ax-extract-workflow agent skill by Necmttn
Reconstructs the workflow behind a past artifact by using ax to find relevant sessions and narrate the ordered skill arcs that produced it.
At a glance
| Publisher | Necmttn |
|---|---|
| Repository | Necmttn/ax (11 listed skills) |
| Category | AI Agents and LLM Engineering |
| License | AGPL-3.0 |
| Last commit | October 7, 2026 (repository) |
| SKILL.md | 111 lines, 669 words |
| Bundled files | 1 file |
| Quality score | 84/100 · B Passes all seven graded checks |
| Security scan | Not scanned |
| README badge | Get the badges for this listing |
Before you install
Read from the skill's files at the directory's October 22, 2026 snapshot: what ships with it, what its code reads, and the terms it is published under.
- Bundled scripts: none.
- License: AGPL-3.0, an open-source or open-content license.
Install ax-extract-workflow
The skills CLI works with Claude Code, Codex, Cursor and other agents; the other routes copy the folder by hand.
npx skills add https://github.com/Necmttn/ax/tree/main/skills/ax-extract-workflowtmp="$(mktemp -d)"
git clone --depth 1 https://github.com/Necmttn/ax.git "$tmp/repo"
mkdir -p .claude/skills
cp -R "$tmp/repo/"skills/ax-extract-workflow .claude/skills/
rm -rf "$tmp"tmp="$(mktemp -d)"
git clone --depth 1 https://github.com/Necmttn/ax.git "$tmp/repo"
mkdir -p .agents/skills
cp -R "$tmp/repo/"skills/ax-extract-workflow .agents/skills/
rm -rf "$tmp"For a user-level install, copy the folder to ~/.claude/skills/ (Claude Code) or ~/.agents/skills/ (Codex). Inside Codex, $skill-installer can also fetch a skill from GitHub. New to skills? Read How to install agent skills in Claude Code, Codex and Cursor.
Necmttn/ax is third-party code. Read SKILL.md and any bundled scripts before you install it.
How the author describes it
Reconstruct the workflow behind a past artifact - "what made X work" / "extract workflow from <date|sha>" / "how did we ship Y". Uses ax to find the relevant sessions and narrate the ordered skill arcs that produced the result. Triggers on "what made X work", "how did we build Y", "extract workflow from <date>", "extract workflow from <sha>", "what was the workflow around <topic>", "show me how I shipped <feature>", "reconstruct the recipe for <artifact>". Do NOT fire on generic "show recent activity" - this skill is for reconstructing the workflow behind a specific artifact.
From the description field of SKILL.md. Agents read this line to decide when to load the skill.
Sections in SKILL.md
- When to fire
- Step 1 - resolve the anchor
- Step 2 - window the sessions
- Step 3 - inspect each session
- Step 4 - narrate
- 4a. Ordered skill arc
- 4b. Key decisions
- 4c. Reproducer brief (optional, if user asks)
- When to recommend ax skills classify
- Output contract
Files in the skill folder
SKILL.md
Suede Skill Check: 84/100 · B
Report snapshot · · graded-v2
The rubric totals 100 points; published scores are capped at 99. Security scan: not scanned.
Source revision: fca259c0f7ac. Report version fb9e40d125bc. Badge URLs follow the latest listing; save the report to keep this version.
Download report · Request a fresh review
What to review next
- Boundary clause: 0 of 4 points. 4 when the description says when not to use the skill (“Not for …”, “Do not use …”, “Use … instead”).
- Reference files: 0 of 3 points. 3 when the skill folder ships a references/, reference/ or docs/ folder.
- Bundled scripts: 0 of 2 points. 2 when the skill folder ships a scripts/ folder.
Add declarations and bundled files when they describe the skill’s actual needs. Update the source, then request a fresh review with the changed commit or PR.
ax-extract-workflow passes the required frontmatter check and all seven graded checks, which cover the SKILL.md format, a declared license and a commit in the last year. Those checks earn 56 of the score’s points; the rest come from description quality, instruction depth, bundled files, maintenance and curated-list citations. How the score works.
See the checks and points
| Check | Result |
|---|---|
| Frontmatter parses and declares a name and a description | Pass |
| Name uses lowercase letters, digits and hyphens, 64 characters or fewer | Pass |
| Name matches the skill's folder name | Pass |
| Description is between 50 and 1,024 characters | Pass |
| Description says when an agent should use the skill | Pass |
| SKILL.md body is 500 lines or fewer | Pass |
| A license is declared in the frontmatter or the repository | Pass |
| Repository has a commit in the last 12 months | Pass |
| Score component | Points |
|---|---|
| Structural checks | 56 of 56 |
| Description length | 5 of 5 |
| Boundary clause | 0 of 4 |
| Example request | 3 of 3 |
| Instruction depth | 7 of 7 |
| Reference files | 0 of 3 |
| Bundled scripts | 0 of 2 |
| Recent maintenance | 9 of 9 |
| Curated-list citations | 4 of 7 |
| Tool permissions declared | 0 of 2 |
| Compatibility declared | 0 of 2 |
Two badges for ax-extract-workflow
Choose the numeric badge, the letter badge, or both. Each links to this skill’s Suede AI listing; either valid linked badge can qualify for the feature offer.
[](https://suedeai.directory/necmttn/ax/ax-extract-workflow/)
[](https://suedeai.directory/necmttn/ax/ax-extract-workflow/)<a href="https://suedeai.directory/necmttn/ax/ax-extract-workflow/"><img src="https://suedeai.directory/necmttn/ax/ax-extract-workflow/score.svg" alt="Suede Skill Check: 84/100" width="160" height="175"></a>
<a href="https://suedeai.directory/necmttn/ax/ax-extract-workflow/"><img src="https://suedeai.directory/necmttn/ax/ax-extract-workflow/badge.svg" alt="Suede Skill Check: Grade B" width="160" height="175"></a>Suede Certified on the shield refers to this published structural quality check. Security scan: not scanned. Read the methodology.
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Where this skill is cited
Necmttn/ax appears in 3 curated lists: BehiSecc/awesome-claude-skills, heilcheng/awesome-agent-skills, karanb192/awesome-claude-skills.