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Development · Plain language and style rules
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Applies four layers of technical-writing rules to docs, RFCs, readmes, PR descriptions and commit messages so a tired engineer follows them on the first read. | cursor/ | 11k | 10 repos | ~2.4k | Automated safety check: Pass | No licence | today |
| 2 | Builds a Cap feature in an isolated Git worktree with disposable dev resources, verification, a recorded demo and a neutral pull request, started with /building. | CapSoftware/ | 23k | — | ~2.5k | Automated safety check: Warn | Unknown | today |
| 3 | Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review. | KartikLabhshetwar/ | 148 | 4 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 4 | Write or rewrite text in plain, layman-readable English in the spirit of ASD-STE100 Simplified Technical English: short sentences, active voice, simple tenses, one word one meaning, condition before… | ropensci/ | 104 | 3 repos | ~2k | Automated safety check: Pass | MIT | 18 days ago |
| 5 | Refactor code to reduce cyclomatic complexity so it stays readable, maintainable, and aligned with the long-term vision of the codebase, not just optimized for AI comprehension. | saurabhkumar8112/ | 405 | — | ~761 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 6 | A skill your agent uses when a docs page or section has been written or rewritten and is about to be handed over, when the operator says "reader review", "does this read like a human wrote it", "too… | prisma/ | 1.1k | — | ~2.4k | Automated safety check: Pass | No licence | today |
| 7 | Software design philosophy guide based on John Ousterhout's "A Philosophy of Software Design." Use this skill during: code reviews, architecture discussions, API design, module decomposition… | luoling8192/ | 346 | — | ~3.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | Turn a rough bug report, feature request, support note, or pull request into a short, plain-language issue focused on the problem and desired behavior. | every-app/ | 23k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 9 | Sets writing rules for Chinese technical docs: short plain sentences, consistent typography and a checklist for removing AI-sounding filler. | leter/ | 352 | — | ~656 | Automated safety check: Pass | MIT | 16 days ago |
| 10 | Enforces this monorepo's coding style rules by inspecting git diffs, reading .agents/skills/style-checker/references/styleguidance.md, fixing style violations, and reporting the result. | noumena-labs/ | 121 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 20 days ago |
| 11 | 11.Issue Brief Explain a GitHub issue, discussion, or feature request in plain language before deciding whether to build it. | VasiHemanth/ | 377 | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 12 | Reviews and lints Avalonia documentation pages against house style rules, content boundaries, anti-marketing standards, accessibility, and SEO. | AvaloniaUI/ | 166 | — | ~4.6k | Automated safety check: Pass | No licence | yesterday |
| 13 | 13.Dev Rules General coding-style rules to apply to every project. An agent skill from rust-dd/tako. | rust-dd/ | 162 | — | ~810 | Automated safety check: Pass | MIT | 9 days ago |
| 14 | Audit a finished design document for hard-to-read or hard-to-understand paragraphs, then harden the house-style rules so future design docs avoid them. | JetBrains/ | 439 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | A skill your agent uses when asked to explain a topic, codebase, process, or document in a specific output format — plain language or Simplified Technical English (STE, in the style of ASD-STE100… | koolamusic/ | 130 | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 16 | Drafts, revises, and audits reader-first technical and product documentation. | daniel-p-green/ | 117 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 17 | 17.Jgrep Filter text, records, code functions, or complete diff hunks by a plain-English description using Jev. | keltokhy/ | 136 | — | ~1.1k | Automated safety check: Pass | MIT | 11 days ago |
| 18 | 18.Code Review Code quality review — identify patterns, anti-patterns, and improvements. | hardness1020/ | 116 | — | ~301 | Automated safety check: Pass | MIT | 4 mo ago |
| 19 | 19.Agent Style Literature-backed English technical-prose writing rules (agent-style, 21 rules). | pchalasani/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 20 | Socratic coding tutor powered by GitHub Copilot. An agent skill from timothywarner/chatgptclass. | timothywarner/ | 143 | — | ~1.9k | Automated safety check: Pass | Unknown | 21 days ago |
| 21 | Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. | getsentry/ | 1k | 6 repos | ~991 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 22 | Code quality standards, formatting, Python style rules (classes over script-style functions, configuration-field rules), commit conventions, and PR workflow for Agent Kernel development. | yaalalabs/ | 192 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | Simplify and clean up code after changes are complete. An agent skill from meleantonio/ChernyCode. | meleantonio/ | 516 | 1 repo | ~604 | Automated safety check: Pass | No licence | 1 mo ago |
| 24 | Write clear, plain English for developer-facing prose aimed at an international audience. | Fallout-build/ | 167 | — | ~2k | Automated safety check: Pass | Unknown | today |
