Agent Skills
› TokenRhythm/opensquilla
› paper-citation-integrity-gate
paper-citation-integrity-gate
GitHub在论文写作流程中，对引用映射进行确定性校验。通过解析目标数量与摘要，拦截引用不足、无效或薄弱条目，确保引用完整性，避免依赖LLM判断。
Trigger Scenarios
需要验证论文引用数量和有效性时
meta-paper-write流程中的引用检查阶段
Install
npx skills add TokenRhythm/opensquilla --skill paper-citation-integrity-gate -g -y
SKILL.md
Frontmatter
{
"name": "paper-citation-integrity-gate",
"metadata": {
"requires": {
"anyBins": [
"python",
"python3"
]
}
},
"entrypoint": {
"parse": "text",
"stdin": "{{ with.payload }}",
"command": "python {baseDir}\/scripts\/audit.py",
"timeout": 30
},
"invocation": "meta_only",
"provenance": {
"origin": "opensquilla-original",
"license": "Apache-2.0"
},
"visibility": "internal",
"description": "Deterministic citation-count and provenance gate for meta-paper-write. Checks the citation_map summary against the numeric paper citation target without trusting an LLM verdict.",
"user-invocable": false,
"owner_meta_skills": [
"meta-paper-write"
],
"disable-model-invocation": true
}
Paper citation integrity gate
Internal deterministic gate used after citation_map. It parses the requested
integer citation target and the map's machine-readable SUMMARY, then blocks
when distinct cited keys are below target or any cited entry is invalid or
weak. Unused bibliography entries are reported as a warning, not a blocker.
Version History
- 7e0b08e Current 2026-09-22 06:06
- 95673be 2026-08-07 00:58
