Agent skills that run python, that ask for Edit, in plugin format

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.

1. pyfixest-referencebrycewang-stanford/Auto-Empirical-Research-Skills

   Dense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm), clustered/robust standard errors, R-style formula

   pluginpythonReadWriteEdit
2. warp-compile-time-optimizerNVIDIA/skills

   Use when compile time or startup time is the problem in code that uses Warp: a request to improve, optimize, or cut compile times; an app that is slow to start or stalls at the fir

   pluginbashpythonBashReadEdit
3. enterpriseww-w-ai/bkit-claude-code

   Enterprise-grade systems with microservices, Kubernetes, Terraform, and AI Native methodology. For multi-feature initiatives spanning a release timeline, combine with /sprint maste

   pluginhclpythonyamlReadWriteEdit
4. core-mlrshankras/claude-code-apple-skills

   Core ML, Create ML, Vision framework, Natural Language framework, on-device ML integration. Use when user wants image classification, text analysis, object detection, sound classif

   pluginpythonswiftReadWriteEdit
5. plugin-slash-commandalekspetrov/navigator

   Generate new Navigator slash commands following project conventions. Use when user says "add slash command", "create command", "new /nav command", or "add /nav:[name] command".

   pluginmarkdownpythonReadWriteEdit
6. nav-profilealekspetrov/navigator

   Manage user preferences and corrections for bilateral modeling. Auto-learns from session corrections. Use when user says "save my preferences", "remember I like...", or auto-trigge

   pluginbashjsonmarkdownpythonReadWriteEdit
7. product-designalekspetrov/navigator

   Automates design review, token extraction, component mapping, and implementation planning. Reduces design handoff from 6-10 hours to 5 minutes via direct Figma MCP integration. Aut

   pluginbashjsonmarkdownpythonReadWriteEdit
8. nav-skill-creatoralekspetrov/navigator

   Analyze codebase patterns and create custom skills for repetitive workflows. Use when project needs automation or pattern enforcement. Auto-invoke when user says "create a skill fo

   pluginbashjsonmarkdownpythonReadWriteEdit
9. frontend-componentalekspetrov/navigator

   Create React/Vue component with TypeScript, tests, and styles. Auto-invoke when user says "create component", "add component", "new component", or "build component".

   pluginbashcssjsonpythonReadWriteEdit
10. nav-loopalekspetrov/navigator

    Run tasks until complete with structured completion signals. Auto-invoke when user says "run until done", "keep going until complete", "iterate until finished", "loop mode", "auton

    pluginbashjsonpilot-signalpythonReadWriteEdit
11. analyze-statsAperivue/medsci-skills

    Statistical analysis for medical research papers. Generates reproducible Python/R code with publication-ready tables and figures. Supports diagnostic accuracy, inter-rater agreemen

    pluginbashpythonrReadWriteEdit+1 files
12. lit-syncAperivue/medsci-skills

    Sync research references from .bib files to Zotero library + Obsidian literature notes. Extract cross-cutting concept notes when enough literature accumulates. Works after /search-

    pluginbashjsonmarkdownpythonReadWriteEdit
13. search-litAperivue/medsci-skills

    Literature search and citation management for medical research. Searches PubMed, Semantic Scholar, and bioRxiv/medRxiv with verified citations. Anti-hallucination — every reference

    pluginbashbibtexpythonReadWriteEdit
14. present-paperAperivue/medsci-skills

    Academic presentation preparation — paper-driven (journal club, grand rounds, seminar) and lecture/teaching decks (course material, workshop slides, conference talks). Analyzes sou

    pluginbashdotpythonReadWriteEdit
15. make-figuresAperivue/medsci-skills

    Generate publication-ready figures and visual abstracts for medical research papers. Supports ROC curves, forest plots, CONSORT/STARD/PRISMA flow diagrams, calibration plots, Kapla

    pluginbashpythonReadWriteEdit
16. fill-protocolAperivue/medsci-skills

    Fill institutional Word form templates (.doc/.docx) for IRB protocols, ethics applications, grant proposals, and other structured research documents while preserving the original s

    pluginbashpythonyamlReadWriteEdit
17. comprehensive-testingmajiayu000/spellbook

    Complete testing strategy covering TDD workflow, test pyramid, unit/integration/E2E/property testing, framework best practices (Jest, Vitest, pytest), mock strategies, and CI integ

    pluginbashgoinimarkdownReadGrepGlob+1 files
18. datum-systemelasticdotventures/_b00t_

    Helps work with the b00t datum system - TOML-based configuration for AI models, providers, and services. Datums are stored in ~/.dotfiles/_b00t_/ and specify WHICH environment vari

    pluginbashpythontomlReadWriteEdit
19. direnv-patternelasticdotventures/_b00t_

    Implements the b00t environment management pattern: direnv → .envrc → dotenv → .env where datums specify WHICH environment variables are required and .env contains the actual secre

    pluginbashgitignorepythontomlReadWriteEdit
20. 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
21. processing-pdfstelagod/code-abyss

