| # | Mod | Type | Stars | Scan | Tokens | Rating |
|---|---|---|---|---|---|---|
| 1 | browser-usebrowser-use/browser-useDirect browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work. Also covers hosted cloud browsers for AI agents: the browser-use Python library (Browser(usecloud=True)), Playwright, Puppeteer or any CDP client. | Skill | 119k | A | 57 | — |
| 2 | scrapling-officialD4Vinci/ScraplingScrape web pages using Scrapling with HTTP requests, stealth browsers, JavaScript rendering, browser actions, API response capture, concurrent spiders, and adaptive parsing. Use when asked to scrape, crawl, or extract data from websites; webfetch fails; the site has anti-bot protections; write Python code to… | Skill | 90k | A | 76 | — |
| 3 | aip-trackerapache/airflowTrack Airflow Improvement Proposal (AIP) implementation progress by comparing Confluence specs against codebase evidence. Use when asked to assess, report on, or compare AIP status. | Skill | 47k | A | 41 | — |
| 4 | fastapifastapi/fastapiFastAPI best practices and conventions. Use when working with FastAPI APIs, Pydantic models, dependencies, streaming responses including Server-Sent Events (SSE), and serving frontend apps. Keeps FastAPI code clean and up to date with the latest features and patterns. | Skill | 104k | A | 57 | — |
| 5 | first-readerShubhamsaboo/awesome-llm-appsBeta readers for any draft, run by simulating how a real reader experiences it, moment by moment. A skim gate, a no-lookahead timed read producing an attention transcript with quit points, a recall test of what a reader remembers the next day, and a trust ledger of the implied author. Use when the user asks for a beta… | Skill | 143k | A | 174 | — |
| 6 | data-visualizationlangchain-ai/deepagentsUse for creating publication-quality charts and multi-panel analysis summaries. Triggers when tasks involve visualizing data, plotting results, creating charts, or producing visual reports from analysis output. | Skill | 31k | A | 40 | — |
| 7 | memory-triagemem0ai/mem0Persistent long-term memory protocol powered by mem0. Evaluate conversations for durable facts worth storing via memoryadd. Handles identity, preferences, decisions, configurations, rules, projects, and relationships. Loaded by the openclaw-mem0 plugin when skills mode is active. | Skill | 68k | A | 58 | — |
| 8 | python_libstreamlit/streamlitTips and guidelines specific to the development of the Streamlit Python library, not applicable to scripts and e2e tests. | Cursor rule | 46k | A | 0 | — |
| 9 | playwrightopenai/openai-agents-pythonUse when the task requires capturing or automating a real browser from the terminal. | Skill | 30k | A | 19 | — |
| 10 | git-workflowagno-agi/agnoGit workflow guidance for commits, branches, and pull requests. | Skill | 43k | A | 15 | — |
| 11 | composioComposioHQ/composioRoute and complete Composio work across Composio For You and Composio Platform. Use when the user mentions Composio; wants an agent to use apps such as Gmail, Slack, GitHub, Notion, Calendar, or Linear; needs first-time setup, an SDK or MCP integration, CLI operation, migration guidance, current documentation, or help… | Skill | 31k | A | 84 | — |
| 12 | building-pydantic-ai-agentspydantic/pydantic-aiBuild AI agents with Pydantic AI — tools, capabilities (including on-demand loading), workspaces, structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydanticai, or asks to build an AI agent, add tools/capabilities, attach a workspace, defer capability… | Skill | 21k | A | 92 | — |
| 13 | marimo-pairmarimo-team/marimoWork inside the user's live marimo notebook from the code editor: run Python in the same kernel the user does, inspect live notebook state, and commit durable notebook changes through code mode. Use whenever you create, analyze, or improve the user's marimo notebook. | Skill | 23k | A | 57 | — |
