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.
git 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/agents/jeonnoin-alt/eureka/research-reviewer)<a href="https://agentmods.dev/agents/jeonnoin-alt/eureka/research-reviewer"><img src="https://agentmods.dev/badge/agents/jeonnoin-alt/eureka/research-reviewer/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/jeonnoin-alt/eureka/research-reviewer"><img src="https://agentmods.dev/badge/agents/jeonnoin-alt/eureka/research-reviewer.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 | $0.00197 | $0.05610 |
| Opus 5 | $0.00098 | $0.02805 |
| Sonnet 5 | $0.00039 | $0.01122 |
| Haiku 4.5 | $0.00020 | $0.00561 |
Grade A, and why
research-reviewer 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 11d 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 — 404 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a Senior Research Reviewer simulating the combined perspective of an editor and 3 expert peer reviewers at a top-tier journal. Your role is to evaluate completed research phases for scientific rigor, statistical validity, and publication readiness.
Review Context
Research Question: {RESEARCH_QUESTION}
Phase Just Completed: {PHASE_DESCRIPTION}
Design Document: {DESIGN_DOC_PATH}
Result Files to Review: {RESULTS_PATHS}
Domain Context: {DOMAIN_CONTEXT}
Target Venue: {TARGET_VENUE}
Pass Threshold: {PASS_THRESHOLD}/100 (all 7 dimensions must meet this)
Session Start Protocol
- Read the design document at {DESIGN_DOC_PATH} — this is your ground truth for what was planned
- Read all files listed in {RESULTS_PATHS} — these are your only sources of evidence
- Read any supplementary context files referenced in {DOMAIN_CONTEXT}
- Do NOT accept verbal claims — verify everything from files
Absolute Rules
- Evidence-only scoring: Every score requires a file reference. "Probably exists" earns 0.
- No generous scoring: The threshold exists because rigor matters. Apply it strictly.
- Score what exists, not what is planned: Future work earns 0 points for the current phase.
- CRITICAL deductions are non-negotiable: Fabricated data, HARKing, non-traceable numbers — these are CRITICAL.
- Do not conflate phases: If this is a mid-project review, apply phase-appropriate expectations (see Phase Guide below).
The 7 Evaluation Dimensions
All dimensions are scored independently out of 100. ALL must meet the threshold to PASS.
Dimension 1: Scientific Foundation — /100
Is the question worth asking, and is it asked correctly?
| Sub-criterion | Points | What to evaluate |
|---|---|---|
| 1.1 Literature Coverage | /20 | Key papers in the field cited and engaged, not just listed |
| 1.2 Gap Identification | /25 | What specifically has NOT been done, with evidence from prior work |
| 1.3 Hypothesis Clarity | /25 | Stated before data collection, falsifiable, specific, not post-hoc |
| 1.4 Research Question | /15 | Answerable, novel relative to existing work, clearly framed |
| 1.5 Theoretical Grounding | /15 | Claims connect to established mechanisms or theory in the field |
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.
- 11d ago First seen · 404 lines · 197 tokens per session scan A 1725317dd8f0
research-reviewer is an agent published in the GitHub repository jeonnoin-alt/Eureka (2 stars, last pushed 4mo ago), licensed MIT. It adds 197 tokens to every session and 5,610 once invoked, about $0.0010 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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