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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2017 | Build MCP servers for customer care agents following Watson Orchestrate specifications. | IBM/ | 178 | — | ~5.3k | Automated safety check: Pass | MIT | 4 days ago |
| 2018 | Performs an initial scan of the ALFWorld environment to identify all visible objects and receptacles. | zjunlp/ | 1.4k | — | ~786 | Automated safety check: Pass | MIT | 2 days ago |
| 2019 | 2019.Report Investigate a failure to its root cause with grounded evidence, hand the diagnosis to fix, and create a GitHub issue only when asked. | automagik-dev/ | 346 | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 2020 | 2020.Kmp Starter Memory Persistent per-project memory for KMP Starter Template apps. | DevAtrii/ | 167 | — | ~963 | Automated safety check: Pass | MIT | 1 mo ago |
| 2021 | 2021.Write Tui A skill your agent uses when writing or modifying the kimi-code terminal UI in apps/kimi-code/src/tui — components, dialogs/selectors, slash commands, themes, streaming render, or the KimiTUI… | MoonshotAI/ | 7.8k | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 2022 | Generates or refreshes a project's shared repository context file so both Codex and Claude work from the same up-to-date knowledge layer. | withkynam/ | 1.1k | — | ~817 | Automated safety check: Pass | MIT | 3 mo ago |
| 2023 | Builds a feature backlog, progress log, and optional strict test enforcement for agent-driven work with a single init command. | mylukin/ | 250 | — | ~681 | Automated safety check: Notes | No licence | 8 mo ago |
| 2024 | Migrate TypeScript Mastra applications to Python with Pydantic AI and, only when needed, Pydantic AI Harness. | pydantic/ | 21k | — | ~2k | Automated safety check: Pass | MIT | today |
| 2025 | 2025.Lanes Sessions A skill your agent uses when managing Lanes issues or driving Claude Code sessions through the lanes MCP tools — creating issues, starting/stopping/inspecting sessions, batch-launching work across… | lanes-sh/ | 273 | — | ~4.3k | Automated safety check: Pass | No licence | 5 days ago |
| 2026 | 2026.Next Step Change-aware next step advisor. An agent skill from sd0xdev/sd0x-harness. | sd0xdev/ | 192 | — | ~1.6k | Automated safety check: Pass | MIT | 3 days ago |
| 2027 | 2027.GitHub GitHub operations via gh CLI: issues, PRs, CI runs, code review, API queries. | swarmclawai/ | 689 | — | ~820 | Automated safety check: Pass | MIT | 3 mo ago |
| 2028 | Explains when to call MemOS's own memory tools to search past conversations, after the automatic per-turn recall hook comes up empty. | MemTensor/ | 12k | — | ~3.5k | Automated safety check: Warn | Apache-2.0 | 2 days ago |
| 2029 | 2029.Docs Update Synchronize all documentation surfaces after code changes. An agent skill from JayFarei/opentraces. | JayFarei/ | 100 | — | ~4.6k | Automated safety check: Pass | Unknown | 5 days ago |
| 2030 | 2030.Mcaf Agile Delivery Shape delivery workflow around backlog quality, roles, ceremonies, and engineering feedback. | managedcode/ | 138 | — | ~883 | Automated safety check: Pass | MIT | yesterday |
| 2031 | Build and review high-quality technical docs as well as agent instruction files in your repository. | openclaw/ | 392k | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 2032 | 2032.Gsd Debug Systematic debugging with persistent state across context resets | SpillwaveSolutions/ | 119 | 4 repos | ~1.5k | Automated safety check: Pass | MIT | 22 days ago |
| 2033 | 2033.Opc OPC — One Person Company. An agent skill from iamtouchskyer/opc. | iamtouchskyer/ | 197 | — | ~9.2k | Automated safety check: Warn | MIT | 1 mo ago |