| 14 | notebooklmteng-lin/notebooklm-pyInstall, authenticate, troubleshoot, and operate Gemini Notebook through the notebooklm-py CLI or typed async Python API. Use for notebook and source management, grounded chat and research, and artifact generation or download when the user mentions Gemini Notebook, notebooklm-py, the notebooklm CLI, or its Python API.… | Skill | 20k | A | 79 | — |
| 15 | live-tutorialleon-ai/leonCreate an annotated MP4 tutorial from a workflow demonstrated in the owner's actual application. Use when asked for a tutorial video, not merely to watch an action live. | Skill | 18k | A | 36 | — |
| 16 | mempalace-recall-alwaysMemPalace/mempalaceAlways-on MemPalace recall — search the palace before answering about past work, people, projects, or prior decisions. | Cursor rule | 60k | A | 260 | — |
| 17 | target-connectorcocoindex-io/cocoindexThis skill should be used when creating a new target connector for CocoIndex to integrate with external systems. It provides guidance on implementing TargetHandler, TargetActionSink, and related types for declarative target state synchronization with change detection and automatic cleanup. | Skill | 12k | A | 52 | — |
| 18 | stripe-projectse2b-dev/E2BUse after E2B sandbox/API access has been provisioned through Stripe Projects and the user needs to use the resulting E2B API key with the E2B CLI, JavaScript SDK, Python SDK, or Code Interpreter SDK. | Skill | 15k | A | 51 | — |
| 19 | horizonThysrael/HorizonInstall, configure, run, customize, schedule, and extend Horizon, the profile-driven news radar. Use for first-time Horizon installation, source selection and onboarding, generating or reading daily digests, tuning processing profiles and digest limits, setting up delivery and scheduled runs, diagnosing pipeline… | Skill | 11k | A | 95 | — |
| 20 | new-features-planning567-labs/instructorwhen asked to implement new features or clients. | Cursor rule | 14k | A | 488 | — |
| 21 | musicboxdarknessomi/musicboxUse when the user wants to play/pause/skip music, control volume, seek, search songs/playlists, query NetEase Music data, or operate NetEase MusicBox. Drives MusicBox through the musicbox CLI + daemon; never simulates terminal keypresses to the curses TUI. | Skill | 9.9k | A | 65 | — |
| 22 | plugin-architecture-patternsxberg-io/xbergDesign, implement or diagnose Xberg plugin traits, typed registries, priority collisions, lifecycle, native extractors and Alef-generated Python plugin bridges. Use for plugin-system work, not ordinary parsing. | Skill | 9.5k | A | 40 | — |
| 23 | pysrastroautomata/PySRUse when fitting equations to data with PySR or SymbolicRegression.jl, when a user wants an interpretable formula, symbolic model, scaling law, or empirical relation discovered from numeric data, or when debugging a PySR search that is slow, stuck, or giving poor equations. | Skill | 4.2k | A | 61 | — |
| 24 | connect-recommendstripe/aiUse this skill when the user asks about Stripe Connect configuration, charge patterns, Dashboard access, or how to get started with Connect, is building a marketplace, platform, multi-vendor store, gig platform, or subscription platform, needs to pay out sellers, vendors, or providers, mentions split payments, revenue… | Skill | 2.0k | A | 151 | — |
| 25 | agent-squad-python2FastLabs/agent-squadUse when building or modifying a Python app that uses the agent-squad Python package — async multi-agent orchestration for Python 3.11+: orchestrator, agents (BedrockLLMAgent, AnthropicAgent, OpenAIAgent, SupervisorAgent, GroundedAgent, ChainAgent, and more), classifier routing (Bedrock, Anthropic, OpenAI), storage… | Skill | 7.8k | A | 113 | — |
| 26 | deepevalconfident-ai/deepevalSkills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications. | Plugin | 19k | A | — | — |
| 27 | datamodel-code-generatorkoxudaxi/datamodel-code-generatorUse this skill when the user wants Python data models, Pydantic models, dataclasses, TypedDicts, msgspec structs, or type-safe Python classes generated from OpenAPI, AsyncAPI, JSON Schema, GraphQL, JSON/YAML/CSV sample data, MCP tool schemas, Protocol Buffers, XML Schema, Apache Avro, or existing Python model objects.… | Skill | 4.0k | A | 147 | — |
