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Skill Enhance Pipeline

A meta-skill that upgrades one existing Lattice skill through a fixed six-step pipeline: baseline diff, dependency map, precision rewrite, three-tool QA gate, and independent verification.

Dev & CodingAdvanced17913AI score 7/10Last updated: Aug 25, 2026

What it does

  • Reads the target skill, classifies its tier (atom / molecule / refiner) and molecule type (generative vs planning/interactive) so confirmation-gate rules are applied correctly.
  • Captures a full git diff baseline before any edit, stored in a temp file, to serve as the preservation oracle for later steps.
  • Spawns one background Explore agent to map dependencies: real behavior/mode names of referenced atoms, handoff contracts with sibling molecules, and an inventory of telegraphic/broken sentences.
  • Rewrites in a strict order: grammar restoration → deduplication → precision pass (**STOP:** prefixes on hard gates, every conditional branch resolved to exactly ONE action) → scenario walk (fresh start, interrupted session, partial output, minimal/maximal input) → preservation check vs. baseline → contract alignment → convention restoration.
  • Runs skill-review → skill-tighten → skill-validate in order, iterating until clean, then launches an independent verifier that re-derives correctness without trusting the diff author.
  • Hard-forbids commit, push, stash, checkout, reset, and running the plugin build script; install/mirror commands are only surfaced to the user.

Who it's for

  • Maintainers of the Lattice skill repository (techygarg/lattice).
  • Skill and prompt authors who repeatedly audit documentation quality and consistency.
  • Anyone who wants a determinism bar: two capable models reading a sentence should act identically.

Examples

  1. "Polish the design-blueprint molecule to production grade" → baseline captured, gates normalized to STOP form, QA looped until all three tools pass.
  2. "Modernize the code-forge skill" → as a generative molecule, no confirmation gates are transplanted in; only duplicates and telegraphic sentences are fixed.
  3. "Check that referenced atom names match the real files" → the contract-alignment pass fixes mismatched section headings, status values, and config keys.

· · · Install guide · · ·

Try it now, no install

Paste this into Claude to use the skill without installing anything.

Read the instructions in this file and follow them to help me:
https://raw.githubusercontent.com/techygarg/lattice/HEAD/dev-skills/skill-enhance/SKILL.md

What I want: (describe your task here)

If Claude can't open the link, open it yourself and paste the contents instead.

If it works for you, download the ZIP below and install it. Then it runs on its own — no pasting each time.

Install in the Claude app (no terminal)
  1. Download the ZIP with the button below.
  2. In Claude, open Settings → Capabilities and turn on 'Code execution and file creation'. (one time)
  3. Go to Customize → Skills → + → 'Upload a skill' and upload the ZIP.
Download ZIP
Install in Claude Code

Let Claude do it — paste this into Claude Code

Install the skill I found on Claude Skill Mart.
Copy the dev-skills/skill-enhance folder from the GitHub repo techygarg/lattice into my ~/.claude/skills/skill-enhance/.
When it's done, tell me in one line what this skill can do.

Install with a command instead

git clone https://github.com/techygarg/lattice.git && mkdir -p ~/.claude/skills && cp -r lattice/dev-skills/skill-enhance ~/.claude/skills/

This is a third-party skill. Check the source repository before installing.

  1. Open a terminal and go to your working directory.
  2. Clone the repo: git clone https://github.com/techygarg/lattice.git
  3. Create the skills folder if needed: mkdir -p ~/.claude/skills
  4. Copy the skill: cp -r lattice/dev-skills/skill-enhance ~/.claude/skills/
  5. This skill depends on Lattice's PROJECT.md conventions file plus the skill-review, skill-tighten, and skill-validate skills — copy those from the same repo too.
  6. Restart Claude Code, then say something like "enhance this skill" and point to the target skill path.
  7. It never commits or pushes, so review the resulting diff yourself before committing.