structure-architect provides a checklist-driven approach to analyzing header hierarchy, schema markup, and internal linking. covers content organization and siloing strategy but lacks concrete decision logic and failure handling.

vector-index-tuning covers parameter selection and quantization strategies for HNSW and other index types, with decision tables mapping data scale to index choice and guidance on balancing latency against recall.

gws-events-subscribe pulls google workspace events from pub/sub and streams them as ndjson. configurable polling, batching, and optional file output. requires existing gcp project and pub/sub setup.

autogpt-agents provides a visual drag-and-drop platform for building and deploying continuous ai agents with block-based workflows, multiple trigger types, and integration connectors, though execution procedures lack specificity and failure handling is minimal.

baoyu-wechat-summary extracts structured digests from wechat group chats via wx-cli, maintaining cross-session history and user profiles, with heavy reliance on external references for procedural detail.

security-scanning-tools catalogs command syntax and workflows for nmap, masscan, nessus, burp suite, zap, nikto, aircrack-ng, clamav, and compliance scanners. heavy on tool reference, light on decision logic and failure recovery.

power-platform-mcp-connector-suite provides templates and checklists for building custom connectors with mcp integration in copilot studio, but lacks concrete, step-by-step procedures and glosses over implementation complexity.

presentation-creator builds interactive, data-driven slides using react and recharts within the sentry design system, outputting a single html file. emphasizes real data validation before visualization.

go-context covers function signature conventions for context.Context in go, emphasizing first-parameter placement and avoiding struct storage patterns.

gtars provides rust-based genomic interval analysis with python bindings for bed file manipulation, overlap detection, coverage track generation, and reference sequence operations.

design-patterns documents rust idioms for rtk filter modules, covering newtype, builder, raii, trait objects, and state machines. incomplete coverage with code examples but lacks comprehensive guidance on when patterns conflict or fail.

watch downloads videos from urls or local paths, extracts keyframes and scene-aware images as jpegs, retrieves timestamped transcripts from captions or whisper api, and returns frame paths for visual analysis alongside transcript data.

compatibility-testing documents viewport and device emulation via the vibium tool, but lacks complete testing workflows, failure recovery guidance, and explicit success criteria.

clean-code provides a framework for evaluating and improving code readability through naming, function design, and error handling. useful for code review and refactoring but lacks specific, actionable procedures.

openapi-specification-v3.2 provides reference material for authoring and validating openapi 3.2 documents, covering document structure, references, security schemes, and encoding patterns.

routing skill for a chinese web fiction toolkit that dispatches user requests to specialized sub-skills based on intent keywords. includes fallback logic for unavailable agents and multi-book project management.

check reviews diffs and pull requests before shipping, validates against project context and ci state, and surfaces blockers or safe fixes. incomplete procedure and vague worktree interaction details limit actionability.

supabase-postgres-best-practices organizes 8 categories of postgres optimization rules with priority levels and sql examples, but lacks concrete procedures for applying rules to live systems.

enabling-lambda-vpc-internet-access documents nat gateway setup for lambda functions in private vpc subnets, covering routing configuration and basic troubleshooting for connectivity failures.

breakdown-epic-pm prompts an llm to generate epic-level product requirement documents in markdown. the skill defines output structure, sections, and template context but lacks actionable procedure steps and failure recovery patterns.

scikit-bio wraps a python bioinformatics toolkit for sequence analysis, phylogenetics, diversity metrics, and ordination. covers fasta/newick i/o and statistical tests on ecological data but lacks procedural detail.

review-management provides templates and frameworks for analyzing app reviews, responding to users, and extracting product insights. lacks specific vendor integrations and assumes manual data collection.

mobile-android-design covers material design 3 and jetpack compose patterns for building native android apps, with material theming, adaptive layouts, and accessibility guidance, but lacks procedural depth and concrete decision logic.

algolia-search documents react instantsearch hooks patterns, indexing strategies (full reindex, partial updates, batching), and next.js ssr integration with url state sync.

vercel-composition-patterns covers react component architecture via composition rules, addressing boolean prop sprawl and state management through compound components, context, and lifting state.

sdk-install orchestrates three nested skills (detect, plan, apply) to install and initialize the appropriate launchdarkly sdk for a project, deferring credential collection to the apply phase per parent onboarding workflow.

resource-scout guides users through searching skill and mcp server marketplaces and github repositories using structured workflows. covers marketplace navigation, github patterns, and category-based discovery but lacks concrete outcome signals.

ln-402-task-reviewer evaluates task completeness against architecture and test standards, moving work to done or rework with justification. mandatory post-execution gate.

jira-automation provides templates and configuration examples for issue lifecycle management, sprint planning, and integrations with github and slack, but lacks procedural depth and failure mode documentation.

pymatgen provides crystal structure manipulation, electronic structure analysis, and materials project database access. covers format conversion, phase diagrams, band structures, and high-throughput workflow setup across 100+ computational code formats.

multi-cloud-architecture provides service comparison tables and four architectural patterns (single provider with dr, best-of-breed, geographic distribution, cloud-agnostic abstraction) with a four-phase migration strategy. lacks concrete decision logic and failure handling.

frontend-design guides production-grade web interface creation across landing pages, apps, and dashboards. emphasizes design intentionality over generic ai output, with context detection, planning, build, and visual verification as core stages.

opencode-bridge documents three integration patterns (cli, sqlite, mcp) between openwork ui and opencode runtime, with schema reference and code examples but minimal operational guidance.

literature-review conducts systematic searches across academic databases and synthesizes results into formatted documents, but lacks concrete procedural steps and omits failure handling.