| 28 | gpt-researcherassafelovic/gpt-researcherAutonomous deep research from Codex via MCP. | Skill | 30k | A | 15 | — |
| 29 | snippet_testsdagster-io/dagsterWhen updating tests in this directory, always run them to validate that they succeed. To do so, run. | Cursor rule | 16k | A | 0 | — |
| 30 | memmachine-memoryMemMachine/MemMachineUse when an agent or model needs durable project, user, or session context from MemMachine, needs to save information to MemMachine memory, has requests involving mem-cli, memmachine, or memmachineclient, has insufficient conversation context, or is tempted to search local files for prior context that should come from… | Skill | 3.1k | A | 96 | — |
| 31 | docetlucbepic/docetlBuild and run LLM-powered data processing pipelines with DocETL. Use when users say "docetl", want to analyze unstructured data, process documents, extract information, or run ETL tasks on text. Helps with data collection, pipeline creation, execution, and optimization. | Skill | 4.1k | A | 59 | — |
| 32 | ddgsdeedy5/ddgsUse when an agent needs to search the web, find images/news/videos/books, or extract content from a URL. Covers the ddgs Python library, CLI, and MCP server integration. | Skill | 3.0k | A | 40 | — |
| 33 | dstack-prototypingdstackai/dstackUse with the dstack skill for model-serving work when the image, serving command, resources, backend/fleet choice, or service behavior is not proven. Guides task-first prototyping on real hardware, choosing fleets/backends that can reuse idle instances and caches, checking vLLM/SGLang sources, and verifying the final… | Skill | 2.3k | A | 80 | — |
| 34 | autoharnesstigerless-labs/autoharnessPer-symbol maintenance optimizer for an agent's skill layer — learns skills from real runs and keeps them by adherence in use, not by an offline eval score. | Plugin | 11k | A | — | — |
| 35 | seleniumbase-mcpseleniumbase/SeleniumBaseMCP server "seleniumbase-mcp" as configured in seleniumbase/SeleniumBase. Launched with seleniumbase-mcp. | MCP server | 13k | A | — | — |
| 36 | rdkitbenchflow-ai/skillsbenchCheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom… | Skill | 1.9k | A | 80 | — |
| 37 | cudaq-guideNVIDIA/cuda-quantumUse for CUDA-Q setup, simulation targets, QPU access, and @cudaq.kernel authoring guidance. | Skill | 1.2k | A | 26 | — |
| 38 | pysheeet marketplacecrazyguitar/pysheeetPlugin marketplace listing 1 plugin: pysheeet. | Plugin | 8.2k | A | — | — |
| 39 | tqsdk-trading-and-datashinnytech/tqsdk-pythonGuidance for using TqSdk, a Python toolkit for market data, trading accounts, orders, positions, and backtesting futures or stocks. | Skill | 5.1k | A | 88 | — |
| 40 | telegrambubbuild/bubTelegram Bot skill for sending and editing Telegram messages via Bot API. Use when Bub needs to: (1) Send a message to a Telegram user/group/channel, (2) Reply to a specific Telegram message with replytomessageid, (3) Edit an existing Telegram message, or (4) Push proactive Telegram notifications. Prefer rich… | Skill | 1.7k | A | 105 | — |
| 41 | background-taskvstorm-co/full-stack-ai-agent-templateAdd or modify work that runs outside the request/response cycle — emails, document ingestion, webhooks, cleanups, scheduled jobs. Use when something is slow or fire-and-forget, or when adding a periodic/cron task. This project's queue is {{ cookiecutter.backgroundtasks }}. | Skill | 2.0k | A | 62 | — |
| 42 | chdb-datastorechdb-io/chdbUse when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also handles reading from S3, MySQL, PostgreSQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake… | Skill | 2.9k | A | 168 | — |
| 43 | quantum-qiskitaiming-lab/AutoResearchClawReference qiskit 2.x patterns for variational quantum machine learning. Covers data-encoding feature maps, variational quantum classifier (VQC) training, variational quantum eigensolver (VQE) for chemistry, matrix-product-state circuits, and noise model integration. Use when writing Python code that imports qiskit… | Skill | 15k | A | 102 | — |
