Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/alohays/paper2pr/validate-bibnpx skills add alohays/paper2pr --skill validate-bibgit clone --depth 1 https://github.com/alohays/paper2prWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/alohays/paper2pr/validate-bib)<a href="https://agentmods.dev/skills/alohays/paper2pr/validate-bib"><img src="https://agentmods.dev/badge/skills/alohays/paper2pr/validate-bib.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00021 | $0.00352 |
| Opus 5 | $0.00010 | $0.00176 |
| Sonnet 5 | $0.00004 | $0.00070 |
| Haiku 4.5 | $0.00002 | $0.00035 |
Grade A, and why
validate-bib scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- validate-bib — 89% identical, 14 lines differ
What it actually says
Validate Bibliography
Cross-reference all citations in lecture files against bibliography entries.
Steps
-
Read the bibliography file and extract all citation keys
-
Scan all deck files for citation keys:
.qmdfiles: look for@key,[@key],[@key1; @key2]- Extract all unique citation keys used
-
Cross-reference:
- Missing entries: Citations used in lectures but NOT in bibliography
- Unused entries: Entries in bibliography not cited anywhere
- Potential typos: Similar-but-not-matching keys
-
Check entry quality for each bib entry:
- Required fields present (author, title, year, journal/booktitle)
- Author field properly formatted
- Year is reasonable
- No malformed characters or encoding issues
-
Report findings:
- List of missing bibliography entries (CRITICAL)
- List of unused entries (informational)
- List of potential typos in citation keys
- List of quality issues
Files to scan:
Quarto/*/*.qmd # decks are one level down, under their genre
Quarto/lectures/_series/*/*.qmd # shared include slides, rendered into series decks
(python3 scripts/deckpath.py --list names every deck.)
Bibliography location:
Bibliography_base.bib (repo root)
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 47 lines · 21 tokens per session scan A 7c64f3933572
validate-bib is a skill published in the GitHub repository alohays/paper2pr (5 stars, last pushed 2d ago), licensed MIT. It adds 21 tokens to every session and 352 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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