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Agent Workflows · For data scientists
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code. | shareAI-lab/ | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | 12 days ago |
| 2 | Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. | jarrodwatts/ | 1.1k | 5 repos | ~967 | Automated safety check: Pass | No licence | 8 mo ago |
| 3 | 3.Tmux Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output. | trpc-group/ | 1.9k | 23 repos | ~868 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Set up, index, and manage SocratiCode codebase indexing. An agent skill from giancarloerra/SocratiCode. | giancarloerra/ | 3.3k | 1 repo | ~1.8k | Automated safety check: Pass | AGPL-3.0 | today |
| 5 | This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve… | guanyang/ | 977 | 2 repos | ~4.6k | Automated safety check: Pass | MIT | today |
| 6 | Implement, fix, refactor, or remove repository code under required scope, non-regression, verification, and review gates. | apache/ | 21k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | 7.Looper Scaffold a well-designed agent loop with best-practice coaching and a cross-model review council. | ksimback/ | 710 | — | ~2.7k | Automated safety check: Notes | MIT | 2 mo ago |
| 8 | Identify documentation gaps and prioritize the docs backlog. | strands-agents/ | 8.8k | — | ~821 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Query AI Safety HOT news, research papers, incidents, hot topics, and daily/weekly/monthly reports through its public read-only MCP service. | wuyoscar/ | 827 | — | ~1.4k | Automated safety check: Pass | Unknown | today |
| 10 | 10.Codex Fable5 Apply a Claude Fable 5 inspired operating style inside Codex. | baskduf/ | 437 | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | 2 mo ago |
| 11 | 11.Ktx Installs and configures ktx, the open-source context layer for data agents — runs ktx setup non-interactively with hidden CLI flags, configures database connections and embeddings, installs agent… | Kaelio/ | 1.6k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 12 | Write and run custom Pi prompt templates (slash commands) for this extension. | nicobailon/ | 321 | — | ~1.3k | Automated safety check: Pass | MIT | 19 days ago |
| 13 | Installs, configures, and repairs AutoRAG's search model, approved folders, indexes, and datasources, and registers its Lite MCP server. | Marker-Inc-Korea/ | 5.1k | — | ~5.6k | Automated safety check: Pass | MIT | today |
| 14 | Install and configure Mnemosyne as a Hermes Agent memory provider — local SQLite with vector search, episodic consolidation, and temporal knowledge graphs. | mnemosyne-oss/ | 3.4k | — | ~1.8k | Automated safety check: Pass | MIT | today |
| 15 | A skill your agent uses when handling a GitHub issue in this repository: raw issue shaping, implementability reassessment, fast/full classification, parent/child orchestration, execution snapshots… | kxn/ | 329 | — | ~1.3k | Automated safety check: Pass | No licence | 10 days ago |
| 16 | Audit an agent's context layout against the four places: system prompt, tools, history, tail. | undefined-ui/ | 1k | — | ~802 | Automated safety check: Pass | MIT | yesterday |
| 17 | 17.Dream Memory Consolidate recent logs, sessions, and existing memory files into durable topic memories, normalize dates, prune stale entries, and keep MEMORY.md short enough for prompt use. | LearnPrompt/ | 237 | — | ~477 | Automated safety check: Pass | MIT | 3 mo ago |
| 18 | Fetch financial, market, economic, fundamental, news, options, crypto, ETF, index, and macro data through the OpenBB Python interface instead of the OpenBB MCP server. | monarchjuno/ | 299 | — | ~2.9k | Automated safety check: Notes | MIT | 5 mo ago |
| 19 | Explore, construct, and speak with identities in an LLM's latent space using YouSim's simulator prompts and its /locate /summon /speak /steer /request command grammar. | plastic-labs/ | 141 | — | ~2.8k | Automated safety check: Pass | AGPL-3.0 | 1 mo ago |
| 20 | Open OwnMem Console, the local dashboard for this repository's memory. | grpcer/ | 423 | — | ~563 | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 21 | 21.Sciverse A skill your agent uses when the user needs academic paper retrieval — searching scientific literature by author/year/journal, finding paper chunks for RAG-style citations, or expanding original… | opendatalab/ | 120 | — | ~3k | Automated safety check: Pass | Unknown | 21 days ago |
| 22 | Mines local Claude Code session transcripts with a deterministic Python pipeline to show what the agent is actually used for, how often it fails and what it costs. | amd/ | 1.6k | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 23 | A skill your agent uses when code needs a judgment about natural language that rules or regex cannot make (classify, route, triage, moderate, score, rank, match, dedupe, filter, extract, verify, or… | aaddrick/ | 136 | — | ~3k | Automated safety check: Notes | MIT | 9 days ago |
| 24 | Use FlowFlow spaces safely through their scoped MCP server. An agent skill from mirkobozzetto/flowflow. | mirkobozzetto/ | 171 | — | ~1k | Automated safety check: Pass | EUPL-1.2 | 2 days ago |