| 44 | datafusion-pythonapache/datafusion-pythonUse when the user is writing datafusion-python (Apache DataFusion Python bindings) DataFrame or SQL code. Covers imports, data loading, DataFrame operations, expression building, SQL-to-DataFrame mappings, idiomatic patterns, and common pitfalls. | Skill | 610 | A | 54 | — |
| 45 | video_editCoderWanFeng/python-officeAn audio and video editing toolkit for cutting clips, cropping video frames, joining files, and adding or replacing a video's audio track. | Skill | 1.4k | A | 79 | — |
| 46 | knowledge_graph_skillNPC-Worldwide/npcpySkill for searching and evolving the SQLite-backed Knowledge Graph. Use this when you need structured fact/concept/link search across one or more teams, NPCs, or directory scopes. The Knowledge Graph (KG) is stored in the application's database (not YAML). It is scoped by (teamname, npcname, directorypath). Facts and… | Skill | 1.5k | A | 474 | — |
| 47 | flyenv-failure-boundariesxpf0000/FlyEnvUse when implementing or reviewing FlyEnv multi-step operations, batch actions, PID candidate filtering, cleanup, supplementary actions, or changes to throw/reject and terminal result handling. | Skill | 3.3k | A | 41 | — |
| 48 | high-stakes-analytics-decision-lablimingrui679-design/high-stakes-analytics-decision-labBuild or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions. Use when an agent must profile and safely prepare uploaded data, turn a real dataset or research question into a reproducible study, investigate drivers without overstating causality, validate a… | Skill | 1.0k | A | 112 | — |
| 49 | build-fullstack-backendmindsdb/antonONLY for writing backend or fullstack code BY HAND. NOT needed on the normal path — createartifact(fullstack-stateless-app or fullstack-stateful-app) followed by generateartifact writes the backend, verifies it by importing it and launches it. Recall this when editing an existing fullstack artifact, or when… | Skill | 758 | A | 130 | — |
| 50 | vizro-e2e-flowmckinsey/vizroBuild Vizro dashboards from concept to deployment. Enforces a 2-phase workflow covering requirements, layout design, visualization selection, implementation with Python, and testing. | Plugin | 3.8k | A | — | — |
| 51 | data-analysisvstorm-co/pydantic-deepagentsComprehensive data analysis skill for CSV files using Python and pandas. | Skill | 1.1k | A | 15 | — |
| 52 | kayba-acekayba-ai/agentic-context-engineThis skill ships learnfromtraces.py, a script that reads OpenClaw session transcripts, feeds them through the ACE learning pipeline, and writes an updated skillbook to disk. | Skill | 2.6k | A | 0 | — |
| 53 | shiny-for-pythonposit-dev/py-shinyBuilding, styling, testing, debugging, or observing a Shiny for Python (py-shiny) reactive web app - from shiny import ..., shiny run app.py. Index skill: read this, then open the linked reference for the task. Covers dashboard design and visual QA; card toolbars and accessible icons; interactive Plotly charts and… | Skill | 1.8k | A | 218 | — |
| 54 | sovereign-economics-enginewinstonkoh87/Athena-PublicUnified business model evaluator, client filter, pricing engine, and distribution architect. Absorbs 31 business + 8 marketing + 13 content + 2 acquisition protocols. | Skill | 619 | A | 43 | — |
| 55 | lepton-clileptonai/leptonaiOperate NVIDIA DGX Cloud Lepton through the globally installed lep CLI. | Plugin | 2.8k | A | — | — |
| 56 | fastapi-guardrennf93/fastapi-guardProduction-ready security middleware for FastAPI. Use when adding IP filtering, rate limiting, per-route security decorators, route-resolution strict mode, global behavior rules, passive/log-only mode, or Guard Agent SaaS telemetry to a FastAPI app. Covers SecurityMiddleware setup, SecurityConfig tuning, and the… | Skill | 825 | A | 72 | — |
| 57 | cocoindex-codecocoindex-io/cocoindex-codeAST-based semantic code search via the ccc CLI. Bundles the ccc skill; Grok installs also activate a SessionStart index hook and MCP server (disable either for skill-only). | Plugin | 2.9k | A | — | — |
