research-orchestrator

research-orchestrator is a skill for Claude Code, Codex from FerroxLabs/wayland. It costs 109 tokens per session (4,082 once invoked), scanned A, original, AGPL-3.0.

A research guide for coordinating evidence gathering from multiple sources and combining the results. It includes checking source quality and stating how confident the conclusions are.

In plain words
What is it for?
Use it to plan multi-source research, assess evidence, write research reports, and produce findings with confidence levels.
Why use it?
It helps make complex research more systematic and makes the strength of the evidence visible to the reader.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to plan multi-source research, assess evidence, write research reports, and produce findings with confidence levels.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ferroxlabs/wayland/research-orchestrator
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.

Any agent
npx skills add FerroxLabs/wayland --skill research-orchestrator
Clone the repo
git clone --depth 1 https://github.com/FerroxLabs/wayland

Made for: Claude Code, Codex.

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 research-orchestrator

README.md
[![agentmods](https://agentmods.dev/badge/skills/ferroxlabs/wayland/research-orchestrator/github.svg)](https://agentmods.dev/skills/ferroxlabs/wayland/research-orchestrator)
Your own site
<a href="https://agentmods.dev/skills/ferroxlabs/wayland/research-orchestrator"><img src="https://agentmods.dev/badge/skills/ferroxlabs/wayland/research-orchestrator/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 research-orchestrator

Your own site · 80×15
<a href="https://agentmods.dev/skills/ferroxlabs/wayland/research-orchestrator"><img src="https://agentmods.dev/badge/skills/ferroxlabs/wayland/research-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 109 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,082 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin unknown 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 $0.00109 $0.04082
Opus 5 $0.00055 $0.02041
Sonnet 5 $0.00022 $0.00816
Haiku 4.5 $0.00011 $0.00408

Measured 6d ago against content hash 9073a7004acd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

research-orchestrator 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 6d 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.

src/process/resources/skills-library/bodies/agents/orchestration/research-orchestrator/SKILL.md · 401 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. 6d ago First seen · 401 lines · 109 tokens per session scan A 9073a7004acd

Subscribe to this mod's changes

research-orchestrator is a skill published in the GitHub repository FerroxLabs/wayland (603 stars, last pushed yesterday), licensed AGPL-3.0. It adds 109 tokens to every session and 4,082 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 2026-09-03.

Related

Other skills, from other repositories

autoresearch

Run an auto research / autoresearch loop for measurable improvements. Use when optimizing a skill, agent, prompt, code path, benchmark, or other target with a mechanical metric: baseline, mutate one thing, verify, keep or discard, log, chart progress, and optionally save improved custom skills or agents through Open…

joe-broadhead/open-cowork · 0 tokens

scientific-brainstorming

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use…

xintaofei/codeg · 60 tokens

imap-smtp-email

Read and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Works with any IMAP/SMTP server including Gmail, Outlook, 163.com, vip.163.com, 126.com, vip.126.com, 188.com, and vip.188.com.

freestylefly/wesight · 82 tokens

claw-metagenomics

Shotgun metagenomics profiling — taxonomy, resistome, and functional pathways.

aAAaqwq/AGI-Super-Team · 21 tokens

feishu-create-doc

A skill for creating Feishu cloud documents from Lark-flavoured Markdown, a Feishu-specific form of plain-text document formatting.

op7418/CodePilot · 40 tokens

feishu-troubleshoot

A Feishu troubleshooting tool with FAQs and diagnostic commands. Feishu is a collaboration platform with online documents and workplace services.

op7418/CodePilot · 92 tokens