Opik Documentation Patterns
comet-ml/opik
Rules for writing PR descriptions, changelog entries and feature documentation in the Opik repository, including the exact headings that CI requires.
A skill your agent uses when writing or substantively editing user-facing documentation: drafting a new page, rewriting or restructuring an existing one, adding a major section, or turning…
$ npx skills add stacklok/mecatl --skill tech-writer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install stacklok/mecatl tech-writer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/stacklok/mecatl.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/tech-writer .claude/skills/tech-writer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "tech-writer" agent skill from https://github.com/stacklok/mecatl/tree/main/.claude/skills/tech-writer into .claude/skills/tech-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-writer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/stacklok/mecatl/tree/main/.claude/skills/tech-writerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add stacklok/mecatl --skill tech-writer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install stacklok/mecatl tech-writer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/stacklok/mecatl.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/tech-writer .agents/skills/tech-writer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tech-writer" agent skill from https://github.com/stacklok/mecatl/tree/main/.claude/skills/tech-writer into .agents/skills/tech-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-writer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add stacklok/mecatl --skill tech-writer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install stacklok/mecatl tech-writer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/stacklok/mecatl.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/tech-writer .cursor/skills/tech-writer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "tech-writer" agent skill from https://github.com/stacklok/mecatl/tree/main/.claude/skills/tech-writer into .cursor/skills/tech-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-writer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/stacklok/mecatl.git --path .claude/skills/tech-writer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add stacklok/mecatl --skill tech-writer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install stacklok/mecatl tech-writer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/stacklok/mecatl.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/tech-writer .gemini/skills/tech-writer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "tech-writer" agent skill from https://github.com/stacklok/mecatl/tree/main/.claude/skills/tech-writer into .gemini/skills/tech-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-writer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install stacklok/mecatl tech-writerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add stacklok/mecatl --skill tech-writer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/stacklok/mecatl.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/tech-writer .github/skills/tech-writer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "tech-writer" agent skill from https://github.com/stacklok/mecatl/tree/main/.claude/skills/tech-writer into .github/skills/tech-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-writer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add stacklok/mecatl --skill tech-writer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install stacklok/mecatl tech-writer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/stacklok/mecatl.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/tech-writer .opencode/skills/tech-writer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "tech-writer" agent skill from https://github.com/stacklok/mecatl/tree/main/.claude/skills/tech-writer into .opencode/skills/tech-writer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tech-writer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
tech-writerA skill your agent uses when writing or substantively editing user-facing documentation: drafting a new page, rewriting or restructuring an existing one, adding a major section, or turning…
Tech Writer is an agent skill from stacklok/mecatl. Use when writing or substantively editing user-facing documentation: drafting a new page, rewriting or restructuring an existing one, adding a major section, or turning engineering material (PR descriptions, specs, release notes, rough notes) into docs. Writes clear, focused technical documentation following the Diataxis framework and Mecatl's canonical style guide. Use it even when the request doesn't mention writing quality; it governs how documentation gets written. Not for editorial review of finished work.
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `references/anti-patterns.md`, `references/explanation.md` and `references/how-to-guides.md`).
It sits in Development, covering Technical documentation, Pull requests and Copy editing and proofreading. The repository describes itself as: Open source agent harness, built from the ground up for cloud-native production workloads on infrastructure you control. Run the same provider-agnostic loop locally, remotely, or… The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit dcf1ea4. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Tech Writer loads about 2.2k tokens when it runs, and up to ~7.5k if it reads all its reference files. Until then it costs about 132 tokens; SKILL.md has 1,031 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from stacklok/mecatl at commit dcf1ea4, republished under its Apache-2.0 licence (© stacklok). 1,031 words, ~2,176 tokens.
.claude/skills/tech-writer/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Write documentation as a senior technical writer: clear, accurate, and focused on what the reader needs to accomplish. Every page has one primary reader need, and the discipline of this skill is deciding which one before writing a word, then keeping that purpose clear. Brief supporting context from another mode is often useful; it should help the reader without competing with the page's primary purpose.
Everything in this skill and its references is guidelines, not rules. Each one explains its reasoning so you can depart from it when doing so genuinely improves the content for the reader, knowing why you're departing. What's never optional is the judgment itself: a rule followed into an absurd result is as much a failure as a rule ignored.
Don't duplicate guidance; read it from where it lives:
references/ provide Diataxis discipline and
write-time anti-patterns.user-docs/_README.md. Diataxis determines the page's mode, not its directory: use the terminal-client, operator, or builder journey that owns the task; shared capability behavior stays in features/, and exact contracts stay in reference/. For contributor documentation, use the owning architecture topic from docs/READING.md. Update that owner; do not append the same feature narrative to several pages. Create a page only for a distinct reader need.Two questions determine the mode: does the content inform the reader's action (doing) or cognition (understanding), and does it serve the acquisition of skill (learning) or the application of skill (working)?