| 58 | AGENTSemersonfelipesp/netbox-proxboxThis directory contains Django management commands for the ProxBox plugin. | Command | 606 | A | 0 | — |
| 59 | pymapdl-cliansys/pymapdlHow to use the PyMAPDL command-line interface to start, stop, list, and execute commands on MAPDL instances from a terminal. Use this skill whenever the user wants to control MAPDL from the command line, run APDL commands via the shell, manage running MAPDL processes, script MAPDL workflows without writing Python, or… | Skill | 526 | A | 90 | — |
| 60 | ms-teams-appsalinaqi/maggyMicrosoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API. | Skill | 711 | A | 22 | — |
| 61 | nvidia-cuopt-skillsNVIDIA/cuoptAgent skills for NVIDIA cuOpt: routing (VRP, TSP, PDP), LP/MILP/QP, installation (Python/C/developer), and REST server. Use when building or solving optimization with cuOpt. | Plugin | 1.1k | A | — | — |
| 62 | autonomous-researchfedericodeponte/opendraftAn 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. Finds real sources at Crossref and OpenAlex, drafts each section against them, attacks its own draft for weak claims, then compiles citations deterministically so in-text markers map one to one onto the… | Skill | 520 | A | 144 | — |
| 63 | Binary Ninja Scriptingbuzzer-re/RikuganWrite and execute Binary Ninja Python scripts — full API reference included. | Skill | 695 | A | 17 | — |
| 64 | redisvlredis/redis-vl-pythontoken.strip().strip(",").replace("“", "").replace("”", "").lower(). | Cursor rule | 432 | A | 59 | — |
| 65 | kui-frameworkabersheeran/kuiGuide for building web applications with the Kui framework. Use when writing Kui ASGI/WSGI handlers, defining routes, binding parameters, configuring OpenAPI docs, or working with middleware/dependency injection. | Skill | 297 | A | 44 | — |
| 66 | perforatedaiPerforatedAI/PerforatedAIExpert in PerforatedAI library for adding artificial dendrites to PyTorch neural networks. Triggers: 'Perforate my model' (start interactive setup), 'debug my perforated model' (debug/optimize existing integration), 'load my perforated model for inference' (deploy trained models), 'export my perforated model'… | Skill | 237 | A | 133 | — |
| 67 | clawmetry-selfcheckvivekchand/clawmetryRead your own agent telemetry from ClawMetry (waste, progress, cost) and act on it before finishing a task. Use when ClawMetry is installed on this machine and you want to check whether you are re-reading files, spinning in loops, or burning budget. | Skill | 435 | A | 64 | — |
| 68 | ai-text-detector-githublynote-ai/ai-text-detectorDetect whether a passage shows AI-like writing signals and return an explainable risk estimate with confidence, caveats, and next steps. | Skill | 650 | A | 33 | — |
| 69 | decouplerscverse/decouplerRead before any task that mentions decoupler, one of its bundled example datasets, or asks which transcription factors (TFs), pathways, or gene sets are most active, enriched, up or down in expression data - bulk RNA-seq treated vs control, single-cell cell types or clusters, condition contrasts across donors… | Skill | 300 | A | 192 | — |
| 70 | interview-question-preparerAgentEra/AgentlyPrepare an evidence-backed blog/media interview preparation brief for a specified person by researching public context, reflecting on information sufficiency, and writing the final Markdown deliverable. | Skill | 1.7k | A | 38 | — |
| 71 | xhs-clijackwener/xhs-cliA terminal tool for Xiaohongshu, also called RedNote, a Chinese social platform for user-posted notes, photos, and videos. | Skill | 673 | A | 47 | — |
| 72 | openosintOpenOSINT/OpenOSINTAI-powered OSINT agent, MCP server, and CLI. Interactive REPL + 19 tools. Anthropic Claude or local Ollama. For authorized security research use only. Runs locally from the openosint Python package. Needs 5 environment variables to run. | MCP server | 1.8k | A | — | — |
| 73 | composing-with-pytheorykennethreitz/pytheoryCompose music with PyTheory — progressions, melodies, drums, and full arrangements rendered to audio or MIDI from pure Python. | Plugin | 1.7k | A | — | — |
