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academic-pipeline

academic-pipeline is a skill for Claude Code from costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills. It costs 167 tokens per session (13,661 once invoked), scanned C, original, no licence file.

A workflow coordinator for academic research and paper writing, from initial research through review, revisions, integrity checks, and final preparation.

In plain words
What is it for?
Use it to manage research, drafting, review, revision, integrity checking, and finalizing an academic paper.
Why use it?
It brings the separate stages of producing a research paper into one defined process instead of leaving authors to coordinate them manually.

Skill 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 167 tokens custom licence

Good fit Use it to manage research, drafting, review, revision, integrity checking, and finalizing an academic paper.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/academic-pipeline
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.

Any agent
npx skills add costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills --skill academic-pipeline
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 academic-pipeline

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/academic-pipeline"><img src="https://agentmods.dev/badge/skills/costrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skills/academic-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 167 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 13,661 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 $0.00167 $0.13661
Opus 5.5 $0.00067 $0.05464
Sonnet 5.5 $0.00033 $0.02732
Haiku 4.5 $0.00017 $0.01366

Measured 4d ago against content hash 7fd09a993339, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

academic-pipeline 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/SKILL.md · 778 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

Files

What ships with it

29 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.

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 7fd09a993339
  2. 11d ago Changed e5eae39597c3
  3. 17d ago Changed · +41 lines · +30 tokens per session scan A → C 5f2091fd3216
  4. 2mo ago Changed · +62 lines · +6 tokens per session 5b9b92ad1df7
  5. 2mo ago First seen · 675 lines · 131 tokens per session scan A c97cf0d87722

Subscribe to this mod's changes

academic-pipeline is a skill 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 167 tokens to every session and 13,661 once invoked, about $0.0007 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.

ResearchWriting and docs
Related

academic-pipeline compared with skills from other repositories

academic-pipeline next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
academic-pipelinecostrict-plugins-repo/imbad0202-academic-research-skills-academic-research-skillsSkill604d agononeC167Claude Code
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143kyesterdayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143kyesterdayMITA103Claude Code