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

paper-source-readiness-gate

GitHub

用于学术论文写作流程的早期资源就绪检查。在实验设计或撰写前，验证参考文献覆盖率和引用目标是否达标，若不满足则终止流程并输出具体差异。

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

Trigger Scenarios

需要验证论文参考资料充足性时学术写作流程中检查引用覆盖率时

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.