| 74 | kanban-tuiZaloog/kanban-tuiComprehensive kanban board and task management via ktui CLI. Use for project tracking, todo lists, task dependencies, workflow automation, and board management. Activates when user mentions boards, tasks, kanban, or project management. If the ktui command is not available, but uv is available utilize uvx kanban-tui… | Skill | 286 | A | 80 | — |
| 75 | cqmozilla-ai/cqShared knowledge commons for AI agents; find, share, and confirm collective knowledge to stop rediscovering the same failures. | Plugin | 1.3k | A | — | — |
| 76 | companyeddmpython/dartlabA single-company research interface for South Korean DART filings and United States EDGAR filings. It provides one object through which users can request company records, analysis, credit, prices, quantitative data, market context, industry information, and reports. | Skill | 226 | A | 0 | — |
| 77 | releasedylanroscover/EmbodyMUST READ before preparing a release commit or GitHub release -- the blocking GitHub preflight (dev/releasepreflight.py), project.save() versioning, changelog, README, template sync verification, fresh-install smoke, and the post-push GitHub release procedure (references/github-release.md). | Skill | 209 | A | 63 | — |
| 78 | ragRailtownAI/railtracksBuild a RAG (retrieval-augmented generation) pipeline using railtracks. Use when the user wants to ingest documents into a vector store and retrieve relevant passages to answer questions. | Skill | 234 | A | 39 | — |
| 79 | sync-checkItamarZand88/CLI-Anything-WEBWalks the documentation dependency web after a CLI code change and reports which downstream files (skills, SOPs, READMEs, plugin references) are out of sync. Use after fixing a bug, adding a command, changing auth behavior, refactoring, or before committing — and when the user says "sync check", "update docs"… | Skill | 236 | A | 95 | — |
| 80 | cnsplotsfaridrashidi/cnsplotsCreate, revise, and troubleshoot publication-ready scientific plots in Python with cnsplots, including distribution, regression, heatmap, genomics, survival, set, flow, and multi-panel figures. Use when a user asks for cnsplots code, Cell/Nature/Science-style visualization, precise physical figure dimensions… | Skill | 710 | A | 79 | — |
| 81 | tt-sidebarstormzhang/token-trackerOpen a live Token Tracker sidebar for only the current Codex session in a right-side terminal split at one-third width. Use when the user explicitly invokes $tt-sidebar or asks to monitor the current Codex session beside its terminal pane. | Skill | 534 | A | 50 | — |
| 82 | pyscn-mcpludo-technologies/pyscnPython code quality analysis MCP server. | Plugin | 1.1k | A | — | — |
| 83 | fenictypedef-ai/fenicCursor rule "fenic" from typedef-ai/fenic, covering writing fenic, must-knows and traps fenic check can't catch — get these right by hand. | Cursor rule | 674 | A | 615 | — |
| 84 | pydantic-resolve-3stepKLR-Pattern/pydantic-resolveA three-stage development method for Python projects built with pydantic-resolve, starting with agreed data models and ending with application interfaces. It uses an ER diagram, which shows database entities and their relationships, plus ORM models that represent database records in code. | Skill | 326 | A | 56 | — |
| 85 | rdc-cliBANANASJIM/rdc-cliUse this skill when working with RenderDoc capture files (.rdc), analyzing GPU frames, tracing shaders, inspecting draw calls, or running CI assertions against GPU captures. Trigger phrases: "open capture", "rdc file", ".rdc", "renderdoc", "shader debug", "pixel trace", "draw calls", "GPU frame", "assert pixel"… | Skill | 187 | A | 82 | — |
| 86 | pythonGetStream/Vision-Agentswhen writing python. | Cursor rule | 8.2k | B | 152 | — |
| 87 | skylosduriantaco/skylosOpen-source, local-first static analysis and PR gates for Python, TypeScript/JavaScript, Go, Java, Kotlin, PHP, Rust, Dart, C#, C++, and Shell. Finds dead code, security issues, secrets, quality regressions, and AI-code mistakes. Runs locally from the skylos Python package. Needs 1 environment variable to run. | MCP server | 852 | A | — | — |