| 25 | 25.Librarian Reviews, curates, and maintains the Forge library of agents, skills, and templates. | jdforsythe/ | 151 | — | ~5.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 26 | Cognitive AI tools for HyperspaceDB: Chain-of-Thought stability analysis, Koopman momentum prediction, trust scoring, and Lyapunov convergence for agent reasoning. | YARlabs/ | 162 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 27 | Understand and audit the ChatbotX base code before making changes. | ChatbotXIO/ | 888 | — | ~867 | Automated safety check: Pass | Unknown | today |
| 28 | 28.Kairos Lite Build a lightweight proactive mode with scheduled checks, sleep intervals, concise user briefs, and expiry safeguards so an agent can work in the background without becoming an uncontrolled daemon. | LearnPrompt/ | 237 | — | ~334 | Automated safety check: Pass | MIT | 3 mo ago |
| 29 | A skill your agent uses when we want to turn a just-finished Formax workflow (e.g. | yusifeng/ | 194 | — | ~530 | Automated safety check: Pass | MIT | 2 mo ago |
| 30 | Orchestrate DeepSeek Oracle multi-agent workflows by routing user intents to specialist oracle skills, enforcing safety gates, and composing one unified answer with follow-up questions and action… | Bald0Wang/ | 187 | — | ~551 | Automated safety check: Pass | No licence | 7 mo ago |
| 31 | Design tools, scripts, and CLIs that an agent will call, so the interface teaches its own use instead of a wall of prose and examples. | Neeeophytee/ | 344 | — | ~650 | Automated safety check: Pass | MIT | 13 days ago |
| 32 | 32.Diagnose Check memory system health and troubleshoot connectivity issues. | kbanc85/ | 296 | — | ~1.8k | Automated safety check: Pass | Unknown | 1 mo ago |
| 33 | Write or rewrite English with ASD-STE100 Simplified Technical English rules: one meaning per word, active voice, simple tenses, one instruction per sentence. | TwiTech-LAB/ | 101 | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 34 | 34.Loops AI驱动的自动化循环集合。覆盖软件开发、数据科学、内容创作、产品运营、学习管理等领域。当用户需要自动化工作流、修复问题、生成内容、分析数据或执行质量检查时使用。 | jwangkun/ | 124 | — | ~9.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 35 | 35.Alpha Evolve A skill your agent uses when the user wants to evolve an ML model/program through population-based search rather than a single sequential refine loop — a generational evolution where parallel… | gaasher/ | 174 | — | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 36 | 36.Benchflow Run agent benchmarks, create tasks, analyze results, and manage agents using BenchFlow. | benchflow-ai/ | 356 | — | ~1.9k | Automated safety check: Notes | Apache-2.0 | 5 days ago |
| 37 | 37.Autobahn Carve guardrail-adjacent items out of scope with safe alternatives before risk-adjacent work starts, then run the safe remainder at full strength in a fresh subagent that only ever sees the carved… | LilMGenius/ | 1.1k | — | ~2.1k | Automated safety check: Pass | MIT | 10 days ago |
| 38 | Extract durable memories from recent conversation turns into user, feedback, project, and reference categories while avoiding stale code-state facts. | LearnPrompt/ | 237 | — | ~347 | Automated safety check: Pass | MIT | 3 mo ago |
| 39 | Audit your OpenClaw setup for token waste, context bloat, and cost optimization opportunities | alexgreensh/ | 2.5k | — | ~481 | Automated safety check: Pass | Unknown | today |
| 40 | Guide for creating persistent Near desktop digital avatars (数字分身) via natural-language interview and the createavatar tool. | DemonDamon/ | 364 | — | ~893 | Automated safety check: Pass | Apache-2.0 | today |
| 41 | 為 Twinkle Eval 新增一個評測 benchmark(IFEval、BFCL、RAGAS、Text2SQL、Vision MCQ 之類)。涵蓋 CLAUDE.md §6 的完整強制流程:先建 Milestone 與 6 個 Issue、準備 example dataset、實作 Extractor + Scorer 並註冊 PRESETS、與參考框架做分數與速度對比、撰寫… | ai-twinkle/ | 117 | — | ~1.8k | Automated safety check: Pass | MIT | 25 days ago |
| 42 | Expert guidance for creating, writing, building, and refining Claude Code Skills. | glittercowboy/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 6 mo ago |
| 43 | 43.Bpa Rules Interactive BPA rule generation for Power BI semantic models; guided discovery, model investigation, and expert rule authoring. | data-goblin/ | 1k | — | ~4.4k | Automated safety check: Pass | GPL-3.0 | today |
| 44 | 44.Email Evals Author and safely run deterministic email-agent evaluation suites with dedicated e2a test agents. | tokencanopy/ | 193 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | Mine Boardsesh's PostHog telemetry (error tracking, session recordings, product analytics) with a multi-agent workflow, then file verified, deduplicated, severity-labelled GitHub issues. | boardsesh/ | 164 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | 46.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 |
| 47 | 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 | 4 mo ago |
| 48 | 48.Long Context Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. | Orchestra-Research/ | 13k | 2 repos | ~3.9k | Automated safety check: Pass | MIT | 3 mo ago |