| 2034 | 2034.Skill Creator Author or review AgentSkills: create, repair, validate, or restructure SKILL.md files and bundled resources. | openclaw/ | 392k | — | ~576 | Automated safety check: Pass | Apache-2.0 | today |
| 2035 | Bundles a local MCP server together with its runtime into one installable file, so a user doesn't need Node or Python set up themselves. | anthropics/ | 38k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 2036 | 2036.Agent Coordination Reference for spawning, listing, monitoring and stopping agents with claude-flow commands, with agent type families, routing codes and coordination tips. | ruvnet/ | 74k | 1 repo | ~519 | Automated safety check: Pass | MIT | today |
| 2037 | 2037.Plan Project AI 判断改动为链路改动或治理改动时自动调用(不需要用户手动触发),在 docs/projects/{YYYYMMDD}-{项目名}/ 下创建项目目录和核心文档(概览、方案、任务、验证)。跳过条件:单项目改动、纯讨论/探索性问题不调用。 | ljxpython/ | 138 | — | ~1.6k | Automated safety check: Pass | No licence | yesterday |
| 2038 | Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. | microsoft/ | 3.1k | 5 repos | ~17k | Automated safety check: Pass | MIT | 2 days ago |
| 2039 | 2039.Optimize Drive structured autoresearch iteration after evo:discover and the baseline commit. | evo-hq/ | 1.5k | — | ~13k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 2040 | 2040.Merge Ready Take a branch from "code exists (or is about to)" to "ready for Ben's final review" — multi-axis subagent review with verified findings, fixes, ci:check, checkpoint commits, and an updated PR. | VladSez/ | 1.1k | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | 2 days ago |
| 2041 | 2041.Ad Grill Me Interview-before-research grilling session that challenges a fuzzy ask against the existing codebase, sharpens vocabulary against CONTEXT.md, and resolves the decision tree branch by branch. | alexandremendoncaalvaro/ | 756 | 1 repo | ~1.8k | Automated safety check: Pass | Unknown | 2 mo ago |
| 2042 | 2042.Agentic Readiness Audit and improve repositories for reliable agentic work across Codex and Codex App, Claude Code, and OpenCode. | CodeAlive-AI/ | 159 | — | ~1.2k | Automated safety check: Pass | MIT | 3 days ago |
| 2043 | Triggers when the master Agent faces a multi-step complex task and is deciding whether / how to outsource sub-tasks to built-in subagents (browser / doc-editor / data-analyst / extractor /… | OpenLoaf/ | 108 | — | ~1.9k | Automated safety check: Pass | AGPL-3.0 | 5 mo ago |
| 2044 | 2044.Creative Ideation Generate ideas via named methods from creative practice. An agent skill from NousResearch/hermes-agent. | NousResearch/ | 253k | 1 repo | ~2.6k | Automated safety check: Pass | MIT | today |
| 2045 | 2045.Issue Lifecycle Drive the @swamp/issue-lifecycle model for interactive issue triage and plan iteration against swamp-club lab issues. | swamp-club/ | 646 | — | ~4.6k | Automated safety check: Warn | Unknown | today |
| 2046 | 2046.Activation A skill your agent uses when starting any conversation - establishes how to locate and invoke skills, mandating Skill tool usage before ANY response including clarifying questions | NoobyGains/ | 109 | — | ~2.4k | Automated safety check: Pass | MIT | 7 mo ago |
| 2047 | 2047.Divination Structured fortune-telling workflow skill using MCP tools. An agent skill from tradecatlabs/fatecat. | tradecatlabs/ | 201 | — | ~924 | Automated safety check: Pass | MIT | 1 mo ago |
| 2048 | 2048.Libriscribe Workflow Work with local LibriScribe book projects through its MCP tools. | guerra2fernando/ | 121 | — | ~407 | Automated safety check: Pass | MIT | 11 days ago |
