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 jeonnoin-alt/Eureka --skill novelty-competitive-auditgit clone --depth 1 https://github.com/jeonnoin-alt/EurekaWrote 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/jeonnoin-alt/eureka/novelty-competitive-audit)<a href="https://agentmods.dev/skills/jeonnoin-alt/eureka/novelty-competitive-audit"><img src="https://agentmods.dev/badge/skills/jeonnoin-alt/eureka/novelty-competitive-audit/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/jeonnoin-alt/eureka/novelty-competitive-audit"><img src="https://agentmods.dev/badge/skills/jeonnoin-alt/eureka/novelty-competitive-audit.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 | $0.00091 | $0.03152 |
| Opus 5 | $0.00046 | $0.01576 |
| Sonnet 5 | $0.00018 | $0.00630 |
| Haiku 4.5 | $0.00009 | $0.00315 |
Grade A, and why
novelty-competitive-audit 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 — 192 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Novelty Competitive Audit
Overview
Eureka's internal rigor gates (claims-audit, research-reviewer, figure-design) verify that the manuscript is internally consistent — every number traces, every figure is reproducible, every statistical claim is sound. They do NOT verify external competitiveness — whether the field already knows this, whether someone preempted the work in the 6-12 months between design approval and submission, or whether the claimed contribution altitude is still defensible against recent literature.
This skill is the external competitiveness gate, fired before submission.
Core premise: editors' first desk-reject filter is "does this advance the field?" A manuscript with 96/100 PASS on internal rigor will still desk-reject if a preempt paper appeared during manuscript preparation. This skill catches that failure mode before submission.
The Iron Law
NO SUBMISSION WITHOUT EXTERNAL NOVELTY VERIFICATION.
INTERNAL 96/100 PASS ≠ FIELD-LEVEL COMPETITIVENESS.
RIGOR IS NECESSARY. IT IS NOT SUFFICIENT.
Internal rigor can be perfect and the paper can still desk-reject on the editor's first read — because the field moved. This skill is not optional.
When to Use
Use this skill when:
- Manuscript draft is complete (all sections passed
section-reviewer, Abstract written last permanuscript-writingrules) - Before invoking
submission-readiness— this skill is the 5th prerequisite of that skill's Step 1 gate - When a new preempt paper is spotted mid-revision — re-run to decide whether to reframe or narrow
- When target venue changes — different venues have different novelty bars (
narrative-guide.mdsection "Venue-specific altitude tuning")
Do NOT use when:
- At design time —
research-brainstormingStep 3 literature gap handles pre-data novelty. This skill is the submission-time complement, covering the 6-12 months of field drift since design approval - Mid-experiment — too early to audit; claims aren't finalized yet
- To substitute for
research-brainstormingStep 3 — the two are complementary, not interchangeable
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 192 lines · 91 tokens per session scan A 5d57c79ddfae
novelty-competitive-audit is a skill published in the GitHub repository jeonnoin-alt/Eureka (2 stars, last pushed 4mo ago), licensed MIT. It adds 91 tokens to every session and 3,152 once invoked, about $0.0005 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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