template-optimizer

name	template-optimizer
description	Python-only DBR template optimizer for single-image triage, batch optimization, parameter education, and HTML reporting.
argument-hint	image path or image directory, current template path if any, known format if any
user-invocable	true

Template Optimizer

The canonical workflow lives in template-optimizer/SKILL.md and template-optimizer/KNOWLEDGE.md. The portable user entrypoint lives in template-optimizer/PROMPT.md.

When this skill is invoked in Copilot:

1. Read ../../../template-optimizer/PROMPT.md first.
2. Read ../../../template-optimizer/SKILL.md next.
3. Read ../../../template-optimizer/KNOWLEDGE.md for parameter guidance.
4. Use the bundled Python tools under ../../../template-optimizer/tools/ for single-image failures:
   • python template-optimizer/tools/validate_dbr_template.py <image> --template-file <template>
   • python template-optimizer/tools/probe_dbr_templates.py <image>
   • python template-optimizer/tools/compare_dbr_template_profiles.py <current-template> <proven-template>
5. Treat root-level helper scripts as compatibility wrappers only.
6. Use ../../../template-optimizer/resources/harness_py/ for dataset benchmarking and reporting.
7. Follow the stop conditions and one-parameter-family-at-a-time rules from the canonical skill.

Typical Copilot prompts:

• Use the template-optimizer skill to tune this barcode image
• Use the template-optimizer skill to optimize these images
• Use the template-optimizer skill to explain DeblurModes
• Use the template-optimizer skill to generate a decode report