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.
npx skills add WenyuChiou/research-hub --skill research-workflow-orchestratorgit clone --depth 1 https://github.com/WenyuChiou/research-hubWrote 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/wenyuchiou/research-hub/research-workflow-orchestrator)<a href="https://agentmods.dev/skills/wenyuchiou/research-hub/research-workflow-orchestrator"><img src="https://agentmods.dev/badge/skills/wenyuchiou/research-hub/research-workflow-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.
<a href="https://agentmods.dev/skills/wenyuchiou/research-hub/research-workflow-orchestrator"><img src="https://agentmods.dev/badge/skills/wenyuchiou/research-hub/research-workflow-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00048 | $0.01991 |
| Opus 5.5 | $0.00019 | $0.00796 |
| Sonnet 5.5 | $0.00010 | $0.00398 |
| Haiku 4.5 | $0.00005 | $0.00199 |
Grade A, and why
research-workflow-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 24d 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 — 195 lines — stays where its author put it; the contents beside it link to each section on GitHub.
research-workflow-orchestrator
Coordinate an entire research project without turning consequential scientific
decisions into silent automation. The orchestrator resumes from
.research/workflow_state.yml, performs safe work automatically, and asks for
one structured decision only when the next action crosses a declared gate.
This is a coordination skill, not a new research engine. It routes to the
existing research-hub skills and available CLI/MCP integrations. Read
references/workflow-contract.md before the first run. Read
references/tool-adapters.md only for the current stage or when selecting a
tool adapter. The machine-readable state contract is
references/workflow-state.schema.json.
Use when
- The user asks to run, resume, automate, or supervise a multi-stage research project.
- Work spans at least three of topic scoping, discovery, synthesis, design, experiments, writing, and release.
- A persistent human-in-the-loop audit trail is required.
Do not use for one isolated operation. Route a single literature table to
literature-triage-matrix, one design conversation to
research-design-helper, one paper summary to paper-summarize, or project
orientation alone to research-project-orienter.
Shared research contract
Read ../research-hub/references/research-protocol.md for the scope-to-query
map, literature roles, version/decision observations and bounded completion;
read ../research-hub/references/source-claim-audit.md for source support.
Native research remains available when Hub runtime/actions are unavailable.
Do not infer substantive coverage from a candidate count or command exit.
If shared files are unavailable, preserve user constraints, actual source level,
load-bearing evidence gaps and planned/executed distinctions explicitly.
Required inputs
- Project root.
- User objective and constraints.
- Existing
.research/manifests, if present. - Available tool capabilities. Discover them; never assume an MCP server, connector, credential, or browser session exists.
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.
- 24d ago Changed · +10 lines e57225b0fe9a
- 1mo ago First seen · 185 lines · 48 tokens per session scan A 576e2aa4a7af
research-workflow-orchestrator is a skill published in the GitHub repository WenyuChiou/research-hub (66 stars, last pushed today), licensed MIT. It adds 48 tokens to every session and 1,991 once invoked, about $0.0002 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 2026-09-03.
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