| 88 | fetch-dataagentscope-ai/QwenPaw-DataA workflow that turns a plain-language request for business data into a database query, runs it in a data warehouse or lake, and returns the results for analysis. | Skill | 174 | A | 276 | — |
| 89 | repo-readiness-auditasimons81/hermes-field-kitUse when a user asks whether an identified repository is ready for further development, release work, a new feature, handoff, or a new contributor, requiring a disciplined read-only audit before an evidence-backed verdict. | Skill | 126 | A | 48 | — |
| 90 | upgrade-playbooksvinta/hal-9000(project) Use when upgrading install tasks in playbooks/roles/ against upstream docs — bumping a pinned version, adopting a newly recommended install method, repointing a doc link that moved, or realigning the community.general pin with the brew-installed ansible and CI's ansible-lint action with uv.lock. | Skill | 141 | A | 67 | — |
| 91 | cursorrulesLarens94/codednaEvery supported source file must start with a CodeDNA header using valid native comment syntax. Python uses a module docstring; never copy Python delimiters into another language. | Cursor rule | 151 | A | 1,291 | — |
| 92 | django-fastapi-experttravisjneuman/.claudeDjango ORM, Django REST Framework, FastAPI async patterns, and Pydantic v2 specialist. Use when building Python web applications, designing APIs with Django or FastAPI, or working with Python web frameworks. Trigger phrases: Django, FastAPI, DRF, Django REST Framework, Pydantic, ORM, queryset, viewset, serializer… | Agent | 106 | A | 86 | — |
| 93 | pytdbotpytdbot/clientWrite Telegram bots and userbots with Pytdbot (async TDLib wrapper with high-level helpers; not the Telegram Bot API). Use when the user works with Pytdbot, TDLib, or pytdbot.Client. | Skill | 137 | A | 49 | — |
| 94 | precisemicroprediction/preciseOnline (incremental) covariance, correlation, and precision estimation in Python — the streaming complement to sklearn.covariance. Use when code needs a covariance/correlation matrix updated per observation, recomputes np.cov/np.corrcoef in a rolling loop, must judge or compare covariance estimates, or proposes a new… | Skill | 337 | A | 76 | — |
| 95 | implement-type-annotationsambient-code/agentreadyAdd comprehensive type hints to Python/TypeScript code to improve IDE support, catch errors early, and enable better AI code understanding. | Skill | 154 | A | 30 | — |
| 96 | documentation-writerob-labs/agentseekDiátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation authoring framework. Templates for tutorial / how-to / reference / explanation live under templates/. | Skill | 203 | A | 53 | — |
| 97 | neo4j-knowledge-graphMazzaWill/neo4j-python-pandas-py2neo-v3Use when designing, importing, querying, or modernizing Neo4j knowledge graphs from CSV, Excel, pandas, Cypher, py2neo, the official neo4j Python driver, vector indexes, or GraphRAG workflows. | Skill | 580 | A | 55 | — |
| 98 | jmcomichect0x7/jmcomic-aiSearch, browse, inspect album-specific or site-wide comments, list favorite folders, browse, add, and delete favorites, and download manga from JMComic (18comic), obtain the latest Android APK from hect0x7/JMComic-APK, and invoke the upstream jm-view-server jms command for local reading. Use for manga discovery… | Skill | 121 | A | 115 | — |
| 99 | depylerpaiml/depylerMCP server "depyler" as configured in paiml/depyler. Launched with depyler agent start --foreground --port 3000. Needs 2 environment variables to run. | MCP server | 365 | A | — | — |
| 100 | inspect-codex-trajectoryicesixgod/codex-trajectoryInspect or show a local Codex task trajectory, including turns, approximate model steps, assistant messages, reasoning summaries, tool calls, failures, compaction, token usage, and timing. Use when the user asks for a trajectory, execution trace, task timeline, slow-tool analysis, current-task timing distribution… | Skill | 252 | A | 88 | — |
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