| 25 | 25.Clean Code Write readable, maintainable code through disciplined naming, small functions, and clean error handling. | jd-solanki/ | 161 | 1 repo | ~3.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 26 | 26.Code Review A skill your agent uses when reviewing a diff or pull request — check correctness, tests, readability, security, and server/client boundaries before approving. | johnku2011/ | 240 | — | ~708 | Automated safety check: Pass | MIT | 1 mo ago |
| 27 | AI DevKit · Analyze and simplify existing implementations to reduce complexity, improve maintainability, and enhance scalability. | codeaholicguy/ | 1.6k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 28 | Follow bocpy commenting and documentation conventions. An agent skill from microsoft/bocpy. | microsoft/ | 201 | — | ~3.3k | Automated safety check: Pass | MIT | 12 days ago |
| 29 | Multi-axis, review-only code review of a diff across six axes — request achievement, correctness, readability/simplicity, architecture, security, and performance — with severity-labelled findings. | HangYu8123/ | 199 | — | ~1.8k | Automated safety check: Pass | No licence | 17 days ago |
| 30 | Style rules for adding CHANGELOG.md entries: short, user-facing bullets grouped by command under the beta section, each linking the command's docs page. | hardisgroupcom/ | 403 | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | today |
| 31 | 31.Brooks Test Test quality review drawing on twelve classic engineering books — with primary focus on xUnit Test Patterns, The Art of Unit Testing, How Google Tests Software, and Working Effectively with Legacy… | hyhmrright/ | 1.5k | 1 repo | ~432 | Automated safety check: Pass | MIT | 5 days ago |
| 32 | Writes and updates Tabler documentation pages in simple English following the repository's page schema, and flags new components that have no docs yet. | tabler/ | 42k | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 33 | Finds real correctness bugs in code changes. An agent skill from getsentry/warden. | getsentry/ | 417 | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 34 | 34.Code Refiner Deep code simplification and refactoring preserving behavior across Python, Go, TypeScript, Rust. | Mathews-Tom/ | 329 | — | ~3.1k | Automated safety check: Pass | MIT | 4 days ago |
| 35 | Review code for any Frappe application — a checklist distilled from years of engineering practice on correctness, security, performance, concurrency, readability, API design, and testing. | frappe/ | 147 | — | ~3.8k | Automated safety check: Pass | No licence | yesterday |
| 36 | 36.Declauding Rewrites model-sounding prose into plain technical writing and checks that every claim survives, for PR text, docs, commit messages and similar drafts. | oaustegard/ | 150 | — | ~5.2k | Automated safety check: Pass | MIT | today |
| 37 | Language-agnostic coding principles for maintainability, readability, and quality. | shinpr/ | 694 | — | ~2.4k | Automated safety check: Pass | MIT | 9 days ago |
| 38 | Explains a pasted code snippet in plain English, returning the detected language, a one-sentence summary, how it works and one practical tip. | mergisi/ | 4k | — | ~283 | Automated safety check: Pass | MIT | 14 days ago |
| 39 | Analyze a software repository at the latest remote main commit and turn its implemented architecture into a citation-backed interactive isometric system map with a legend, selectable infrastructure… | tamdogood/ | 221 | — | ~3k | Automated safety check: Notes | MIT | 1 mo ago |
| 40 | Applies plain language rules to software documentation, architecture explanations, code reviews and technical analysis, following the principles of ISO 24495-3:2026. | GaZmagik/ | 190 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 41 | 41.Prism Split one artifact — a claim, plan, or file — across 2 to 5 independent lenses, one per genuinely distinct failure mode (correctness, security, readability, cost, adversarial-user), and return their… | LilMGenius/ | 1.1k | — | ~773 | Automated safety check: Pass | MIT | 9 days ago |
| 42 | Expert code simplification and refactoring specialist that autonomously enhances code clarity, consistency, and maintainability while preserving exact functionality. | chendongqi/ | 126 | — | ~2.2k | Automated safety check: Pass | No licence | 8 mo ago |
| 43 | Act as a skeptical senior engineer performing a detailed code review of the latest changes on the current branch (or a given PR) — best practices, maintainability, performance, security, and… | matthiasn/ | 1.2k | — | ~2k | Automated safety check: Pass | GPL-3.0 | today |
| 44 | Define backend function design standards for Python services. | AUTO-MAS-Project/ | 711 | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | today |
| 45 | Review a Box documentation draft in docs/user/ or docs/design/ for placement, structure, altitude, readability, terminology, and claim scope, and give a verdict (Ship it, Tighten, or Rethink). | strands-agents/ | 299 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | Style rules for writing commit messages in this project. An agent skill from martin-ueding/geo-activity-playground. | martin-ueding/ | 100 | — | ~178 | Automated safety check: Pass | Unknown | 13 days ago |
| 47 | 47.Explain Code Explain what code does in plain English | AgnosticUI/ | 827 | — | ~507 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 48 | Detects code smells, anti-patterns, and readability issues. An agent skill from shinpr/ai-coding-project-boilerplate. | shinpr/ | 234 | — | ~3.8k | Automated safety check: Notes | MIT | 6 days ago |