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/skill-writer

@5a64b36 official
by Sentrygetsentry/skills1k stars
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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, precision passes, authoring, registration, and validation.

Use this Skill: https://skilld.dev/gh/getsentry/skills/skill-writer

This session only. Nothing lands on disk.

referencesspec-template.md

≈554 tokens on demand. Your agent reads this file only when SKILL.md points to it.

SPEC.md Template

Use this guide to create or update a root-level SPEC.md.

Use SPEC.md For

  • intent
  • scope
  • trigger context
  • evidence model
  • validation expectations
  • limitations
  • maintenance rules

Do not put runtime instructions or full provenance tables here.

Update SPEC.md When

  • intent or scope changes
  • trigger strategy changes
  • evidence sources or storage policy changes
  • reference architecture changes
  • validation gates change
  • privacy, security, or data-handling assumptions change

For tiny wording-only fixes, update SOURCES.md changelog instead.

Relationship To Other Files

File Purpose
SKILL.md runtime activation and execution
SPEC.md maintenance contract
SOURCES.md source inventory, decisions, gaps, changelog
references/ runtime-loadable depth
references/evidence/ persistent iteration examples

Template

# <Skill Name> Specification

## Intent

<1-2 short paragraphs>

## Scope

In scope:
- ...

Out of scope:
- ...

## Users And Trigger Context

- Primary users:
- Common user requests:
- Should not trigger for:

## Runtime Contract

- Required first actions:
- Required outputs:
- Non-negotiable constraints:
- Expected bundled files loaded at runtime:

## Source And Evidence Model

Authoritative sources:
- ...

Useful improvement sources:
- positive examples:
- negative examples:
- commit logs/changelogs:
- issue or PR feedback:
- validation results:

Data that must not be stored:
- secrets
- customer data
- private URLs or identifiers not needed for reproduction

## Reference Architecture

- `SKILL.md` contains:
- `references/` contains:
- `references/evidence/` contains:
- `scripts/` contains:
- `assets/` contains:

## Validation

- Lightweight validation:
- Deeper validation:
- Holdout examples:
- Acceptance gates:

## Known Limitations

- ...

## Maintenance Notes

- When to update `SKILL.md`:
- When to update `SOURCES.md`:
- When to update `references/evidence/`:

Design Rules

  1. Keep SPEC.md concise.
  2. Link to SOURCES.md or refs instead of duplicating them.
  3. Keep raw examples in references/evidence/.
  4. Keep sensitive data redacted.

Source: SKILL.md on GitHub

No alerts17d5 checks · Risk SAFE
  • Gen Agent Trust Hub17d

    The skill is a comprehensive meta-router and workflow guide for creating, updating, and evaluating agent skills. It includes a helper python script for structural validation and standard markdown templates, presenting no security risks.

  • Socket17d

    No alerts

  • Snyk17d

    Risk: LOW · No issues

  • Runlayer6mo

    5/19 files flagged

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at 5a64b36. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub yesterday.

Activeupdated 3 months ago
  • Documentation
  • skill-authoring
  • workflow
  • specification
  • synthesis
  • iteration
  • validation
  • prompt-engineering
  • agent-skills

README badge

README badge for getsentry/skills/skill-writer

Guides AI agents through a structured workflow for creating, updating, and iterating on agent skills—instruction files that extend AI coding capabilities. Includes reference files for synthesis, authoring, validation, and skill registration following the Agent Skills specification.

Generated from the current SKILL.md.

Does this skill help me write skills for Claude, or does it help Claude write skills?
This skill is loaded into Claude or another AI coding agent. It provides the agent with a standardized workflow, reference files, and decision trees for creating, updating, and iterating on skills that other agents can use.
What's the difference between create, update, synthesize, and iterate modes?
Create starts from scratch. Update modifies an existing skill. Synthesize gathers and structures source material before authoring. Iterate improves a skill based on positive, negative, or fix examples.
Do I need to read all the reference files?
No. The skill uses a step-by-step workflow that loads only the specific reference files needed for your operation. Start with mode-selection.md to determine your path, then load only the files it directs you to.
Can I use this skill to write skills for other AI providers, or only Claude?
The skill supports both provider-agnostic skills and Claude-specific mechanics. Provider-specific references are optional; the core workflow and execution shapes are portable across agents.
What does a completed skill output look like?
A skill consists of a SKILL.md file (the runtime router), optional focused reference files under references/, a SPEC.md for the maintenance contract, and optional scripts or templates. The skill-writer guides you through all artifact types and decides what belongs in each.

Generated from the current SKILL.md. These answers refresh after source changes.