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.
git clone --depth 1 https://github.com/ngtiendong/Academic-Research-Agent-SkillWrote 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/commands/ngtiendong/academic-research-agent-skill/orchestrate)<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.
<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>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 | $0.00273 |
| Opus 5 | $0.00000 | $0.00137 |
| Sonnet 5 | $0.00000 | $0.00055 |
| Haiku 4.5 | $0.00000 | $0.00027 |
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 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.
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_ASSESSEDfor 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, orFULL_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.
Output
Current StageEvidence ReadMissing ArtifactsAuthorized ScopeProhibited WorkRecommended CommandHuman Decision NeededNext Small Step
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 · 33 lines · 0 tokens per session scan A 94b41456629d
orchestrate is a command published in the GitHub repository ngtiendong/Academic-Research-Agent-Skill (44 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 273 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.
Other commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.