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

paper-source-readiness-gate

GitHub

在论文写作流程中，作为源准备度检查门控。验证参考文献覆盖率是否达标，若不足则阻止后续实验设计和章节生成，避免昂贵资源浪费。

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

Trigger Scenarios

用户请求撰写学术论文前的源材料检查自动化工作流中需要校验引用目标与现有来源匹配度

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.