ClawHub

Citation Diversifier

v1.0.0

Raise citation diversity/density (NO NEW FACTS): generate an in-scope “citation budget” plan per H3 so drafts stop failing the global unique-citation gate an...

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by@willoscar
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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Benign
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Benign
high confidence
✓
Purpose & Capability
Name/description (raise citation density without inventing facts) matches the code and SKILL.md: the scripts read draft/outline/writer_context_packs/ref.bib and generate a per-H3 budget. Required binaries (python) are appropriate and proportional.
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Instruction Scope
SKILL.md instructions are specific and constrained: operate on workspace files, honor 'NO NEW FACTS', and produce output/CITATION_BUDGET_REPORT.md. The included run.py implements that behavior and does not read unrelated system files or environment variables.
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Install Mechanism
No install spec (instruction-only with bundled Python scripts). Requiring Python is reasonable; there are no downloads, external package installs, or archive extraction steps.
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Credentials
The skill declares no required env vars, no credentials, and the code does not access secrets or external services. It only reads workspace files and writes a local report.
✓
Persistence & Privilege
always:false and default autonomous invocation settings are present (normal). The skill does not modify other skills or system-wide agent settings and only writes its own output artifact in the workspace.
Assessment
This skill appears to do exactly what it says: analyze output/DRAFT.md, outline/*, writer_context_packs.jsonl and citations/ref.bib to suggest in-scope unused citation keys and write output/CITATION_BUDGET_REPORT.md. Before installing or running, verify you are comfortable with the agent having read access to the project workspace (these inputs may contain unpublished text or private BibTeX entries). Also review any omitted files (the toolset includes large quality-gate/ideation modules not fully printed here); if you require stronger assurance, inspect the remaining source files for network, subprocess, or credential access. Running in a contained workspace is recommended if you are unsure.

Like a lobster shell, security has layers — review code before you run it.

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License

MIT-0
Free to use, modify, and redistribute. No attribution required.
Termshttps://spdx.org/licenses/MIT-0.html

Runtime requirements

Any binpython3, python

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