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

paper-source-readiness-gate

GitHub

在论文写作流程中，于实验设计前检查文献覆盖度。若引用目标未达标或来源不足则阻断后续生成，避免无效工作。

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

Trigger Scenarios

需要验证论文数据来源是否充足时自动化论文写作流程中的前置检查环节

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.