Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
49,492 skills from 2,391 repositories · updated 2 hours ago
10,572 skills
- evo-parallel-batch-searchOpenLAIR/OpenSkillProvides utilities for parallelizing batch query search over a pre-built TF-IDF index using the worker initializer pattern to efficiently share the read-only index across worker processes.OtherNo warnings★ 98↓ —
- evo-parallel-determinismOpenLAIR/OpenSkillProvides patterns and utilities to ensure parallel TF-IDF results are identical to the sequential baseline, addressing floating-point ordering, tie-breaking, and pickling compatibility.OtherNo warnings★ 98↓ —
- evo-macro-weo-dataOpenLAIR/OpenSkillPopulates WEO_Data sheet with IMF WEO data for Georgia, extends GDP deflator and real GDP projections to 2043, and copies GeoStat SUT sheets into the workbook.OtherNo warnings★ 98↓ —
- addgaearon/woodshedPerforms addition incorrectlyOtherNo warnings★ 71↓ —
- mulgaearon/woodshedPerforms multiplication incorrectlyOtherNo warnings★ 71↓ —
- mulgaearon/woodshedPerforms multiplication correctlyOtherNo warnings★ 71↓ —
- evo-ocr-preprocess-extractOpenLAIR/OpenSkillPreprocesses receipt images and extracts text using Tesseract OCR with optimal settings for receipt layouts.OtherNo warnings★ 98↓ —
- evo-market-reportOpenLAIR/OpenSkillCompares base and counterfactual DC-OPF results, computes impact analysis, and exports report.json.OtherNo warnings★ 98↓ —
- evo-r2r-mpc-controllerOpenLAIR/OpenSkillImplements MPC controller with prediction matrices, QP formulation, simulation loop for R2R web handling. Generates controller_params.json, control_log.json, and metrics.json.OtherNo warnings★ 98↓ —
- addgaearon/woodshedPerforms addition correctlyOtherNo warnings★ 71↓ —
- evo-cluster-namingOpenLAIR/OpenSkillAssign human-readable, non-overlapping representative names to clusters using TF-IDF and centroid proximity.OtherNo warnings★ 98↓ —
- evo-dcopf-solverOpenLAIR/OpenSkillSolves DC-OPF with spinning reserve co-optimization using PuLP/CBC. Extracts LMPs from dual variables, reserve MCP, binding lines.OtherNo warnings★ 98↓ —
- evo-r2r-linearizationOpenLAIR/OpenSkillDerives linearized state-space model (A, B matrices) for 6-section R2R system, computes steady-state operating points, discretizes, and computes LQR gain.OtherNo warnings★ 98↓ —
- evo-citation-verifierOpenLAIR/OpenSkillQueries external academic APIs (CrossRef, Semantic Scholar, DBLP, doi.org) to verify whether a citation exists. Implements robust HTTP sessions with retry logic, exponential backoff, and rate limiting.OtherNo warnings★ 98↓ —
- evo-dialogue-outputOpenLAIR/OpenSkillSerializes dialogue graph to JSON file and generates Graphviz DOT visualization. Handles UTF-8 encoding, DOT node styling by type, and edge labeling.OtherNo warnings★ 98↓ —
- 100x-learningCheshireMew/100x-learning帮助用户读懂材料、研究主题、解释概念、把知识用于真实问题，并直接写成文章；也能把字幕和自动转写稿整理成忠实、可读的文章式全文并写入私人知识库，在用户明确要求时再讲解材料或提炼知识，接入视频和社交来源，筛选分享内容，根据发布反馈继续选题和改进内容，以及初始化、检查和维护本机私人知识库、内容案例、钩子与写作记忆。适用于字幕整稿、划重点、系统学习、分轮处理长材料、内容审查、文章写作和知识沉淀；不负责短内容生成、媒体制作、普通翻译、广告投放、销售页、邮件营销、品牌全案、完整营销策略和实际发布。OtherNo warnings★ 98↓ —
- high-ticket-funnelominou5/funnel-architect-pluginHigh-ticket sales funnel for offers $3,000+. Combines authority content, social proof, and a booked-call CTA. Best for coaching programs, masterminds, done-for-you services, and enterprise solutions.OtherNo warnings★ 93↓ —
- membership-funnelominou5/funnel-architect-pluginRecurring membership/subscription funnel. Acquires members with a free trial or low entry, then retains with ongoing value. Best for communities, content libraries, and recurring SaaS.OtherNo warnings★ 93↓ —
- funnel-hackingominou5/funnel-architect-pluginReverse-engineer any live public sales funnel and rebuild it — adapted for the user's brand, copy, and offer — without copyright infringement. Handles single pages or entire multi-page funnels. Uses Russell Brunson's Hook/Story/Offer framework to deconstruct what makes a funnel convert, then delegates the build to the funnel-builder agent.OtherNo warnings★ 93↓ —
- ecommerce-funnelominou5/funnel-architect-pluginE-commerce product funnel optimized for physical and digital product sales. Covers product pages, cart optimization, upsells, and post-purchase flows. Best for DTC brands, Shopify stores, and digital product sellers.OtherNo warnings★ 93↓ —
- antislop-humannota-america/forgecat-agent-profilesHuman and accessibility skill for antislop. Contrast, keyboard, focus, and states for real people. Includes the contrast checker.OtherNo warnings★ 93↓ —
- verifying-scenesSummerEngine/summerProve scene work landed: snapshot, diff, screenshots, runtime reads, 3D audits, shot sheets and zooms.OtherReview first★ 91↓ —
- carefulnota-america/forgecat-agent-profilesSafety guardrails for destructive commands. (gstack)OtherNo warnings★ 93↓ —
- gstacknota-america/forgecat-agent-profilesRouter for the gstack skill suite. (gstack)OtherNo warnings★ 93↓ —
evo-lake-factor-attribution
OpenLAIR/OpenSkill
OtherUpdated Sep 10, 2026
From the author
Trains Random Forest to determine feature importances of environmental predictors on water temperature, maps features to categories (Heat/Flow/Wind/Human), and identifies the dominant driving factor category.
Install
npx skills add OpenLAIR/OpenSkill --skill evo-lake-factor-attribution -a claude-code
Installs to .claude/skills/evo-lake-factor-attribution/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Runs bundled scriptsNo network use seenLicence: APACHE-2.0
Safety checks on SKILL.md
- Ships scripts we have not reviewedLow
Why 75
Security85
Provenance64
Maintenance85
Licence100
Adoption34
Files (2)
- SKILL.md
- scripts/utils.py