A research workflow coordinator that examines the project's current stage, evidence, missing documents, and decision gates.

Use it to recommend the next appropriate command, define the permitted scope, identify prohibited work, and list only the documents needed now.

It prevents work from advancing beyond what the available evidence authorises and highlights decisions that require the researcher.

orchestrate — Command for Claude Code by ngtiendong

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/ngtiendong/Academic-Research-Agent-Skill

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/ngtiendong/academic-research-agent-skill/orchestrate/github.svg)](https://agentmods.dev/commands/ngtiendong/academic-research-agent-skill/orchestrate)

Your own site

<a href="https://agentmods.dev/commands/ngtiendong/academic-research-agent-skill/orchestrate"><img src="https://agentmods.dev/badge/commands/ngtiendong/academic-research-agent-skill/orchestrate/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.

Your own site · 80×15

<a href="https://agentmods.dev/commands/ngtiendong/academic-research-agent-skill/orchestrate"><img src="https://agentmods.dev/badge/commands/ngtiendong/academic-research-agent-skill/orchestrate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 331 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00331
Opus 5.5	$0.00000	$0.00132
Sonnet 5.5	$0.00000	$0.00066
Haiku 4.5	$0.00000	$0.00033

Measured 1mo ago against content hash 13d9c99bf922, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

orchestrate 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.

.claude/commands/orchestrate.md · 35 lines

What it actually says

/orchestrate

Act as the Orchestrator.

Language

If config/language.yaml exists, follow output_language and translation_mode. Otherwise write in English.

Task

Inspect the available project state and decide the next best research action.

Procedure

Identify the current stage: idea, scope, literature, formalization, novelty, reality audit, evidence recovery, feasibility pilot, planning, implementation, full run, review, or writing.
Resolve the project-local naming profile and inspect the evidence required for the requested decision.
State NOT_ASSESSED for gates that lack prerequisites; artifact existence alone does not pass a gate.
Detect fatal assumptions, missing evidence, and decisions that require the human.
Route only work authorized by BLOCK, FEASIBILITY_PILOT_ONLY, EXECUTION_READY, or FULL_RUN_READY.
Do not perform the downstream task unless the user explicitly asks and the gate permits it.
Recommend only the artifacts needed now. Do not propose a complete lifecycle bundle for a raw idea.
Check that every retained headline claim has a traceable competitor, falsifying test/proof obligation or arm/result ID, evidence artifact, paper location, and residual risk.
Detect model, scale, dataset, processor, or configuration substitutions and reopen affected gates instead of assuming transfer.

Output

Current Stage
Evidence Read
Missing Artifacts
Authorized Scope
Prohibited Work
Recommended Command
Human Decision Needed
Next Small Step

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.

1mo ago Changed · +2 lines 13d9c99bf922
2mo ago First seen · 33 lines · 0 tokens per session scan A 94b41456629d

Subscribe to this mod's changes

orchestrate is a command published in the GitHub repository ngtiendong/Academic-Research-Agent-Skill (68 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 331 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.

Research

orchestrate next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
orchestratengtiendong/Academic-Research-Agent-Skill	Command	68	1mo ago	MIT	A	0	Claude Code
checklistgithub/spec-kit	Command	148k	yesterday	MIT	A	13	Claude Code
clarifygithub/spec-kit	Command	148k	yesterday	MIT	A	27	Claude Code
specifygithub/spec-kit	Command	148k	yesterday	MIT	A	13	Claude Code
analyzegithub/spec-kit	Command	148k	yesterday	MIT	A	26	Claude Code
convergegithub/spec-kit	Command	148k	yesterday	MIT	A	35	Claude Code
implementgithub/spec-kit	Command	148k	yesterday	MIT	A	14	Claude Code