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

paper-source-readiness-gate

GitHub

在论文写作流程中，于实验设计和章节撰写前执行确定性检查。验证参考文献覆盖率及引用目标是否达标，若不满足则终止流程，避免生成昂贵内容。

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

触发场景

论文源数据整理完成后需要验证参考文献是否满足引用数量要求时

安装

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

更多选项

非标准路径

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

不安装直接使用

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.