Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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db-migration-check
Verify that SQLAlchemy model changes have corresponding Alembic migration files. Trigger when any file under models/*.py or models/**/*.py is modified — checks git diff for model changes and confirms matching alembic/versions/*.py files exist, failing if a service has model changes without a migration.
tgoai/tgo 420
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local-services
Start, stop, and check local development services with intelligent minimum-set management. Trigger when services need to be running for functional verification or manual testing — starts the minimum required set (infrastructure + tgo-api + tgo-ai) by default, with optional extras auto-detected from git diff or specified manually. Includes status checking and graceful shutdown.
tgoai/tgo 420
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streaming-protocol-check
Check streaming protocol consistency across all producer and consumer services. Trigger when modifying code related to streaming, SSE, WuKongIM, json-render, or MixedStreamParser — lists all files in tgo-ai (producer), tgo-api (relay), tgo-web, tgo-widget-js, and tgo-widget-miniprogram (consumers) that handle the same protocol and may need coordinated updates.
tgoai/tgo 420
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pr-draft-summary
Generate a PR change summary grouped by service after work is finished. Trigger when wrapping up a task and ready to commit or create a pull request — reads git diff and git log, groups changed files by service directory, and outputs a markdown-formatted summary with file lists, commit history, and diff stats.
tgoai/tgo 420
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cross-service-sync
Detect schema, type, or API interface changes and find files in other services that may need synchronized updates. Trigger when modifying files under schemas/, types/, or interfaces/ directories — extracts changed class/type names from the diff and searches all other services for references, outputting a list of potentially stale consumers.
tgoai/tgo 420
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code-change-verification
Run lint, type-check, and build verification for changed services after code modifications are complete. Trigger after any code change to repos/*/ — auto-detects which services were touched via git diff and runs the appropriate static checks (mypy/flake8 for Python, type-check/lint/build for TypeScript, go vet for Go).
tgoai/tgo 420
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lesson
Store a lesson learned from the current conversation. Triggered by /lesson command. Use when Master signals that the recent conversation contains a pitfall, fix, or key insight that should be persisted to long-term memory.
CortexReach/memory-lancedb-pro 4,149
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file-processing
Data file processing utilities for CSV, JSON, and text files. Provides helpers for reading, transforming, and validating structured data.
baidu-baige/LoongFlow 408
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skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
baidu-baige/LoongFlow 408
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code-analysis
Code review and debugging assistant. Identifies bugs, performance issues, security vulnerabilities, and suggests optimizations.
baidu-baige/LoongFlow 408
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loongflow
PEES (Plan-Execute-Evaluate-Summary) iterative problem-solving methodology with LoongFlow engine for complex tasks. Use when tasks need structured iteration, optimization, evolution, or when user mentions loongflow/PEES/PES.
baidu-baige/LoongFlow 408
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letsfg
Agent-native flight search and booking via 180+ airline connectors. Returns raw airline prices with zero markup — $20–50 cheaper than OTAs. Use when user asks to "find flights", "search flights", "book a flight", "compare airline prices", "find cheap flights", "fly from X to Y", or any flight-related travel query. Do NOT use for hotel-only searches (use hotel skills), car rentals, or non-flight travel bookings.
LetsFG/LetsFG 412
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flight-search
Search and book flights across 180+ airlines with zero markup — $20–50 cheaper than OTAs. Returns raw airline prices via local connectors (Ryanair, EasyJet, Wizz Air, Southwest, AirAsia, and 175+ more). Use when user asks to "find flights", "search flights", "book a flight", "compare airline prices", "find cheap flights", "fly from X to Y", "find connections", "find layover options", or any flight-related travel query. Do NOT use for hotel-only searches, car rentals, or non-flight travel bookings.
LetsFG/LetsFG 412
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browserwing-executor
Control browser automation through HTTP API. Supports page navigation, element interaction (click, type, select), data extraction, accessibility snapshot analysis, screenshot, JavaScript execution, and batch operations.
MemTensor/MemOS 8,297
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browserwing-admin
Manage and operate BrowserWing — an intelligent browser automation platform. Install dependencies, configure LLM, create/manage/execute automation scripts, use AI-driven exploration to generate scripts, browse the script marketplace, and troubleshoot issues.
MemTensor/MemOS 8,297
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memos-memory-guide
Use the MemOS Local memory system to search and use the user's past conversations. Use this skill whenever the user refers to past chats, their own preferences or history, or when you need to answer from prior context. When auto-recall returns nothing (long or unclear user query), generate your own short search query and call memory_search. Available tools: memory_search, memory_get, memory_write_public, memory_share, memory_unshare, task_summary, skill_get, skill_search, skill_install, skill_publish, skill_unpublish, network_memory_detail, network_skill_pull, network_team_info, memory_timeline, memory_viewer.
MemTensor/MemOS 8,297
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memos-local
Persistent local memory for OpenClaw agents.
Use when users say:
- "install memos"
- "install MemOS"
- "setup memory"
- "add memory plugin"
- "openclaw memory"
- "memos onboarding"
- "memory not working"
- "configure memory"
- "enable memory"
- "upgrade MemOS"
- "update memory plugin"
MemTensor/MemOS 8,297
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safe-file-deletion
Enforces explicit user permission before any file deletion. Activates when you're about to use rm, unlink, fs.rm, or any operation that removes files from disk. MUST be followed for all delete operations.
MemTensor/MemOS 8,297
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dev-browser
Browser automation with persistent page state. Use when users ask to navigate websites, fill forms, take screenshots, extract web data, test web apps, or automate browser workflows. Trigger phrases include "go to [url]", "click on", "fill out the form", "take a screenshot", "scrape", "automate", "test the website", "log into", or any browser interaction request.
MemTensor/MemOS 8,297
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ask-user-question
Ask users questions via the UI. Use when you need clarification, user preferences, or confirmation before proceeding. The user CANNOT see CLI output - this tool is the ONLY way to communicate with them.
MemTensor/MemOS 8,297
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add-new-entry
Workflow and tools for adding new entries from temp.md to the section files. Includes legend format, section reference, code tools, and common pitfalls. USE FOR: Adding new resources to the knowledge base. DO NOT USE FOR: Editing existing entries or restructuring sections.
kimtth/awesome-azure-openai-llm 398
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update-app-count
Workflow for updating the popular LLM applications pool (section/x_llm_apps.md) using get_app_list_by_github_star.py. Covers full refresh, alternate exports, topic tuning, and common pitfalls. USE FOR: Refreshing the ranked GitHub applications list linked from applications.md. DO NOT USE FOR: Hand-curating application entries inside applications.md or adding GitHub star badges to the generated file.
kimtth/awesome-azure-openai-llm 398
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update-cite-count
Guidelines for updating citation counts for papers in the section files using the `update_citation_counts.py` tool. USE FOR: Updating citation counts for papers listed in the section files to keep information current. DO NOT USE FOR: 1) Adding new papers to the section files; 2) Classifying entries into sections.
kimtth/awesome-azure-openai-llm 398
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update-llm-pool
Workflow for updating the LLM landscape paper pool (section/x_llm_papers.md) using fetch_llm_papers.py. Covers full re-fetch, resume from checkpoint, and adding new topics. USE FOR: Refreshing citation counts, expanding topic coverage. DO NOT USE FOR: Adding hand-curated entries to section files (use add-new-entry), updating RAG/Agent citation sections in best_practices.md (use update-cite-count).
kimtth/awesome-azure-openai-llm 398