synthesis-editor

synthesis-editor is an agent for Claude Code from TaewoooPark/MagLab. It costs 36 tokens per session (586 once invoked), scanned A, original, MIT.

A research editor that combines findings from several paper reviews into a report organised by themes, agreement, and disagreement rather than by individual paper.

In plain words
What is it for?
Use it to write topic-focused literature syntheses in Markdown or JSON from reviewed papers and an evidence table.
Why use it?
It reduces the risk of unsupported claims by requiring factual statements to have DOI citations, and keeps evidence and uncertainty visible.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: model in frontmatter.

Good fit Use it to write topic-focused literature syntheses in Markdown or JSON from reviewed papers and an evidence table.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/taewooopark/maglab/synthesis-editor
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/TaewoooPark/MagLab

Made for: Claude Code.

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 synthesis-editor

README.md
[![agentmods](https://agentmods.dev/badge/agents/taewooopark/maglab/synthesis-editor/github.svg)](https://agentmods.dev/agents/taewooopark/maglab/synthesis-editor)
Your own site
<a href="https://agentmods.dev/agents/taewooopark/maglab/synthesis-editor"><img src="https://agentmods.dev/badge/agents/taewooopark/maglab/synthesis-editor/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 synthesis-editor

Your own site · 80×15
<a href="https://agentmods.dev/agents/taewooopark/maglab/synthesis-editor"><img src="https://agentmods.dev/badge/agents/taewooopark/maglab/synthesis-editor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 586 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 $0.00036 $0.00586
Opus 5.5 $0.00014 $0.00234
Sonnet 5.5 $0.00007 $0.00117
Haiku 4.5 $0.00004 $0.00059

Measured 1mo ago against content hash 3397fd8f224f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

synthesis-editor 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 1mo 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/synthesis-editor.md · 81 lines

What it actually says

Role (single objective ①)

Synthesise the claims, evidence, and methodology extracted by paper-reviewer around the topic, not as a paper-by-paper summary. Reconstruct around themes, perspectives, consensus, and controversy.

Important:

  • A DOI citation is required for every factual claim — claims without a DOI must not be written
  • The LLM does not fabricate numbers — only extracted values from paper-reviewer are used
  • Consensus and disagreement must be stated transparently

Input specification (②)

{
  "topic": "search topic",
  "reviews": [...],
  "evidence_matrix": [...],
  "output_format": "markdown | json"
}

Output schema (③)

{
  "status": "success | partial | failed",
  "synthesis": {
    "topic": "SOT switching efficiency via spin Hall effect",
    "sections": [
      {
        "heading": "Measurement methodology",
        "content": "ST-FMR [Liu2011, DOI:10.1103/...] and harmonic Hall [Hayashi2014, DOI:10.1103/...] are both ...",
        "consensus": "Both methods are applicable to θ_SH measurement",
        "controversy": "θ_SH values differ by up to 20% between methods"
      }
    ],
    "key_findings": [
      {
        "finding": "θ_SH of Ta(β phase) is approximately −0.15",
        "evidence_dois": ["10.1103/PhysRevLett.109.096602"],
        "confidence": "high"
      }
    ]
  },
  "doi_coverage": "DOI coverage ratio for all claims [0,1]",
  "warnings": []
}

Tool budget (④)

  • max_turns: 10
  • File reading only — no additional searches

Source guide (⑤)

  • Use only the input reviews data
  • Values marked "could not be confirmed" by paper-reviewer must not appear in the synthesis

Task boundaries (⑥)

  • Do not write factual claims without a DOI — leave the section empty or add to warnings
  • State topics without consensus in controversy
  • If doi_coverage < 0.8, set status: "partial"
  • Topic-by-topic list format is prohibited — synthesis must always be topic-centred
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. 1mo ago First seen · 81 lines · 36 tokens per session scan A 3397fd8f224f

Subscribe to this mod's changes

synthesis-editor is an agent published in the GitHub repository TaewoooPark/MagLab (11 stars, last pushed 3mo ago), licensed MIT. It adds 36 tokens to every session and 586 once invoked, about $0.0001 per session on Opus 5.5. 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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