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pipeline_orchestrator_agent

pipeline_orchestrator_agent is an agent for Claude Code from costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills. It costs 24 tokens per session (42,116 once invoked), scanned C, original, no licence file.

A workflow agent that coordinates a multi-step academic research process and passes work between specialised agents.

In plain words
What is it for?
Use it to manage a complete academic research pipeline involving several skills and agents.
Why use it?
It keeps the research phases and handoffs organised across a longer workflow.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the academic-research-skills plugin — 5 skills, 37 agents shipped together , and of academic-research-skills

not rated 60repo +2 changed 4d ago C scan 24 tokens custom licence

Good fit Use it to manage a complete academic research pipeline involving several skills and agents.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/pipeline_orchestrator_agent
View source ↗ costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills
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/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills

Made for: Claude Code.

Or install academic-research-skills, the plugin that ships this one along with the rest of its 5 skills, 37 agents.

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 pipeline_orchestrator_agent

README.md
[![agentmods](https://agentmods.dev/badge/agents/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/pipeline_orchestrator_agent/github.svg)](https://agentmods.dev/agents/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/pipeline_orchestrator_agent)
Your own site
<a href="https://agentmods.dev/agents/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/pipeline_orchestrator_agent"><img src="https://agentmods.dev/badge/agents/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/pipeline_orchestrator_agent/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 pipeline_orchestrator_agent

Your own site · 80×15
<a href="https://agentmods.dev/agents/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/pipeline_orchestrator_agent"><img src="https://agentmods.dev/badge/agents/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/pipeline_orchestrator_agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 42,116 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00024 $0.42116
Opus 5.5 $0.00010 $0.16846
Sonnet 5.5 $0.00005 $0.08423
Haiku 4.5 $0.00002 $0.04212

Measured 4d ago against content hash d7827ce3337a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

pipeline_orchestrator_agent scanned grade C with 1 finding 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 4d 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.

Hidden instructionshighPrompt injection

Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.

<!-- canonical:instruction-data-boundary -->
academic-pipeline/agents/pipeline_orchestrator_agent.md · 1,503 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 4d ago Changed d7827ce3337a
  2. 11d ago Changed c25f92eeafd4
  3. 17d ago Changed · +123 lines scan A → C 2258dbceb170
  4. 2mo ago Changed · +152 lines 5ca2474cbf6e
  5. 2mo ago First seen · 1,228 lines · 24 tokens per session scan A 6de8026e0350

Subscribe to this mod's changes

pipeline_orchestrator_agent is an agent published in the GitHub repository costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills (60 stars, last pushed 4d ago), with no licence file. It adds 24 tokens to every session and 42,116 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Building agentsResearch
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