Plain language and style rules

Applies plain language rules to software documentation, architecture explanations, code reviews and technical analysis, following the principles of ISO 24495-3:2026.

GaZmagik/iso-24495

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/paperthin

Plain language, WCAG 2.2 cognitive criteria, COGA guidance and auth UX.

Community-Access/accessibility-agents

Assess designs, public interfaces, state ownership, readability, and refactor proposals when the task calls for design review or structural simplification; not for unrelated routine edits.

openclaw/openclaw-enterprise

Turn a plain-English description ("a node that runs on the kernel and does XGBoost predictions", "a node that trims whitespace", "an ML clustering node") into a correct single-file Flowfile custom…

Edwardvaneechoud/Flowfile

Rewrites docs, READMEs, issues, comments or UI text in plain Global English that translates well and still sounds native, keeping every fact intact.

vinta/hal-9000

Routine client correspondence from templates — appointment confirmations, document requests, brief "we filed it" updates.

anthropics/claude-for-legal

Shapes agent replies, task reports and summaries to lead with the conclusion, then evidence, risk and one concrete next step, asking questions only when answers change the outcome.

Galaxy-Dawn/claude-scholar

Expert code simplification and refactoring specialist that autonomously enhances code clarity, consistency, and maintainability while preserving exact functionality.

chendongqi/OPB-Skills

Keeps an agent's chat replies and reports short by cutting filler and narration while leaving code, commands, paths, errors and numbers untouched.

Yeachan-Heo/oh-my-claudecode

Review user journeys, public content, and codebases for potentially relevant EU AI Act provisions, with exact official citations, evidence gaps, application dates, and plain-language next actions.

bencium/bencium-marketplace

Plain language applied to source code (ISO 24495-1:2023 principles).

GaZmagik/iso-24495

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/lotti

Prevent AI style drift on legacy projects by scanning the codebase for implicit conventions, resolving conflicts with the operator one at a time, and writing an enforceable .ai-style-rules.md…

affaan-m/ECC

A skill your agent uses when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated…

sickn33/agentic-awesome-skills

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/box

Define backend function design standards for Python services.

AUTO-MAS-Project/AUTO-MAS

Case status summary by audience — client-facing (plain language), internal (for the professor), or court-ready (formal caption format per local rules).

anthropics/claude-for-legal

Plan standalone — populates the Eval Suite Planning & Logging Template from an Agent Vision or plain-English agent description.

microsoft/eval-guide

Orient a non-coder to this project's Agentsmith harness — fires on "what is this harness?", "what are my rules?", "which profile am I on?", "what do I type next?".

PromptPartner/agentsmith

A skill your agent uses when the user's product is built (or nearly built) and they want to get it live and accessible to customers.

BuildGreatProducts/builder-os

Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths.

yunshenwuchuxun/latex-paper-skills

Style rules for writing commit messages in this project. An agent skill from martin-ueding/geo-activity-playground.

martin-ueding/geo-activity-playground

Ensure WCAG AA accessibility and readability. An agent skill from gnurio/refactoring-ui-plugin.

gnurio/refactoring-ui-plugin

Explain what code does in plain English

AgnosticUI/agnosticui

Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language interpretation.

zebbern/claude-code-guide

Detects code smells, anti-patterns, and readability issues. An agent skill from shinpr/ai-coding-project-boilerplate.

shinpr/ai-coding-project-boilerplate

Search the web and read page content using native pi tools — DuckDuckGo search results, web page fetching, and Mozilla Readability extraction.

emanuelcasco/pi-mono-extensions

Choose the appropriate CausalPy experiment class from a causal or impact question, data structure, treatment assignment, and identification assumptions.

pymc-labs/CausalPy

Create clear, actionable GitHub issues for bugs, features, and improvements.

latitude-dev/latitude-llm

Turn a guardian's plain-language automation into a runnable Rome workflow app, in one conversation.

rome-os/rome

Answer general or cross-domain questions with a non-pleasing rational mode: adversarial red-team and blue-team expert analysis, mutually exclusive conclusions, up to five debate rounds, saved…

digoal/blog

Produce a standalone test plan by analyzing code for test coverage gaps and edge cases.

testdouble/han

Add documentation with (doc) tags to Malloy models so fields and sources are described in plain language.

malloydata/publisher

Hold every response to the ISO 24495 plain-language rules, and route to the sector skills.

GaZmagik/iso-24495

Update runbook for a self-hosted CodFlow install — an AI agent following it fetches the latest code from the CodFlow GitHub repo, merges it into an EXISTING checkout, syncs the gitignored…

bighadj22/codflow

Use a repo-root .editorconfig to configure free .NET analyzer and style rules.

managedcode/Storage

Plain-English translation layer for non-technical Copilot CLI users.

github/awesome-copilot

Takes your raw campaign performance data and writes the executive summary paragraph that goes at the top of the report.

irinabuht12-oss/marketing-skills

Generates a plain English summary of everything that happened across all your accounts this week.

irinabuht12-oss/marketing-skills

Expert in documentation structure, cohesion, flow, audience targeting, and information architecture.

cin12211/orca-q

A skill your agent uses when converting a PDF into another format such as Markdown, HTML, text, JSON, DOCX, or structured notes and the agent must choose the best extraction route, settings, and…

sickn33/agentic-awesome-skills

Audits and improves GitHub repository quality — README structure, community health files, .github directory setup, issue/PR templates, metadata, releases, and branch hygiene.

jdevalk/skills

Simplify and refine recently modified code for clarity and consistency.

brianlovin/agent-config

Import a Rome skill from a URL, a pasted SKILL.md, or a plain-language description — validate it against Rome's frontmatter parser, preview the final file, and install it into the user-skills…

rome-os/rome

Apply clear-writing standards to any prose the agent produces - READMEs, docs, UI copy, error messages, commit and PR text, release notes.

rohitg00/pro-workflow

Builds, tests, packages, and prepares Chrome extensions for store launch from a plain-language idea; use for new extensions, fixes, releases, and submission recovery.

sickn33/agentic-awesome-skills

A skill your agent uses when CrossFrame Suite routes explicit Chinese teaching of CrossFrame concepts, misreading boundaries, plain-language examples, signals, or exercises.

sickn33/agentic-awesome-skills