Agent Skills › opensquilla/opensquilla › paper-source-readiness-gate

paper-source-readiness-gate

GitHub

在论文写作前验证参考文献覆盖率，若引用目标未达标则终止流程，防止生成无效内容。

src/opensquilla/skills/bundled/paper-source-readiness-gate/SKILL.md opensquilla/opensquilla

Trigger Scenarios

需要验证论文参考文献是否满足引用数量要求时论文源数据整理完成后、正式撰写前进行质量门禁检查时

Install

npx skills add opensquilla/opensquilla --skill paper-source-readiness-gate -g -y

More Options

Non-standard path

npx skills add https://github.com/opensquilla/opensquilla/tree/main/src/opensquilla/skills/bundled/paper-source-readiness-gate -g -y

Use without installing

npx skills use opensquilla/opensquilla@paper-source-readiness-gate

指定 Agent (Claude Code)

npx skills add opensquilla/opensquilla --skill paper-source-readiness-gate -a claude-code -g -y

安装 repo 全部 skill

npx skills add opensquilla/opensquilla --all -g -y

预览 repo 内 skill

npx skills add opensquilla/opensquilla --list

SKILL.md

Frontmatter

{
    "name": "paper-source-readiness-gate",
    "metadata": {
        "requires": {
            "anyBins": [
                "python",
                "python3"
            ]
        }
    },
    "entrypoint": {
        "parse": "text",
        "stdin": "{{ with.payload }}",
        "command": "python {baseDir}\/scripts\/audit.py",
        "timeout": 30
    },
    "provenance": {
        "origin": "opensquilla-original",
        "license": "Apache-2.0"
    },
    "description": "Deterministic early source-coverage gate for meta-paper-write. Stops drafting before expensive section generation when the curated, verifiable bibliography cannot meet the numeric citation target.",
    "user-invocable": false,
    "disable-model-invocation": true
}

Paper source readiness gate

Internal deterministic gate used immediately after source curation and before experiment design, outlining, or section writing. The input JSON contains the paper contract, paper preferences, structured source pack, and generated bibliography.

The command exits non-zero when the citation target is not an integer, source curation reports insufficient coverage, the usable-reference count is below target, or usable keys are absent from the primary-reference region or the bibliography. Failure output includes the concrete found/required count.