| Content... | ...serves skill... | Mode | It is... |
|---|---|---|---|
| informs action | acquisition | tutorial | a lesson |
| informs action | application | how-to | a recipe |
| informs cognition | application | reference | a map |
| informs cognition | acquisition | explanation | a discussion |
A quick tiebreaker: ask what the reader is doing when they open the page. Learning by following along means tutorial. Getting a real task done means how-to guide. Looking something up means reference. Trying to understand why or how something works means explanation.
| When you are... | Read |
|---|---|
| Writing or editing a tutorial or quickstart | Tutorials |
| Writing or editing a how-to guide | How-to guides |
| Writing or editing reference material | Reference |
| Writing or editing concept/explanation content | Explanation |
| Drafting anything (always, before self-check) | Write-time anti-patterns |
| Checking style, structure, or terminology | Style guide |
Before presenting a draft, verify:
<ALL_CAPS> placeholders for reader-supplied values, reserved domains (example.com) in URLs.title, a reader-focused description whose first 70 characters stand alone, and an explicit matching H1, as required by the authoring contract.© stacklok, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (references) in .claude/skills/tech-writer of stacklok/mecatl.
Open the folder on GitHubat commit dcf1ea4
Tech Writer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Tech Writer this skillstacklok/mecatl | 241 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Opik Documentation Patternscomet-ml/opik | 22k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Technical Writingfrappe/skills | 146 | — | ~1.1k | Automated safety check: Pass | None | |
| Maintain DisCatSharpAiko-IT-Systems/DisCatSharp | 140 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Writingagentic-community/mcp-gateway-registry | 964 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| Vibe Slop Filterash1794/vibe-engineering | 163 | — | ~2.3k | Automated safety check: Pass | MIT |
comet-ml/opik
Rules for writing PR descriptions, changelog entries and feature documentation in the Opik repository, including the exact headings that CI requires.
frappe/skills
Write prose in "Simplified Technical English". An agent skill from frappe/skills.
Aiko-IT-Systems/DisCatSharp
Guides changes to the DisCatSharp C# Discord library: tracing a payload field through parsing, serialization and caches, then validating across target frameworks.
agentic-community/mcp-gateway-registry
Write prose people will actually read. An agent skill from agentic-community/mcp-gateway-registry.
ash1794/vibe-engineering
Strips AI-generation "smell" from prose before it ships (READMEs, docs, release notes, PR descriptions, posts, emails).
stylelint-stylistic/stylelint-stylistic
Write a commit body, a changelog entry, a PR body, an issue comment or a code comment so that no sentence in it is a claim nobody ran.
stacklok/mecatl
Interviews you about provider, cost, openness and image needs, then designs the models section of a mecatl settings file with aliases, slots and router categories.
stacklok/mecatl
Runs mecatl's offline benchmark and scenario harness to measure, profile with pprof, optimize and prove a performance win with benchstat, then adds a regression benchmark.
stacklok/mecatl
Cuts a tagged mecatl release by dispatching the release-PR workflow, merging the bot's pull request and verifying the tag, images, Helm chart, signed archives and Homebrew formula.
stacklok/mecatl
Designs, validates and writes the learning section of a mecatl settings file, covering mode, sensitivity, reflection budgets and validated or evaluated activation.
stacklok/mecatl
Guides reading mecatl's perf MCP data to find why a running harness is slow, leaking goroutines or growing in memory, using cheap reads before any CPU capture.
stacklok/mecatl
Rebuilds the mecak8s image into the local mecatl-dev Kind cluster and builds mecatui, so you can try in-progress mecatl changes against a real Kubernetes deployment.
Categories
A skill your agent uses when writing or substantively editing user-facing documentation: drafting a new page, rewriting or restructuring an existing one, adding a major section, or turning…. Tech Writer is an agent skill from stacklok/mecatl. Use when writing or substantively editing user-facing documentation: drafting a new page, rewriting or restructuring an existing one, adding a major section, or turning engineering material (PR descriptions, specs, release notes, rough notes) into docs.
Tech Writer fits situations like: substantively editing user-facing documentation: drafting a new page; restructuring an existing one; adding a major section; turning engineering material (PR descriptions.
Run `npx skills add stacklok/mecatl --skill tech-writer -a claude-code`. Or copy the skill folder (.claude/skills/tech-writer in stacklok/mecatl) into .claude/skills/tech-writer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add stacklok/mecatl --skill tech-writer -a codex`. Or copy the skill folder (.claude/skills/tech-writer in stacklok/mecatl) into .agents/skills/tech-writer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add stacklok/mecatl --skill tech-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tech-writer, .gemini/skills/tech-writer, .github/skills/tech-writer and .opencode/skills/tech-writer in your project.
SKILL.md names no scripts, command-line tools or credentials: Tech Writer is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Tech Writer is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 8.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Tech Writer: Opik Documentation Patterns (comet-ml/opik, 22k stars), Technical Writing (frappe/skills, 146 stars), Maintain DisCatSharp (Aiko-IT-Systems/DisCatSharp, 140 stars) and Writing (agentic-community/mcp-gateway-registry, 964 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
stacklok (a GitHub organization) maintains it in stacklok/mecatl, which has 241 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 8, 2026.
Source: stacklok/mecatl on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.