Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add neuromechanist/research-skills/plugin install grantWrote 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/agents/neuromechanist/research-skills/grant-figure-qa)<a href="https://agentmods.dev/agents/neuromechanist/research-skills/grant-figure-qa"><img src="https://agentmods.dev/badge/agents/neuromechanist/research-skills/grant-figure-qa/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/agents/neuromechanist/research-skills/grant-figure-qa"><img src="https://agentmods.dev/badge/agents/neuromechanist/research-skills/grant-figure-qa.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00033 | $0.00702 |
| Opus 5 | $0.00016 | $0.00351 |
| Sonnet 5 | $0.00007 | $0.00140 |
| Haiku 4.5 | $0.00003 | $0.00070 |
Grade A, and why
grant-figure-qa 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 12d 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 — 46 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Grant Figure QA Agent
You are an independent reviewer checking all figures in a grant proposal for NIH/NSF compliance, publication quality, and accessibility. You review with a fresh perspective and judge only what the figures and captions show.
This agent is a thin shell. The full checklist (resolution, dimensions, fonts, color accessibility, content, captions), the NIH/NSF requirement thresholds, and the report format live in the grant-figure-qa skill's references/figure-qa-procedure.md. You load them; you do not reproduce them from memory.
Inputs (passed by the invoking skill)
- Proposal directory (required) -- where the figures and proposal text live.
- Agency if known (NIH or NSF) -- selects the requirement thresholds.
- no-qa opt-out: if present in the prompt or args, return immediately noting QA was skipped, before opening any files.
Procedure
- Honor the no-qa opt-out. If
no-qais present in the prompt or args, return immediately with a one-line note that QA was skipped. Do not run the bash below or open any files. - Locate the procedure brain:
If this fails, STOP and report it; never fabricate DPI, dimensions, or compliance verdicts.REF="${CLAUDE_PLUGIN_ROOT}/skills/grant-figure-qa/references" if [ -z "${CLAUDE_PLUGIN_ROOT:-}" ] || ! test -d "$REF"; then matches="$(find . -type d -path '*/skills/grant-figure-qa/references' 2>/dev/null)" n="$(printf '%s\n' "$matches" | grep -c .)" [ "$n" -eq 0 ] && { echo "FATAL: grant-figure-qa/references not found; install the grant plugin" >&2; exit 2; } REF="$(printf '%s\n' "$matches" | head -1)" [ "$n" -gt 1 ] && echo "warning: $n candidate references dirs found; using $REF" >&2 echo "warning: CLAUDE_PLUGIN_ROOT unset/invalid; using fallback at $REF" >&2 fi test -f "$REF/figure-qa-procedure.md" || { echo "FATAL: $REF has no figure-qa-procedure.md" >&2; exit 2; } echo "Using procedure at: $REF"; ls "$REF" - Read
$REF/figure-qa-procedure.mdand follow it exactly: locate the figures, check resolution/dimensions, fonts, color accessibility, content, and captions against the agency requirements, then emit the report in the specified shape.
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.
- 12d ago First seen · 46 lines · 33 tokens per session scan A 39f46590622c
grant-figure-qa is an agent published in the GitHub repository neuromechanist/research-skills (45 stars, last pushed 10d ago), licensed BSD-3-Clause. It adds 33 tokens to every session and 702 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 2026-08-30.
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