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Prose-review pipeline exemplar — readability gates, structural checking, BibTeX validation, and quality review workflows.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Skill for the core infrastructure module providing logging, configuration, exception handling, progress tracking, checkpoints, retry logic, pipeline execution, performance monitoring, security, file operations, and multi-project orchestration. Use when setting up logging, loading config, handling errors, running pipelines, or monitoring performance.
Skill for the documentation infrastructure module providing figure management, image handling, markdown integration, and API glossary generation. Use when managing research figures, inserting images into manuscripts, auto-numbering figures, or generating API documentation.
Skill for the LLM infrastructure module providing local Large Language Model integration via Ollama. Covers client initialization, prompt templates, output validation, manuscript review generation, conversation context, and CLI usage. Use when querying LLMs, generating manuscript reviews, validating LLM outputs, or managing Ollama models.
Python CLI and menu orchestration for pipeline runs — project slug validation, interactive picker, PipelineRunner wrapping PipelineExecutor, per-stage logs, secure pipeline wrapper. Use when extending run.sh behavior, fixing menu/CLI routing, or testing discovery helpers.
Skill for the project management infrastructure module providing multi-project discovery, structure validation, and metadata extraction. Use when discovering active projects, validating project directory structure, or extracting project configuration metadata.
Skill for the publishing infrastructure module providing academic publishing workflows including BibTeX CLI citation generation, APA/MLA citation helper functions, DOI management, Zenodo publication, arXiv submission preparation, GitHub releases, PyPI and TestPyPI package distribution, static-site deployment to GitHub Pages / Cloudflare Pages / Netlify, multi-target long-horizon archival (IPFS Pinata, Web3.Storage, Software Heritage), a central platform registry, and publication readiness validation. Use when publishing research, generating citations, minting DOIs, distributing Python packages, deploying documentation sites, or preparing archival submissions.
| name | template-prose-project |
| description | Prose-review pipeline exemplar — readability gates, structural checking, BibTeX validation, and quality review workflows. |
| version | 0.1.0 |
| author | docxology |
| license | MIT |
| tags | ["exemplar","prose","review","readability"] |
Project-scoped skill for the in-repo exemplar at
projects/templates/template_prose_project/. Load this when working inside the project.
template_prose_project exemplar — running scripts, editing source,
or regenerating outputs.# From the repository root
uv run pytest projects/templates/template_prose_project/tests --cov=projects/templates/template_prose_project/src --cov-fail-under=90
uv run python scripts/pipeline/stage_02_analysis.py --project templates/template_prose_project
uv run python scripts/pipeline/stage_03_render.py --project templates/template_prose_project
uv run python scripts/pipeline/stage_04_validate.py --project templates/template_prose_project
uv run python scripts/pipeline/stage_05_copy.py --project templates/template_prose_project
src/ or shared
infrastructure/, not in scripts/.output/ — regenerate from
source and config.AGENTS.md states otherwise.mmdc
require chrome-headless-shell; install it once via
npx --yes puppeteer browsers install chrome-headless-shell (see
README.md).src/config.py::ProjectConfig.from_dict
rejects unknown keys and out-of-range values by raising ValueError with the
offending value and the allowed set quoted — see
docs/faq.md.AGENTS.mdREADME.mdTODO.mdprojects/AGENTS.md