Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Files & storage
4,321 results · page 84 of 145
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magpie-newcomer-issue-explainerSkillFiles & storage
Given an open good-first-issue on the configured `<upstream>` repo, explain it in beginner terms and sketch a concrete approach: which files to read first, what "done" looks like, and where to ask follow-up questions — without writing any code or fix. First runs an issue assessment to confirm the is
Ready to connect★ 93
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magpie-pre-first-pr-checkSkillFiles & storage
Run a newcomer-focused pre-flight checklist on a local branch before opening a pull request. Checks CONTRIBUTING conventions, SPDX headers on new files, commit-message shape (including the Generated-by: trailer for AI-assisted work), and the placeholder convention — then returns a structured checkli
Ready to connect★ 93
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magpie-release-keys-syncSkillFiles & storage
Draft the diff that adds the Release Manager's public key to the project's KEYS file (`<keys-file-url>`), emit a paste-ready `svn` (or backend-equivalent) command sequence, remind the RM to upload to the configured keyserver, and validate the key meets the ASF strength floor. Never commits, never ho
Ready to connect★ 93
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magpie-report-framework-issueSkillFiles & storage
Help an adopter or framework developer file a clean, redacted GitHub issue against the Apache Magpie framework repo when a skill, tool, or doc misbehaves. It gathers the problem from the user — never from the raw session transcript — then runs a mandatory public-disclosure scrub before rendering the
Ready to connect★ 93
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magpie-security-issue-import-from-mdSkillFiles & storage
Open one or more `<tracker>` tracking issues from a markdown file containing a batch of security findings. Each finding becomes one tracker landing in the `Needs triage` board column. The file itself is the full report — there is no inbound reporter to reply to and no PR to inspect.
Ready to connect★ 93
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magpie-setup-isolated-setup-verifySkillFiles & storage
Walk the verification checklist for the framework's secure agent setup and report ✓ done / ✗ missing / ⚠ partial for each check, with concrete evidence (file paths, command output, version strings). Covers eight checks across settings wiring, installed tool versions, and sandbox configuration. Read-
Ready to connect★ 93
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magpie-setup-override-upstreamSkillFiles & storage
Walk an adopter through promoting a local `.apache-magpie-overrides/<skill>.md` file into a PR against `apache/magpie`. After the PR merges and the adopter runs `setup upgrade`, the override file is no longer needed and the skill prompts for its removal.
Ready to connect★ 93
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stack-baselineSkillFiles & storage
The pinned default technology stack for SMB Product-Builder products. One source of truth so the architect, app-scaffolder, auth-engineer, and senior-dev never re-decide the stack per build — they build ON it. Covers framework, ORM/DB, auth, UI, payments/email/SMS, files, jobs, testing, hosting, and
Ready to connect★ 93
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well-architectedSkillFiles & storage
6-pillar architecture review framework. Adapted from AWS Well-Architected for use by great_cto's architect agent on every non-nano ARCH document. Forces explicit answers across operational excellence, security, reliability, performance, cost, and sustainability — not just feature design.
Ready to connect★ 93
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documentation-syncSkillFiles & storage
After any significant code change — new feature, API modification, config change, or architectural refactor — run this skill to identify which documentation files are now stale and update them. Keeps docs and code from drifting apart.
Ready to connect★ 92
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evo-acopf-network-parserSkillFiles & storage
Parses Matpower-style network.json files into Python data structures suitable for ACOPF formulation.
Ready to connect★ 91
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evo-bibtex-parserSkillFiles & storage
Parses BibTeX files using bibtexparser 1.4.2 and cleans LaTeX/BibTeX artifacts from fields like title, author, year, DOI, and venue. Produces a normalized list of citation dictionaries ready for verification.
Ready to connect★ 91
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evo-build-diagnosisSkillFiles & storage
Analyzes a Python repository to identify the root causes of build failures, including syntax errors, import errors, test failures, and build configuration issues. Use when diagnosing why a Python project fails to build or pass tests. Scans repository files for syntax errors via ast.parse/compile, pa
Ready to connect★ 91
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evo-clinical-data-cleaningSkillFiles & storage
Utility functions for cleaning raw clinical lab CSV data - handling decimal comma formats, scientific notation normalization, missing value detection, and numeric coercion of mixed-type columns.
