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 Axect/magi-researchers/plugin install magi-researchersWrote 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/axect/magi-researchers/research-write)<a href="https://agentmods.dev/skills/axect/magi-researchers/research-write"><img src="https://agentmods.dev/badge/skills/axect/magi-researchers/research-write/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/axect/magi-researchers/research-write"><img src="https://agentmods.dev/badge/skills/axect/magi-researchers/research-write.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 | $0.00000 | $0.06248 |
| Opus 5 | $0.00000 | $0.03124 |
| Sonnet 5 | $0.00000 | $0.01250 |
| Haiku 4.5 | $0.00000 | $0.00625 |
Grade A, and why
research-write 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 9d 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 — 486 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Research Write Skill
Description
Orchestrates multi-agent collaborative writing from upstream research artifacts. Produces structured documents (papers, proposals) with evidence-grounded prose, MAGI cross-review, and automated quality validation.
Usage
/research-write --source <output_dir> [--mode paper|proposal] [--audience general-public|high-school|undergraduate|phd-student|researcher|expert|"free text"] [--depth low|medium|high] [--claude-only] [--resume <write_dir>]
Arguments
$ARGUMENTS— Required and optional flags:--source <output_dir>— Path to an upstream research output directory containing artifacts from/research,/research-brainstorm,/research-explain, or/research-report. Required unless--resumeis provided.--mode— Writing mode (default:paper):paper— Academic research paper with standard structure (abstract, introduction, methodology, experiments, results, discussion, limitations, conclusion, references)proposal— Grant or funding proposal with persuasive structure (executive summary, problem statement, proposed approach, preliminary results, timeline, budget, broader impact, references)
--audience— Target audience (default:researcher):general-public— No assumed technical backgroundhigh-school— Basic math/science literacyundergraduate— Introductory college-level knowledge in the domainphd-student— Graduate-level domain knowledgeresearcher— Active researcher familiar with the field (default)expert— Deep specialist in the exact sub-field"free text"— Any custom audience description (e.g.,"medical doctors learning ML")
--depth— Controls review thoroughness (default:medium):low— Skip MAGI cross-review; Claude reviews alonemedium— Standard MAGI cross-review (Gemini + Codex review in parallel)high— MAGI cross-review + Devil's Advocate adversarial pass on high-stakes sections
--claude-only— Replace all Gemini/Codex MCP calls with Claude Agent subagents. Use when external model endpoints are unavailable. See Claude-Only Mode section below.--resume <write_dir>— Resume an interrupted write pipeline from a previous write output directory. See Resume Protocol below.
What ships with it
5 files 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.
- 9d ago First seen · 486 lines · 0 tokens per session scan A 1c4eac251ee9
research-write is a skill published in the GitHub repository Axect/magi-researchers (13 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 6,248 tokens. 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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