| 2049 | Interviews you about what a skill should do, writes an eval spec from your answers, then loops through run, diagnose and improve until the skill is ready to ship. | edonadei/ | 209 | — | ~2.1k | Automated safety check: Notes | MIT | yesterday |
| 2050 | 2050.Agents Md Symlink Every AGENTS.md must have a sibling CLAUDE.md symlink pointing to it. | pdparchitect/ | 160 | — | ~430 | Automated safety check: Pass | Apache-2.0 | today |
| 2051 | 2051.MCP Deepwiki Skills for accessing and searching docs in DeepWiki/GitHub’s public code repositories can help users understand open-source project source codes, and users can also ask questions directly about the… | aahl/ | 162 | 2 repos | ~607 | Automated safety check: Pass | MIT | 26 days ago |
| 2052 | 2052.Skill Forge Build Scaffold and build Claude Code skills from plans or descriptions. | AgriciDaniel/ | 179 | — | ~1.3k | Automated safety check: Pass | MIT | 6 mo ago |
| 2053 | 2053.Codex CLI Delegation Delegates repository analysis or implementation to the Codex CLI in a single non-interactive run, with a read-only sandbox by default. | CherryHQ/ | 53k | — | ~363 | Automated safety check: Pass | AGPL-3.0 | today |
| 2054 | Adds an MCP server to Warp's global or project-level config file, keeping existing servers and choosing between command-based and URL-based setups. | warpdotdev/ | 65k | 1 repo | ~812 | Automated safety check: Pass | AGPL-3.0 | today |
| 2055 | 2055.Ralph Protocol Collaboration protocol for Ralph loop (Plan → Act → Reflect → Refine). | GetStream/ | 845 | — | ~949 | Automated safety check: Pass | Unknown | 2 days ago |
| 2056 | 2056.Ogham Maintain Admin and maintenance workflows for Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp. | ogham-mcp/ | 115 | — | ~1.1k | Automated safety check: Pass | MIT | 11 days ago |
| 2057 | 2057.Frontdesk Intake Convert user conversation into macro workflow requests and present curated clarification or final artifacts. | SeemSeam/ | 3.6k | — | ~1.5k | Automated safety check: Pass | Unknown | yesterday |
| 2058 | Activate, switch, combine, or close TavernWeave Soul as a portable current-task teaching overlay with 阿瞳 for warm guidance, MTTT.sir for strict learning examination, 灵魂杀手 for blunt frontend and… | LiarMTTT/ | 154 | — | ~1.8k | Automated safety check: Pass | Unknown | 7 days ago |
| 2059 | 2059.Planning With Files A skill your agent uses when user explicitly requests planning with files, or asks for persistent tracking of a complex task. | NikiforovAll/ | 134 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 7 mo ago |
| 2060 | [power-bi] Power BI Requirements Gathering — a structured, conversation-driven skill that captures everything needed before building a Power BI solution. | lukasreese/ | 129 | — | ~1.9k | Automated safety check: Pass | No licence | 5 mo ago |
| 2061 | 2061.Habit Words Learns the words a user habitually writes to their coding agent that make its answers worse ("be 100% sure", "don't assume", "full review", "are you sure?", "all fine, right?"), from what they… | joetawil7/ | 98 | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 2062 | 为 Vivado 工程建立或审查 XDC 时钟、I/O 延迟和时序例外,依据板级与接口参数验证对象和约束覆盖;不猜引脚、频率或外设时序,不用例外掩盖违例。 | mapleleavessssssss-wq/ | 148 | — | ~518 | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 2063 | 2063.Setup Check whether Claude Code CLI is ready in this environment and optionally toggle the turn-end review gate. | sendbird/ | 221 | 1 repo | ~469 | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 2064 | Produce an experiment blueprint from a research hypothesis. An agent skill from OpenRaiser/NanoResearch. | OpenRaiser/ | 1.3k | — | ~363 | Automated safety check: Pass | MIT | 2 days ago |