Auto skill build source pattern synthesis
Skill Arnie016/codex-prompt-templates/skills/auto-skill-build-source-pattern-synthesis
Color-coded Codex prompt templates and Agent Skills for plugin-orchestrated AI coding workflows, MCP safety, repo intelligence, and automation.
npx -y skills add Arnie016/codex-prompt-templates --skill auto-skill-build-source-pattern-synthesisAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing 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.
What its author says it does
Copied from the file, not written here
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.
SKILL.md
2.5 KB, 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-intakefirst. - The request is a current popularity or trend claim; verify fresh evidence before writing conclusions.
References
plugins/codex-supercharge/references/source-pattern-synthesis.mdplugins/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