summarize
openclawSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
summarize
HKUDSSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
browser-setup-devtools
different-aiGuide users through browser automation setup using Chrome DevTools MCP as the primary path and the OpenCode browser extension as a fallback. Use when the user asks to set up browser automation, Chrome DevTools MCP, browser MCP, browser extension, or runs the browser-setup command.
openai-docs
openaiUse when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
search-strategy
anthropicsQuery decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.
summarize
volcengineSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
jit-overview
facet-rsOrientation to facet-format JIT deserialization (tiering, fallbacks, key types/entry points) and where to look when changing or debugging JIT code
ez-cronjob
openclawFix common cron job failures in Clawdbot/Moltbot - message delivery issues, tool timeouts, timezone bugs, and model fallback problems.
Agent Browser
openclawA fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
jb-terminal-selection
openclawDynamic terminal selection for Juicebox V5 payments. Use when: (1) building payment UIs that support multiple tokens (ETH/USDC), (2) encountering JBMultiTerminal_TokenNotAccepted error, (3) paying a project that uses ETH-only accounting with non-ETH tokens, (4) implementing cross-token payments where the project may not directly accept the user's payment token. Covers JBDirectory.primaryTerminalOf() querying, JBSwapTerminal fallback logic, and permit2 integration with correct terminal addresses.
pymupdf-pdf
openclawFast local PDF parsing with PyMuPDF (fitz) for Markdown/JSON outputs and optional images/tables. Use when speed matters more than robustness, or as a fallback while heavier parsers are unavailable. Default to single-PDF parsing with per-document output folders.
youtube
openclawSearch YouTube videos, get channel info, fetch video details and transcripts using YouTube Data API v3 via MCP server or yt-dlp fallback.
finance
openclawTrack stocks, ETFs, indices, crypto (where available), and FX pairs with caching + provider fallbacks.
findmy-location
openclawTrack a shared contact's location via Apple Find My with street-level accuracy. Returns address, city, and context (home/work/out) by reading map landmarks. Supports configurable known locations and vision fallback for unknown places.
retellai-reliability-patterns
Implement Retell AI reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Retell AI integrations, implementing retry strategies, or adding resilience to production Retell AI services. Trigger with phrases like "retellai reliability", "retellai circuit breaker", "retellai idempotent", "retellai resilience", "retellai fallback", "retellai bulkhead".
clay-reliability-patterns
Implement Clay reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Clay integrations, implementing retry strategies, or adding resilience to production Clay services. Trigger with phrases like "clay reliability", "clay circuit breaker", "clay idempotent", "clay resilience", "clay fallback", "clay bulkhead".
supabase-reliability-patterns
Implement Supabase reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Supabase integrations, implementing retry strategies, or adding resilience to production Supabase services. Trigger with phrases like "supabase reliability", "supabase circuit breaker", "supabase idempotent", "supabase resilience", "supabase fallback", "supabase bulkhead".
windsurf-reliability-patterns
Implement Windsurf reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Windsurf integrations, implementing retry strategies, or adding resilience to production Windsurf services. Trigger with phrases like "windsurf reliability", "windsurf circuit breaker", "windsurf idempotent", "windsurf resilience", "windsurf fallback", "windsurf bulkhead".
Exa Reliability Patterns
Implement Exa reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Exa integrations, implementing retry strategies, or adding resilience to production Exa services. Trigger with phrases like "exa reliability", "exa circuit breaker", "exa idempotent", "exa resilience", "exa fallback", "exa bulkhead".
vercel-reliability-patterns
Implement Vercel reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Vercel integrations, implementing retry strategies, or adding resilience to production Vercel services. Trigger with phrases like "vercel reliability", "vercel circuit breaker", "vercel idempotent", "vercel resilience", "vercel fallback", "vercel bulkhead".
perplexity-reliability-patterns
jeremylongshoreImplement Perplexity reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Perplexity integrations, implementing retry strategies, or adding resilience to production Perplexity services. Trigger with phrases like "perplexity reliability", "perplexity circuit breaker", "perplexity idempotent", "perplexity resilience", "perplexity fallback", "perplexity bulkhead".
FireCrawl Reliability Patterns
Implement FireCrawl reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant FireCrawl integrations, implementing retry strategies, or adding resilience to production FireCrawl services. Trigger with phrases like "firecrawl reliability", "firecrawl circuit breaker", "firecrawl idempotent", "firecrawl resilience", "firecrawl fallback", "firecrawl bulkhead".
openrouter-model-availability
Build check model availability and implement fallback chains. Use when building resilient systems or handling model outages. Trigger with phrases like 'openrouter availability', 'openrouter fallback', 'openrouter model down', 'openrouter health check'.
replit-reliability-patterns
jeremylongshoreImplement Replit reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Replit integrations, implementing retry strategies, or adding resilience to production Replit services. Trigger with phrases like "replit reliability", "replit circuit breaker", "replit idempotent", "replit resilience", "replit fallback", "replit bulkhead".
openrouter-fallback-config
Configure model fallback chains for high availability. Use when building fault-tolerant LLM systems. Trigger with phrases like 'openrouter fallback', 'openrouter backup model', 'openrouter redundancy', 'model failover'.
