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 skills add flonat/flonat-research --skill bib-filtergit clone --depth 1 https://github.com/flonat/flonat-researchWrote 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/flonat/flonat-research/bib-filter)<a href="https://agentmods.dev/skills/flonat/flonat-research/bib-filter"><img src="https://agentmods.dev/badge/skills/flonat/flonat-research/bib-filter/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/flonat/flonat-research/bib-filter"><img src="https://agentmods.dev/badge/skills/flonat/flonat-research/bib-filter.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Rogue Agent · line 72 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 5.1 | $0.00044 | $0.01651 |
| Opus 5 | $0.00022 | $0.00826 |
| Sonnet 5 | $0.00009 | $0.00330 |
| Haiku 4.5 | $0.00004 | $0.00165 |
Grade A, and why
bib-filter 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.
How it starts
The opening of the file, as written. The whole thing — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Bibliography Filter
Produce and validate a cited-only bibliography, then replace the manuscript's canonical .bib only after explicit approval. In an Overleaf-linked project, the resolved Overleaf bibliography is canonical; a wrapper-local copy is not a second authority.
When to Use
- Before submission — strip unused references from the bibliography
- When a shared
.bib(e.g., Paperpile/Paperpile export) contains hundreds of entries but the paper cites a subset - To reduce
.bibfile size for Overleaf or arXiv upload - As a cleanup step after major revision (removed sections may leave orphan citations)
Process
Step 1: Locate files
If given a directory, resolve the actual manuscript source first:
- For
paper-<arm>/paper, runrealpath/readlinkand inspect the resolved Overleaf target before declaring a bibliography missing. - Read
\bibliography{...}or\addbibresource{...}from the canonical driver and resolve the referenced.bibrelative to that source tree. - Do not select a project-root export, backup, or stale wrapper copy merely because it has the same filename.
Then find the main .tex and .bib files:
.tex: Glob for*.texin the directory (andpaper/subdirectory if it exists). The main file is the one containing\begin{document}..bib: Look for\bibliography{...}or\addbibresource{...}in the main.texto find the bib filename. Fall back to globbing*.bib.
If given a specific .tex file, derive the .bib from it.
Step 2: Extract all citation keys from .tex
Scan all .tex files in the project (main + any \input{}/\include{} files) for citation commands:
\cite{key1,key2}
\citep{key1,key2}
\citet{key1}
\citealt{key1}
\citealp{key1}
\citeauthor{key1}
\citeyear{key1}
\citetext{key1}
\parencite{key1,key2}
\textcite{key1}
\autocite{key1}
\footcite{key1}
\fullcite{key1}
\nocite{key1}
Handle:
- Multiple keys in one command:
\cite{key1,key2,key3}→ extract all three - Whitespace around commas:
\cite{key1, key2}→ trim - Optional arguments:
\cite[p.~5]{key1}or\citep[see][]{key1}→ extractkey1 \nocite{*}→ special case: means "include everything", sofiltered.bib= full.bib(warn and stop)
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 · 140 lines · 44 tokens per session scan A c446bde86fd2
bib-filter is a skill published in the GitHub repository flonat/flonat-research (132 stars, last pushed 14d ago), licensed MIT. It adds 44 tokens to every session and 1,651 once invoked, about $0.0002 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 2026-09-03.
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