Ready to connect★ 91
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evo-crystallography-wyckoff-analysisSkillFiles & storage
Parses CIF files using pymatgen, performs space group symmetry analysis via SpacegroupAnalyzer, and extracts Wyckoff position letters, multiplicities, and representative atom fractional coordinates from the symmetrized structure.
Ready to connect★ 91
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evo-d3v6-stock-visualizationSkillFiles & storage
Generates the complete visualization.js file implementing a D3.js v6 force-simulation bubble chart with sector clustering, an interactive data table, tooltips, legends, and bidirectional click-based highlighting between chart and table.
Ready to connect★ 91
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evo-defect-pipelineSkillFiles & storage
End-to-end pipeline that reads test center log CSVs and product codebook files, orchestrates text normalization and fuzzy matching, and produces structured solution.json output.
Ready to connect★ 91
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evo-dialogue-dotgenSkillFiles & storage
Generates Graphviz DOT visualization files from parsed dialogue graph structures using the graphviz 0.20.3 Python API.
Ready to connect★ 91
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evo-dialogue-outputSkillFiles & storage
Serializes dialogue graph to JSON file and generates Graphviz DOT visualization. Handles UTF-8 encoding, DOT node styling by type, and edge labeling.
Ready to connect★ 91
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evo-document-classify-and-sortSkillFiles & storage
Classifies document text into 5 categories (LLM, trapped_ion_and_qc, black_hole, DNA, music_history) using weighted keyword matching, then moves files into folders.
Ready to connect★ 91
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evo-document-text-extractionSkillFiles & storage
Extracts text from PDF, DOCX, and PPTX files using PyPDF2, pdfplumber, pdftotext CLI, and stdlib zipfile+XML fallbacks.
Ready to connect★ 91
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evo-docx-template-fillerSkillFiles & storage
A utility module for filling Word document templates (.docx) with data from JSON files. Handles split-run-aware text replacement to preserve formatting, traverses all document containers (body, tables, nested tables, headers, footers, text boxes), and processes conditional IF/END_IF blocks by keepin
Ready to connect★ 91
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evo-enterprise-doc-parserSkillFiles & storage
Provides utility functions to discover files recursively in a directory and extract text content from diverse enterprise document formats including DOCX, XLSX, PPTX, PDF, and plain text files. Handles dependency installation, merged cells in Excel, presenter notes in PowerPoint, headers/footers in W
Ready to connect★ 91
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evo-enterprise-qa-pipelineSkillFiles & storage
Orchestrates the end-to-end question-answering pipeline for enterprise Slack data. Parses malformed question.txt files, searches extracted document text for answers (employee IDs, URLs, team member names), tracks token consumption, and writes the final answer.json output.
Ready to connect★ 91
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evo-excel-data-extractionSkillFiles & storage
Utilities for exploring and extracting data from complex, multi-sheet Excel workbooks with irregular formatting. Provides functions to discover sheet structure, locate gold prices in IMF data, and extract country reserve data.
Ready to connect★ 91
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evo-excel-match-analyzerSkillFiles & storage
Scores dice games and compares paired matches between players. Loads Excel dice roll data, computes scores using 6 scoring categories (high_and_often, summation, highs_and_lows, only_two_numbers, all_the_numbers, ordered_subset_of_four), finds optimal game scores by pairing different categories acro
Ready to connect★ 91
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evo-fjsp-data-ioSkillFiles & storage
Parses FJSP instance, downtime, policy, baseline files and exports solutions to JSON/CSV.
Ready to connect★ 91
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evo-flink-session-jobSkillFiles & storage
Implement Flink jobs for Google Cluster Data analysis, specifically session-based analysis of task events. Handles parsing Google Cluster Data v2 CSV formats, session window computation on task SUBMIT events, and job completion filtering. Use for any task involving Flink + Google cluster trace data
Ready to connect★ 91
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evo-flood-risk-analysisSkillFiles & storage
Detects flooding events at USGS streamgages by fetching instantaneous (15-min) gage height data, computing daily maximums, and comparing against NWS flood stage thresholds from the official NWS All Gauges Report. Outputs a CSV of stations with flood days.
Ready to connect★ 91
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evo-fuzz-env-runnerSkillFiles & storage
Sets up Python virtual environments using uv for each library, installs dependencies from project configuration files, and executes the fuzzer for a specified duration with proper log redirection.
Ready to connect★ 91
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
53,585 of the 54,017 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.