migrating-latex-templates
huangwb8Intelligent migration of NSFC LaTeX documents to the new template, based on a five-stage workflow (Analysis → Mapping → Planning → Execution → Validation), automatically handling structural changes, content reorganization, and citation updates; supports AI-driven semantic matching and heuristic fallback, and provides run output isolation (--runs-root) and a one-click migration script (migrate.sh).
desktop-find-element
openakitaFind desktop UI elements using UIAutomation (fast, accurate) or vision recognition (fallback). When you need to locate buttons/menus/icons, get element positions before clicking, or verify UI state. For browser webpage elements, use browser_* tools instead.
m13-domain-error
actionbookUse when designing domain error handling. Keywords: domain error, error categorization, recovery strategy, retry, fallback, domain error hierarchy, user-facing vs internal errors, error code design, circuit breaker, graceful degradation, resilience, error context, backoff, retry with backoff, error recovery, transient vs permanent error.
checkpoint-resume
dadbodgeoffExactly-once processing semantics with distributed coordination for file-based data pipelines. Atomic file claiming, status tracking, and automatic retry with in-memory fallback.
batch-processing
dadbodgeoffCollect-then-batch pattern for database operations achieving 30-40% throughput improvement. Includes graceful fallback to sequential processing when batch operations fail.
graceful-degradation
dadbodgeoffBuild resilient systems that degrade gracefully under failure. Implement fallbacks, feature flags, and partial responses when dependencies fail.
retry-fallback
dadbodgeoffHandle transient failures with exponential backoff and graceful fallbacks. Retry on network blips, fall back to cached data when services fail.
cvss-score-extraction
benchflow-aiExtract CVSS (Common Vulnerability Scoring System) scores from vulnerability data sources with proper fallback handling. This skill covers understanding CVSS v3, handling multiple score sources (NVD, GHSA, RedHat), implementing source priority logic, and dealing with missing scores in security reporting.
audiobook
benchflow-aiCreate audiobooks from web content or text files. Handles content fetching, text processing, and TTS conversion with automatic fallback between ElevenLabs, OpenAI TTS, and gTTS.
Agent Browser
A fast Rust-based headless browser automation CLI with Node.js fallback that enables AI agents to navigate, click, type, and snapshot pages via structured commands.
env-var-mapper
a5c-aiGenerate environment variable to CLI argument mapping with prefix support, type conversion, and fallback chains for configuration.
solana-dev
End-to-end Solana development playbook (Jan 2026). Prefer Solana Foundation framework-kit (@solana/client + @solana/react-hooks) for React/Next.js UI. Prefer @solana/kit for all new client/RPC/transaction code. When legacy dependencies require web3.js, isolate it behind @solana/web3-compat (or @solana/web3.js as a true legacy fallback). Covers wallet-standard-first connection (incl. ConnectorKit), Anchor/Pinocchio programs, Codama-based client generation, LiteSVM/Mollusk/Surfpool testing, and security checklists.
summarize
sangrokjungSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
summarize
letta-aiSummarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
error-recovery
MadAppGangHandle errors, timeouts, and failures in multi-agent workflows. Use when dealing with external model timeouts, API failures, partial success, user cancellation, or graceful degradation. Trigger keywords - "error", "failure", "timeout", "retry", "fallback", "cancelled", "graceful degradation", "recovery", "partial success".
github-issues
Prorise-coolQuery and search GitHub issues using gh CLI with web fallback. Supports filtering by labels, state, assignees, and full-text search. Use when troubleshooting errors, checking if an issue is already reported, or finding workarounds.
skill-manager
buzhangsanA Claude Code skill that allows you to search, browse, and install skills from a database of 31,767+ community skills with intelligent folder-level downloads. Supports SVN export, Git sparse checkout, and HTTP fallback methods for complete skill folder installation.
qcsd-ideation-swarm
proffesor-for-testingQCSD Ideation phase swarm for Quality Criteria sessions using HTSM v6.3, Risk Storming, and testability analysis before development begins. Uses a 5-tier browser cascade: Vibium → agent-browser → Playwright+Stealth → WebFetch → WebSearch-fallback.
orchestration-native-invoke
aiskillstoreInvoke external AI CLIs via native Task agents (Claude, Codex, Gemini, Cursor). Primary mode for multi-provider orchestration with fork-terminal fallback for auth.
provider-management
aiskillstoreSkill for managing model provider priorities with authentication (OAuth/Subscription/API), usage limits, and automatic fallback across all major AI providers
brightdata
MicrockProgressive four-tier URL content scraping with automatic fallback strategy. USE WHEN user says "scrape this URL", "fetch this page", "get content from", "can't access this site", "use Bright Data", "pull content from URL", or needs to retrieve web content that may have bot detection or access restrictions.
spring-boot-resilience4j
giuseppe-trisciuoglioThis skill should be used when implementing fault tolerance and resilience patterns in Spring Boot applications using the Resilience4j library. Apply this skill to add circuit breaker, retry, rate limiter, bulkhead, time limiter, and fallback mechanisms to prevent cascading failures, handle transient errors, and manage external service dependencies gracefully in microservices architectures.
prompt-improver
davekilleenTransform vague prompts into rich, structured prompts with automatic fallback