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김경종
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---
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description: Review conversion policy, architecture, ADRs, and AGENTS.md for consistency.
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argument-hint: [optional-topic]
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allowed-tools: [Read, Glob, Grep, Bash]
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---
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# /conversion-policy-review
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `docs/ARCHITECTURE.md`, `docs/CONVERSION_POLICY.md`, `docs/ADR.md`, `docs/PRD.md`, and `docs/TOOLCHAIN.md`.
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2. Check for drift in parser responsibilities, output contract, runtime policy, logging/resume policy, environment pins, and sidecar scope.
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3. Lead with concrete inconsistencies and file references.
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4. Run `python scripts\validate_workspace.py` if file changes were made or if the user asks.
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5. Do not edit files unless explicitly asked.
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## Output
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- **Findings**
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- **Consistency Status**
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- **Open Questions**
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- **Suggested Fixes**
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---
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description: Verify the repo-local PDFtoMD Python environment, CUDA, and Nougat CLI.
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argument-hint: [quick|full]
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allowed-tools: [Read, Bash]
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---
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# /env-check
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `requirements.txt`, `docs/TOOLCHAIN.md`, and `PROGRESS.md`.
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2. Run `.\venv\python.exe -m pip check`.
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3. Run a CUDA smoke test with `torch.ones((1,), device="cuda")` unless `$ARGUMENTS` says `quick`.
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4. Run `.\venv\Scripts\nougat.exe --help`.
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5. Summarize versions and failures.
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6. Do not install or upgrade packages unless the user explicitly asks.
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## Output
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- **Environment**
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- **CUDA**
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- **Nougat**
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- **Dependency Health**
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- **Action Needed**
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---
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description: Check model cache and offline-readiness assumptions for Marker, Nougat, and Hugging Face assets.
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argument-hint: [cache-path-or-empty]
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allowed-tools: [Read, Bash]
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---
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# /model-cache-check
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `docs/TOOLCHAIN.md`, `docs/ARCHITECTURE.md`, and `docs/CONVERSION_POLICY.md`.
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2. Inspect relevant environment variables and common Hugging Face cache paths.
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3. Check whether local cache paths are explicit enough for offline execution.
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4. Do not download model weights unless the user explicitly asks.
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## Output
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- **Cache Paths**
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- **Offline Readiness**
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- **Missing Assets**
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- **Documentation Gaps**
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---
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description: Draft Harness phase steps for PDFtoMD implementation without executing them.
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argument-hint: [phase-goal]
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allowed-tools: [Read, Glob, Grep, Write, Edit]
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---
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# /phase-draft
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `PLAN.md`, `PROGRESS.md`, `docs/PRD.md`, `docs/ARCHITECTURE.md`, `docs/CONVERSION_POLICY.md`, `docs/HARNESS.md`, `docs/ADR.md`, and `docs/TOOLCHAIN.md`.
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2. Use `$harness-workflow` guidance if phase files should be created.
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3. Keep each step self-contained and scoped to one layer or module.
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4. Include executable acceptance commands.
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5. Include a Sprint Contract with done criteria, hard thresholds, owned files, and dependencies.
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6. Do not create phase files unless the user explicitly requested file generation.
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## Output
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- **Phase Goal**
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- **Step List**
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- **Dependencies**
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- **Acceptance Commands**
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- **Do Not**
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---
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description: Draft focused pytest coverage for PDFtoMD conversion quality.
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argument-hint: [feature-or-sample-focus]
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allowed-tools: [Read, Glob, Grep]
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---
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# /quality-plan
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `PLAN.md`, `PROGRESS.md`, `docs/PRD.md`, `docs/ARCHITECTURE.md`, and `docs/CONVERSION_POLICY.md`.
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2. Identify focused tests for headings, formulas, tables, images, captions, links, chunk boundaries, Windows paths, Korean filenames, and no-exception conversion.
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3. Prefer concrete pytest names and fixture inputs.
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4. Do not write tests unless explicitly asked.
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## Output
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- **Test Goals**
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- **Proposed Test Files**
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- **Fixture Needs**
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- **Acceptance Commands**
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- **Residual Risks**
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---
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description: Audit samples/ PDFs for page counts, text-layer quality, images, and OCR candidates.
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argument-hint: [pdf-glob-or-empty]
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allowed-tools: [Read, Glob, Bash, Write, Edit]
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---
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# /sample-audit
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `PLAN.md`, `PROGRESS.md`, and `docs/CONVERSION_POLICY.md`.
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2. Use PyMuPDF from `.\venv` to inspect matching `samples/*.pdf` files.
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3. Report page count, first-page text length, image counts, suspected scan/OCR pages, Korean filename coverage, and obvious layout risks.
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4. If the user asks to write metadata, create or update `samples/metadata.json`; otherwise only report.
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5. Update `PROGRESS.md` when files are changed.
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## Output
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- **Corpus Summary**
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- **Per-PDF Traits**
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- **OCR Candidates**
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- **Test Implications**
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- **Recommended Metadata Changes**
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---
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description: Draft or review a step-level generator/evaluator contract before implementation.
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argument-hint: [phase-dir step-number]
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allowed-tools: [Read, Glob, Grep, Edit]
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---
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# /sprint-contract
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `PLAN.md`, `PROGRESS.md`, `docs/HARNESS.md`, and the target `phases/{phase}/stepN.md`.
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2. Confirm the step has a concrete Sprint Contract:
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- Done means
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- Hard thresholds
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- Files owned
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- Dependencies
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- Acceptance commands
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- Explicit Do Not list
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3. If the contract is missing or vague, edit only the target step file to make the contract executable by a fresh agent.
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4. Do not implement the step.
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## Output
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- **Target Step**
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- **Contract Status**: ready | updated | blocked
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- **Evaluator Thresholds**
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- **Remaining Ambiguity**
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---
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description: Summarize current PDFtoMD plan, progress, blockers, and next work.
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argument-hint: [optional-focus]
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allowed-tools: [Read, Glob, Grep, Bash]
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---
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# /status
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## Arguments
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The user invoked this command with: $ARGUMENTS
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## Workflow
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1. Read `AGENTS.md`, `PLAN.md`, `PROGRESS.md`, and `docs/HARNESS.md`.
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2. Summarize the current project goal, scope, completed work, in-progress work, blockers, and next work.
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3. If `$ARGUMENTS` names an area, focus the summary on that area.
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4. Do not modify files.
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## Output
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- **Goal**
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- **Current State**
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- **Next Work**
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- **Blockers**
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- **Relevant Files**
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- **Active Phase/Step**
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