Auto skill build source pattern synthesis

Skill Arnie016/codex-prompt-templates/skills/auto-skill-build-source-pattern-synthesis

Synthesize multiple local `sources/` clones into workflow families before creating skills, references, or scripts. Use when doing source-pattern synthesis, comparing several GitHub-derived repos, deciding which cloned patterns deserve durable Codex artifacts, or avoiding duplicate generated skills. Requires local source clones plus `source_pattern_matrix.py`. Skip when you only need a one-repo brief or a metadata-only source inventory.From its SKILL.md

Install

npx -y skills add Arnie016/codex-prompt-templates --skill auto-skill-build-source-pattern-synthesis

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
runs commandsInstructs the agent to run 5 commands, including `python3 plugins/codex-supercharge/scripts/sources_inventory.py --write` and 4 more.

SKILL.md

2.5 KB, 473 tokens by cl100k_base, as published. Nobody here has run it

Source Pattern Synthesis

Generated by: Codex Supercharge maintenance automation.

Goal: turn many local source clones into a small pattern matrix and a build decision without rereading every README or creating overlapping skills.

Workflow

Refresh metadata first when clone state may have changed:

python3 plugins/codex-supercharge/scripts/sources_inventory.py --write

Generate the cross-repo pattern matrix:

python3 plugins/codex-supercharge/scripts/source_pattern_matrix.py --write

Read plugins/codex-supercharge/references/source-pattern-synthesis.md.
Cluster repos by repeated behavior, not by hype or star counts.
For each cluster, choose one output:
- update an existing owner skill
- create one narrow generated skill
- add a reference page
- write memory only when the evidence is weak or duplicated
Run safety gates before executing any repo code, install path, MCP server, hook, binary, or account-control tool.

Skip When

The task is about one repo only; use $repo-intelligence-brief.
The user only needs source metadata; use $auto-skill-build-sources-inventory.
The source is an external skill/prompt pack; run $auto-skill-safety-external-skill-intake first.
The request is a current popularity or trend claim; verify fresh evidence before writing conclusions.

References

plugins/codex-supercharge/references/source-pattern-synthesis.md
plugins/codex-supercharge/references/source-repos.md
Safety gates: $sandbox-source-intake, $mcp-safety-review
Build gates: $automation-skill-forge, $skill-pack-factory, $skill-quality-gate

Validation

python3 plugins/codex-supercharge/scripts/source_pattern_matrix.py | head
python3 plugins/codex-supercharge/scripts/source_pattern_matrix.py --write
python3 "$HOME/.codex/skills/.system/skill-creator/scripts/quick_validate.py" plugins/codex-supercharge/skills/auto-skill-build-source-pattern-synthesis

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.