Agent skills that run python, that ask for WebFetch
A skill is a Markdown file that tells a coding agent how to do one job. We parse every one we can find — the frontmatter, the outline, the languages in its code blocks — so you can look for the one that fits instead of reading through a repository to find out.
69,865 skills from 9,574 repositories, last read 11 September 2026.
Skills declare what they need inconsistently: 58.8% name the languages they run, 11.2% list the tools they ask for, and 4.6% give themselves a category. Filtering narrows to the ones that said so, never to the ones that are.
- rerun-mp4rerun-io/rerun
Ingest .mp4 video into Rerun chunk streams with rerun.experimental.Mp4Reader. Read when converting video into a VideoStream, choosing stream vs asset mode, transcoding (B-frames, o
otherpythonReadGrepBash - rerun-parquetrerun-io/rerun
Ingest tabular Parquet files into Rerun chunk streams with rerun.experimental.ParquetReader. Read when converting trajectory or sensor tables (LeRobot-style parquet, exported logs)
otherpythonReadGrepBash - rerun-lerobotrerun-io/rerun
Ingest a LeRobot (HuggingFace) dataset into Rerun. Read when converting a LeRobot dataset to RRDs, splitting it into per-episode segments, or registering it on a Rerun catalog. Cov
otherpythonReadGrepBash - rerun-chunk-processingrerun-io/rerun
Core mechanics of the Rerun Chunk Processing API (rerun.experimental) — LazyChunkStream pipelines, Chunk, lenses (MutateLens/DeriveLens/Selector), RrdReader, writing optimized RRDs
otherpythonReadGrepBash - rerun-blueprintrerun-io/rerun
Design a Rerun blueprint from the data, then iterate on it from headless screenshots. Read this when laying out a recording or dataset in the viewer, designing a default blueprint,
otherpythonReadGrepBash - rerun-urdfrerun-io/rerun
Drive the Rerun URDF API (rerun.urdf.UrdfTree) to ingest a URDF as a Transform3D layer on a robot recording. Read when logging a robot model, running forward kinematics from joint
otherpythonReadGrepBash - rerun-mcaprerun-io/rerun
Ingest MCAP files into Rerun chunk streams with rerun.chunk.McapReader. Read when converting an MCAP recording, selecting topics or decoders, decoding custom protobuf messages, or
otherpythonReadGrepBash - paper-writewanshuiyin/Auto-claude-code-research-in-sleep
Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.
otherbashlatexpythonBash(*)ReadWrite - aris-paper-writeOpenLAIR/dr-claw
Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.
otherbashlatexpythonBash(*)ReadWrite - split-pdfflonat/flonat-research
Download, split, and deeply read an academic PDF that is not available through Paperpile. Use when a long external PDF needs page-wise ingestion. For Paperpile items, use the Paper
otherpythonBash(uv:*)Bash(uv*)Bash(curl*) - canvas-executeX-isdoingreat/canvas-pilot
This skill should be used when executing an already-scanned Canvas plan after the user has approved it. Invoked after `canvas-scan` wrote `runs/<today>/plan.json` and the user repl
claude-codebashjsonmarkdownpythonBashReadWrite+1 files - canvas-genericX-isdoingreat/canvas-pilot
Fallback runtime-designed handler for Canvas assignments that don't fit any of the 5 specific skills (canvas-ics33 / canvas-reading-annotation / canvas-essay / canvas-zybooks / can
claude-codejsonpythonBashReadWrite - canvas-reading-annotationX-isdoingreat/canvas-pilot
Generic reading-annotation handler for academic-writing courses — annotates reading PDFs with color-coded highlights + margin notes + filled answer blanks per the instructor's rubr
claude-codejsonmarkdownpythonBashReadWrite - canvas-ics33X-isdoingreat/canvas-pilot
Generic code-course handler — programming assignments where the spec lives outside Canvas (instructor's external site, attached PDF, or referenced textbook), starter code is downlo
claude-codemarkdownpythonBashReadWrite - canvas-insideX-isdoingreat/canvas-pilot
Canvas in-page answering handler — currently scoped to Classic Quizzes (`online_quiz`); see the SKILL's Scope note. Handles open quizzes (MCQ, multi-answer, T/F, matching, short-an
claude-codejsonmarkdownpythonBashReadWrite - canvas-setupX-isdoingreat/canvas-pilot
Use this skill on a fresh Canvas Pilot install when the student has never configured the project before. Trigger phrases include "set me up", "set up canvas pilot", "install canvas
claude-codebashpythonyamlBashReadWrite - canvas-scanX-isdoingreat/canvas-pilot
This skill should be used when scanning Canvas for pending assignments and producing an approval-gated plan. Invoked manually when the user says "check canvas", "scan canvas", "wha
claude-codebashjsonmarkdownpythonBashReadWrite+1 files - reducing-aigc-detectiontelagod/code-abyss
Systematically reduce AIGC detection rates in academic papers (Chinese/English). Analyzes detection reports, identifies high-impact sections, applies multi-layer rewriting strategi
pluginpythonBashReadWrite - deep-analysisnicepkg/auto-company
Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with ex
claude-codemarkdownpythonBashReadWrite - eng-teamgeekatron/jerry
Secure engineering team skill providing methodology guidance for building security-hardened software. Invoked when users request system design, implementation, code review, testing
pluginpythonReadWriteEdit+3 files - adversarygeekatron/jerry
On-demand adversarial quality reviews using strategy templates. Selects strategies by criticality level, executes adversarial templates against deliverables, and scores quality usi
pluginpythonReadWriteEdit - problem-solvinggeekatron/jerry
Structured problem-solving framework with specialized agents for research, analysis, architecture decisions, validation, synthesis, reviews, investigations, and reporting. Use when
