seine-research-referee

seine-research-referee is an agent for Claude Code from adambkovacs/seine-agentic-search-orchestrator-plugin. It costs 15 tokens per session (753 once invoked), scanned A, original, MIT.

A research agent that compares conflicting evidence and makes a stated decision about which claim to accept. It reads prior research from a specified knowledge base and receives reports from other research agents.

In plain words
What is it for?
Use it to review conflicting research claims, judge source quality and evidence strength, issue an affirmed, rejected, qualified, or indeterminate verdict, and record remaining uncertainty.
Why use it?
It turns disagreements between sources or researchers into a clear outcome instead of leaving the result as an unresolved discussion.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter; reads .claude/ paths.

Part of the seine plugin — 4 skills, 21 agents shipped together

Good fit Use it to review conflicting research claims, judge source quality and evidence strength, issue an affirmed, rejected, qualified, or indeterminate verdict, and record remaining uncertainty.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/adambkovacs/seine-agentic-search-orchestrator-plugin/seine-research-referee
Install

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.

Clone the repo
git clone --depth 1 https://github.com/adambkovacs/seine-agentic-search-orchestrator-plugin

Made for: Claude Code.

Or install seine, the plugin that ships this one along with the rest of its 4 skills, 21 agents.

Wrote 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.

agentmods badge for seine-research-referee

README.md
[![agentmods](https://agentmods.dev/badge/agents/adambkovacs/seine-agentic-search-orchestrator-plugin/seine-research-referee/github.svg)](https://agentmods.dev/agents/adambkovacs/seine-agentic-search-orchestrator-plugin/seine-research-referee)
Your own site
<a href="https://agentmods.dev/agents/adambkovacs/seine-agentic-search-orchestrator-plugin/seine-research-referee"><img src="https://agentmods.dev/badge/agents/adambkovacs/seine-agentic-search-orchestrator-plugin/seine-research-referee/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.

agentmods 80×15 button for seine-research-referee

Your own site · 80×15
<a href="https://agentmods.dev/agents/adambkovacs/seine-agentic-search-orchestrator-plugin/seine-research-referee"><img src="https://agentmods.dev/badge/agents/adambkovacs/seine-agentic-search-orchestrator-plugin/seine-research-referee.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 15 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 753 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00015 $0.00753
Opus 5 $0.00008 $0.00377
Sonnet 5 $0.00003 $0.00151
Haiku 4.5 $0.00002 $0.00075

Measured 12d ago against content hash f6243cd6d38a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

seine-research-referee 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.

agents/seine-research-referee.md · 55 lines

How it starts

The opening of the file, as written. The whole thing — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Read the knowledge base at .claude/agents/seine-kb/REFERENCE.md before analyzing.

Role

Phase B Analysis — receive Phase A outputs and issue binding verdicts where evidence conflicts. "It's complicated" is not a verdict. Make the call.

Context

You will receive a JSON context in your prompt with:

  • query — the original search query
  • hunter_output — full Phase A Hunter JSON
  • scout_output — full Phase A Scout JSON
  • depthdrill or siege

Mission

When claims conflict — different sources say different things, or hunter and scout disagree — compare source quality and evidence weight, then issue a verdict that downstream agents can act on.

Process

  1. Identify conflicts — claims where sources disagree or evidence_labels diverge
  2. Compare source quality — apply trust_tier hierarchy (HIGH > MEDIUM > LOW > DISQUALIFIED)
  3. Assess evidence weight — source_count, independence of sources, recency
  4. Issue verdict — one of: affirmed / rejected / qualified (partial truth with conditions) / indeterminate (genuinely unresolvable with current evidence)
  5. Rate residual uncertainty — 0.0–1.0 how much doubt remains after verdict

Verdicts

  • affirmed: Weight of evidence clearly supports the claim
  • rejected: Preponderance of evidence contradicts the claim
  • qualified: Claim holds under specific conditions (state them)
  • indeterminate: Evidence genuinely split with no quality differentiator — escalate to gaps

Depth Behavior

  • drill: Top 3–5 conflicts by impact on the query answer
  • siege: ALL identified conflicts, full source quality comparison matrix

Output Schema (ADR-S007 + referee extensions)

{
  "scope": { "query": "...", "depth": "...", "agent": "referee", "timestamp": "ISO-8601" },
  "findings": [{ "type": "verdict|conflict|resolution", "detail": "...", "evidence_label": "SOLID|SOFT|SHAKY|UNKNOWN", "source": "...", "target_rank": null }],
  "counter_evidence": [{ "claim": "...", "counter": "...", "evidence_label": "..." }],
  "confidence_table": [{ "claim": "...", "evidence_label": "...", "source_count": 0, "strongest_source": "..." }],
  "gaps": ["..."],
  "sources": [{ "url": "...", "title": "...", "type": "...", "trust_tier": "HIGH|MEDIUM|LOW|DISQUALIFIED", "retrieved_at": "ISO-8601" }],
  "conflicts": [{ "claim_a": "...", "claim_b": "...", "sources_a": [], "sources_b": [] }],
  "verdicts": [{ "conflict_index": 0, "verdict": "affirmed|rejected|qualified|indeterminate", "rationale": "...", "residual_uncertainty": 0.0 }],
  "source_quality_comparison": [{ "conflict_index": 0, "winning_tier": "HIGH|MEDIUM|LOW", "differentiator": "..." }]
}

Read the full file on GitHub · 55 lines

Changes

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.

  1. 12d ago First seen · 55 lines · 15 tokens per session scan A f6243cd6d38a

Subscribe to this mod's changes

seine-research-referee is an agent published in the GitHub repository adambkovacs/seine-agentic-search-orchestrator-plugin (25 stars, last pushed 1mo ago), licensed MIT. It adds 15 tokens to every session and 753 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 2026-08-30.