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Add ax-extract-workflow skill - #529

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Andrew1326 merged 2 commits into
TerminalSkills:mainfrom
Necmttn:add-skill/ax-extract-workflow
Jun 26, 2026
Merged

Add ax-extract-workflow skill#529
Andrew1326 merged 2 commits into
TerminalSkills:mainfrom
Necmttn:add-skill/ax-extract-workflow

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@Necmttn

@Necmttn Necmttn commented Jun 20, 2026

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Add Skill: ax-extract-workflow

Checklist

Before submitting, ensure your skill meets these requirements:

Frontmatter (SKILL.md YAML header)

  • name — Lowercase kebab-case only (a-z, 0-9, -), max 64 chars
  • description — States WHAT it does and WHEN to use it, includes trigger words, max 1024 chars, third person
  • license — Present
  • compatibility — Concrete system requirements
  • metadata.author — GitHub username
  • metadata.version — Semantic version
  • metadata.category — Allowed category
  • metadata.tags — Array of 3-5 relevant tags

Body Sections

  • Overview — 2-3 sentence summary
  • Instructions — Step-by-step actionable workflow
  • Examples — At least 2 concrete input/output examples
  • Guidelines — Best practices, edge cases, error handling

Quality

  • Under 300 lines total
  • Instructions are specific enough that an AI agent can follow them without guessing
  • Works cross-platform; requires local ax data rather than a proprietary hosted API
  • Solves a recurring developer problem: reconstructing how a shipped result happened

Files

  • skills/ax-extract-workflow/SKILL.md added
  • Use-case article added in use-cases/ (optional but recommended)

Which use case does this skill serve?

Developers using ax often need to answer "how did this ship?" after a feature, demo, PR, or incident fix. This skill reconstructs the workflow from local ax sessions, recall results, commits, skill usage, and subagent traces so the recipe can be repeated.

Example usage

What made the live ingest dashboard fix work?

The skill resolves the relevant commit or date window, inspects nearby ax sessions, expands central subagents when needed, and returns an ordered reconstruction with decisions and evidence.

Category

productivity

Additional context

This PR also updates the README catalog row and regenerates skills/index.json with node scripts/generate-index.js.

Local checks run: node scripts/generate-index.js, git diff --cached --check, and a structural validation for the new skill, index entry, and README row.


Generated with ax.

Necmttn and others added 2 commits June 20, 2026 19:17
Add reconstruct-how-a-feature-shipped use case (problem-first guide) and
the validator _scores.json sidecar (quality 83, security SAFE, impact 5.8x;
ollama gpt-oss:20b-64k).
@Andrew1326
Andrew1326 merged commit 298d7be into TerminalSkills:main Jun 26, 2026
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2 participants