pluginpythonReadWriteEdit - nasa-segeekatron/jerry
NASA Systems Engineering skill implementing NPR 7123.1D processes through 10 specialized agents. Use for requirements engineering, verification/validation, risk management, technic
pluginpythonReadWriteEdit - user-experiencegeekatron/jerry
Parent orchestrator for AI-augmented UX methodology targeting tiny teams (1-5 people). Routes to 10 sub-skills by product lifecycle stage through criteria-gated waves. Invoke when
pluginpythonReadWriteEdit - ux-lean-uxgeekatron/jerry
Lean UX hypothesis-driven design sub-skill for the /user-experience parent skill. Facilitates Build-Measure-Learn cycles using Jeff Gothelf and Josh Seiden's Lean UX methodology (3
pluginpythonReadWriteEdit - ux-design-sprintgeekatron/jerry
AJ&Smart Design Sprint 2.0 facilitation sub-skill for the /user-experience parent skill. Facilitates a structured four-day rapid prototyping and validation process compressed from
pluginpythonyamlReadWriteEdit - ux-atomic-designgeekatron/jerry
Atomic Design component taxonomy sub-skill for the /user-experience parent skill. Implements Brad Frost's 5-level component hierarchy (Atoms, Molecules, Organisms, Templates, Pages
pluginpythonReadWriteEdit - ux-inclusive-designgeekatron/jerry
Inclusive design and WCAG 2.2 accessibility evaluation sub-skill for the /user-experience parent skill. Performs WCAG 2.2 compliance audits across Perceivable, Operable, Understand
pluginpythonReadWriteEdit - red-teamgeekatron/jerry
Offensive security team skill providing methodology guidance for penetration testing and red team engagements. Invoked when users request penetration testing, reconnaissance, vulne
pluginpythonyamlReadWriteEdit - ux-ai-first-designgeekatron/jerry
AI-first interaction design sub-skill (CONDITIONAL) for the /user-experience parent skill. Provides trust-calibrated AI interaction design guidance using Yang et al.'s trust-risk a
pluginpythonyamlReadWriteEdit - ux-jtbdgeekatron/jerry
Jobs-to-Be-Done research and analysis sub-skill for the /user-experience parent skill. Conducts JTBD job statement synthesis, switch interview analysis (Moesta/Spiek four forces),
pluginmarkdownpythonReadWriteEdit - ux-heuristic-evalgeekatron/jerry
Nielsen heuristic evaluation sub-skill for the /user-experience parent skill. Evaluates interfaces against Nielsen's 10 usability heuristics, produces severity-rated findings on a
pluginpythonReadWriteEdit - odoo-advisorpantalytics/odoo-mcp-pro
Use when choosing which Odoo app/module fits a business process, mapping data to Odoo models, or deciding where to import data. Also use when the user asks "which Odoo app should I
otherpythonReadGrepGlob - deep-analysisNikitaDmitrieff/auto-co-meta
Analytical thinking patterns for comprehensive evaluation, code audits, security analysis, and performance reviews. Provides structured templates for thorough investigation with ex
claude-codemarkdownpythonBashReadWrite - nutmeg-healwithqwerty/nutmeg
Fix broken data scrapers and pipelines. Use when data acquisition fails, a scraper breaks, an API returns errors, or data format has changed. Also handles submitting upstream issue
pluginpythonReadWriteBash - meta-capicognyai/claude-code-marketing-skills
Meta Conversions API (CAPI) Setup Reference — architecture, event types, customer information hashing, deduplication, implementation examples, AEM, and testing
claude-codejavascriptpythonWebFetchWebSearchBash - ga4-eventscognyai/claude-code-marketing-skills
GA4 Event Implementation Reference — complete event taxonomy, parameter lists, implementation patterns (gtag.js, GTM, Measurement Protocol), and validation techniques
claude-codebashjavascriptpythonsqlWebFetchWebSearchBash - kilnelithril/blender-kiln
3D asset production pipeline via Blender MCP — sourcing, AI generation, cleanup, texturing, optimization, export. Batch mode for autonomous multi-asset production.
pluginbashmarkdownpythonBashReadEdit - solo-seo-clifortunto2/solo-factory
Manage SEO and agent-readiness for all sites via the `seo` CLI — audit pages for SEO+GEO score, run `agent-audit` to check whether AI agents can discover and read a site (robots ru
pluginastrobashhtmljavascriptReadGrepBash - api-design-reviewershahtuyakov/claude-setup
Expert API design reviewer for REST, GraphQL, and gRPC APIs. Analyzes API designs for security, performance, consistency, scalability, and maintainability. Use when designing new A
otherbashgraphqljavascriptjsonReadGrepGlob+5 files - data-analysisMarazii/research-co-pilot
End-to-end quantitative data work — cleaning, exploration, statistical testing, modeling, visualization, and reproducible scripting in Python or R. Handles messy CSVs, survey data,
pluginmarkdownpythonReadWriteEdit+2 files - replication-designerMarazii/research-co-pilot
Design a direct, conceptual, or generalization replication of a published study. Walks through identifying the target effect, extracting the original design with enough fidelity to
pluginmarkdownpythonrReadWriteEdit+2 files - qualitative-codingMarazii/research-co-pilot
Code qualitative data — interview transcripts, open-ended survey responses, field notes, documents, social media — using inductive, deductive, or hybrid approaches. Generates and r
pluginjsonmarkdownpythonrReadWriteEdit+2 files - frontend-ui-cloneinstantX-research/skills
Pixel-perfect website cloner. Given a URL, faithfully reproduces the page as a single self-contained HTML file. Uses Playwright to render the page in a real browser, then directly
claude-codebashcssjavascriptpythonReadWriteEdit
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