# Template Optimizer

> Python-only DBR template optimizer for single-image triage, batch optimization, parameter education, and HTML reporting. Use when this capability is needed.

- Skill: `tomevault-io/template-optimizer` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/template-optimizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/template-optimizer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Web & Frontend
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/template-optimizer

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# 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`

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> Source: [yushulx/python-barcode-qrcode-sdk](https://github.com/yushulx/python-barcode-qrcode-sdk) — distributed by [TomeVault](https://tomevault.io).
<!-- tomevault:4.0:skill_md:2026-06-29 -->