Official agent skill

Skill Writer

by getsentry in getsentry/warden

Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.

OfficialCustom licenceAuto-check passedAgent Workflows

Install Skill Writer

skills CLI
$ npx skills add getsentry/warden --skill skill-writer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install getsentry/warden skill-writer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/getsentry/warden.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/warden/src/internal-skills/skill-writer .claude/skills/skill-writer && rm -rf skills-src

Use ~/.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/

Facts

Skill name
skill-writer
GitHub stars
414
Used in
1 other repo
Token cost
~2.5k tokens
SKILL.md length
1,039 words
Files
48 (incl. scripts, references)
Skills in repo
8
Repo updated
First seen
Licence
Custom licence

At a glance

Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.

  • Works in 7 steps: Resolve target, path, and shape → Run synthesis when needed → Run iteration first when improving from… → …
  • Asked to create a skill
  • SKILL.md covers Core Workflow References, Artifact Layout References, Workflow Mechanic References and Claude Code References, plus 9 more sections
  • Synthesize sources into a skill

What it does

Skill Writer is an agent skill from getsentry/warden, published by the product's own GitHub organization. Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Use when asked to "create a skill", "write a skill", "synthesize sources into a skill", "improve a skill from positive/negative examples", "update a skill", or "maintain skill docs and registration". Handles source capture, depth gates, authoring, registration, and validation.

Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 50 other files, including scripts and reference files (for example `EVAL.md`, `SOURCES.md` and `SPEC.md`).

It sits in Agent Workflows, covering Skill authoring. The repository describes itself as: Your code is under new management. Agents that review your code.

When your agent uses it

  • Asked to create a skill
  • Synthesize sources into a skill
  • Improve a skill from positive/negative examples
  • Maintain skill docs and registration

Example prompts

  • “create a skill”
  • “write a skill”
  • “synthesize sources into a skill”
  • “/skill-writer”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Resolve target, path, and shape
  2. Run synthesis when needed
  3. Run iteration first when improving from outcomes/examples
  4. Author or update skill artifacts
  5. Optimize description quality
  6. Evaluate only when needed
  7. Register and validate

What it can do on your machine

Read from SKILL.md and the folder at commit 1ee135e. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 1 file in scripts/, which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skill Writer loads about 2.5k tokens when it runs, and up to ~19k if it reads all its reference files. Until then it costs about 97 tokens; SKILL.md has 1,039 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~97
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~19k

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.

Safety

Auto-check passed

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); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,039 words (~2,481 tokens).

“Use this as the single canonical workflow for skill creation and improvement. Primary success condition: maximize high-value input coverage before authoring while minimizing wasted runtime tokens.”

— opening of SKILL.md by getsentry, Custom licence
name
skill-writer

Read the full SKILL.md on GitHub

Files

SKILL.md and 47 other files (scripts, references) in packages/warden/src/internal-skills/skill-writer of getsentry/warden.

  • SKILL.md
  • EVAL.md
  • SOURCES.md
  • SPEC.md
  • references/artifact-layouts/argument-driven-skill-layout.md
  • references/artifact-layouts/asset-template-skill-layout.md
  • references/artifact-layouts/inline-skill-layout.md
  • references/artifact-layouts/reference-backed-skill-layout.md
  • references/artifact-layouts/script-backed-skill-layout.md
  • references/authoring-path.md
  • references/claude-code/argument-substitutions.md
  • references/claude-code/dynamic-context.md
  • references/claude-code/frontmatter-and-invocation.md
  • references/claude-code/hook-backed-skills.md
  • references/claude-code/subagent-fork-skills.md
  • references/description-optimization.md
  • references/design-principles.md
  • references/evaluation-path.md
  • … and 30 more

Open the folder on GitHubat commit 1ee135e

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in getsentry/warden, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Skill 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 Writer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Writer this skillgetsentry/warden4141 repos~2.5kAutomated safety check: PassCustom licence
Skill CreatorAzure/azqr79489 repos~8.2kAutomated safety check: PassApache-2.0
Claude Code Skill Developer Guidediet103/claude-code-infrastructure-showcase10k10 repos~3.5kAutomated safety check: PassMIT
Darwin Skill Optimizeralchaincyf/darwin-skill6.2k1 repos~4.7kAutomated safety check: PassMIT
Claude Code Command Developmentanthropics/claude-plugins-official37k10 repos~4.8kAutomated safety check: PassApache-2.0
Claude Code Plugin Structureanthropics/claude-plugins-official37k10 repos~3.4kAutomated safety check: PassApache-2.0

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Categories

Questions about Skill Writer

What does Skill Writer do?

Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Skill Writer is an agent skill from getsentry/warden, published by the product's own GitHub organization. Create, synthesize, and iteratively improve agent skills following the Agent Skills specification.

When should I use Skill Writer?

Skill Writer fits situations like: asked to create a skill; synthesize sources into a skill; improve a skill from positive/negative examples; maintain skill docs and registration.

How do I install Skill Writer in Claude Code?

Run `npx skills add getsentry/warden --skill skill-writer -a claude-code`. Or copy the skill folder (packages/warden/src/internal-skills/skill-writer in getsentry/warden) into .claude/skills/skill-writer in your project. Claude Code loads it when a task matches its description.

How do I install Skill Writer in Codex?

Run `npx skills add getsentry/warden --skill skill-writer -a codex`. Or copy the skill folder (packages/warden/src/internal-skills/skill-writer in getsentry/warden) into .agents/skills/skill-writer in your project. Codex loads it when a task matches its description.

Can I use Skill Writer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add getsentry/warden --skill skill-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/skill-writer, .gemini/skills/skill-writer, .github/skills/skill-writer and .opencode/skills/skill-writer in your project.

What does Skill Writer need to run?

SKILL.md names no scripts, command-line tools or credentials: Skill Writer is instructions for the agent only.

Does Skill Writer access the network?

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.

Is Skill Writer safe to install?

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Skill Writer use?

Skill Writer has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Skill Writer use?

About 2.5k tokens (SKILL.md is roughly 9.9k 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 17k tokens, read only when the agent opens those files.

What are the alternatives to Skill Writer?

Skills that share tags, products or a category with Skill Writer: Skill Creator (Azure/azqr, 794 stars), Claude Code Skill Developer Guide (diet103/claude-code-infrastructure-showcase, 10k stars), Darwin Skill Optimizer (alchaincyf/darwin-skill, 6.2k stars) and Claude Code Command Development (anthropics/claude-plugins-official, 37k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Writer?

getsentry (a GitHub organization, an official publisher) maintains it in getsentry/warden, which has 414 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 30, 2026.

Source: getsentry/warden on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.