    Processes PDF files. Extracts text and tables, fills forms, merges and splits documents, batch-processes files, converts to images, and generates PDFs programmatically. Use when wo

    pluginpythonBashReadWrite+4 files
22. 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
23. 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
24. problem-solvinggeekatron/jerry

    Structured problem-solving framework with specialized agents for research, analysis, architecture decisions, validation, synthesis, reviews, investigations, and reporting. Use when

    pluginpythonReadWriteEdit
25. 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
26. saucer-boy-framework-voicegeekatron/jerry

    INTERNAL SKILL — auto-loaded for framework output voice quality. Reviews, rewrites, and scores framework output text for persona compliance using the Shane McConkey ethos: joy and

    pluginpythonReadWriteEdit
27. ux-behavior-designgeekatron/jerry

    Fogg Behavior Model B=MAP bottleneck diagnosis sub-skill for the /user-experience parent skill. Diagnoses why users fail to take desired actions by analyzing the three B=MAP factor

    pluginpythonyamlReadWriteEdit
28. ux-kano-modelgeekatron/jerry

    Kano model feature classification and prioritization sub-skill for the /user-experience parent skill. Classifies product features into Must-be (M), Performance (O), Attractive (A),

    pluginpythonReadWriteEdit
29. 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
30. ux-heart-metricsgeekatron/jerry

    HEART Metrics framework sub-skill for the /user-experience parent skill. Applies Google's HEART framework (Happiness, Engagement, Adoption, Retention, Task Success) using the Goals

    pluginmarkdownpythonReadWriteEdit
31. 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
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. prompt-engineeringgeekatron/jerry

    Structured prompt construction and quality validation for Jerry Framework. Invoke when building structured prompts, generating NPT-009/NPT-013 constraints, or scoring prompt qualit

    pluginpythonxmlReadWriteEdit
40. build-with-exaMoizIbnYousaf/marketing-cli

    Build applications and agents with Exa's API Platform: search, contents, answer, context, Agent API, monitors, websets, OpenAI-compatible endpoints, and exa-py / exa-js. Use when c

    pluginbashpythontypescriptBashReadWrite+13 files
41. lov-document-illustratorlovstudio/skills

    为文档原地插入 AI 配图。读取文档后全局规划插入点，并行生成所有图片， 异步插回原文。支持封面图、自定义比例和三种风格。 Use when: 用户要求为文档/文章/笔记生成配图、插图。 Also trigger when user mentions: 配图、插图、illustration、 generate images、document images、为

    pluginmarkdownpythonReadWriteEdit
42. run-experimentzjunlp/Mechanist

    Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", or needs to launch training jobs.

    pluginbashjsonmarkdownpythonBash(*)ReadGrep
43. paper-figurezjunlp/Mechanist

    Generate publication-quality figures and tables from experiment results. Use when user says "plot this", "make a figure", "generate figures", "paper figures", or needs plots for a

    pluginbashjsonlatexmarkdownBash(*)ReadWrite+1 files
44. training-checkzjunlp/Mechanist

    Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running an

    pluginbashpythonBash(*)ReadGrep
45. debugxiaobei930/cc-best

    Systematic debugging methods, log analysis, and performance diagnostics. Use when debugging issues, analyzing errors, or troubleshooting incidents.

    pluginmarkdownpythontypescriptReadWriteEdit+3 files
46. cli-ops0xDarkMatter/claude-mods

    Patterns for building production-quality CLI tools with predictable behavior, parseable output, and agentic workflows. Triggers: cli tool, command line tool, build cli, cli pattern

    pluginbashjsonpythontomlReadWriteEdit+2 files
47. 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
48. 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
49. solo-sgrfortunto2/solo-factory

    Use when "design schemas", "structured output", "agent loop", "SGR", "constrained decoding", "tool dispatch", "Pydantic schema for LLM", or need to design a schema-guided reasoning

    pluginpythonReadWriteEdit
50. accelerateAlexander-Tyagunov/magician

    Systematic performance profiling and optimization with a mandatory baseline-first gate — measure before changing, re-measure after. Use when something is slow or you need to hit a

    pluginbashgopythonBashReadEdit+2 files
51. ds-report-pdfDataslayer-AI/Marketing-skills

    Use this skill when the user wants to generate a professional PDF report for a client or for internal use. Activate when the user says "generate a PDF report", "create a client rep

    pluginbashpythonReadWriteEdit
52. ai-video-producerzysilm/video-producer-skill

    AI video production workflow using Google Flow via MCP Playwright browser automation. Creates any video type: promotional, educational, narrative, social media, animations, game tr

    pluginbashjsonmarkdownpythonReadWriteEdit
53. 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
54. 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
55. 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

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