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 AlterLab-IEU/AlterLab-Academic-Skills --skill alterlab-research-pipelinegit clone --depth 1 https://github.com/AlterLab-IEU/AlterLab-Academic-SkillsWrote 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/alterlab-ieu/alterlab-academic-skills/alterlab-research-pipeline)<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-academic-skills/alterlab-research-pipeline"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-academic-skills/alterlab-research-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.
<a href="https://agentmods.dev/skills/alterlab-ieu/alterlab-academic-skills/alterlab-research-pipeline"><img src="https://agentmods.dev/badge/skills/alterlab-ieu/alterlab-academic-skills/alterlab-research-pipeline.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 | $0.00126 | $0.06771 |
| Opus 5 | $0.00063 | $0.03386 |
| Sonnet 5 | $0.00025 | $0.01354 |
| Haiku 4.5 | $0.00013 | $0.00677 |
Grade A, and why
alterlab-research-pipeline 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 8d 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 — 453 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Academic Pipeline v2.6 — Full Academic Research Workflow Orchestrator
A lightweight orchestrator that manages the complete academic pipeline from research exploration to final manuscript. It does not perform substantive work — it only detects stages, recommends modes, dispatches skills, manages transitions, and tracks state.
v2.0 Core Improvements:
- Mandatory user confirmation checkpoints — Each stage completion requires user confirmation before proceeding to the next step
- Academic integrity verification — After paper completion and before review submission, 100% reference and data verification must pass
- Two-stage review — First full review + post-revision focused verification review
- Final integrity check — After revision completion, re-verify all citations and data are 100% correct
- Reproducible — Standardized workflow producing consistent quality assurance each time
- Process documentation — After pipeline completion, automatically generates a "Paper Creation Process Record" PDF documenting the human-AI collaboration history
Quick Start
Full workflow (from scratch):
I want to write a research paper on the impact of AI on higher education quality assurance
--> alterlab-research-pipeline launches, starting from Stage 1 (RESEARCH)
Mid-entry (existing paper):
I already have a paper, help me review it
--> alterlab-research-pipeline detects mid-entry, starting from Stage 2.5 (INTEGRITY)
Revision mode (received reviewer feedback):
I received reviewer comments, help me revise
--> alterlab-research-pipeline detects, starting from Stage 4 (REVISE)
Execution flow:
- Detect the user's current stage and available materials
- Recommend the optimal mode for each stage
- Dispatch the corresponding skill for each stage
- After each stage completion, proactively prompt and wait for user confirmation
- Track progress throughout; Pipeline Status Dashboard available at any time
What ships with it
19 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.
- agents/integrity_verification_agent.md 29 KB
- agents/pipeline_orchestrator_agent.md 22 KB
- agents/state_tracker_agent.md 16 KB
- commands/research-pipeline.md 1.8 KB
- evals/evals.json 4.1 KB
- examples/full_pipeline_example.md 17 KB
- examples/integrity_failure_recovery.md 26 KB
- examples/mid_entry_example.md 12 KB
- references/claim_verification_protocol.md 2.7 KB
- references/external_review_protocol.md 6.4 KB
- references/integrity_and_review_protocols.md 3.6 KB
- references/mode_advisor.md 8.2 KB
- references/orchestrator_workflow.md 2.6 KB
- references/pipeline_state_machine.md 13 KB
- references/plagiarism_detection_protocol.md 13 KB
- references/process_summary_protocol.md 6.3 KB
- references/reproducibility_and_audit.md 1.8 KB
- references/team_collaboration_protocol.md 8.9 KB
- templates/pipeline_status_template.md 4.5 KB
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.
- 8d ago First seen · 453 lines · 126 tokens per session scan A f633869bacd5
alterlab-research-pipeline is a skill published in the GitHub repository AlterLab-IEU/AlterLab-Academic-Skills (66 stars, last pushed 7d ago), licensed MIT. It adds 126 tokens to every session and 6,771 once invoked, about $0.0006 per session on Opus 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.
Other skills, from other repositories
academic-slides
Create Beamer-inspired academic HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build slides for a conference talk, lecture, seminar, or thesis defense. Supports theorem environments, KaTeX equations, algorithm pseudocode, and citations. Helps academics discover their…
ob-hrm-scale-adaptor
A guide for adapting organisational behaviour and human-resources survey scales across languages and cultures. It covers permission checks, translation and back-translation, expert review, participant interviews, and tests of whether groups interpret the scale comparably.
r-spss-syntax-architect
A guide for turning research hypotheses into repeatable R or SPSS code for statistical analysis. It covers panel data, where the same companies or other units are observed over time, as well as interaction effects, curves, and mediation.
phd-milestone-tracker
A tracker for planning and monitoring the academic milestones of working business doctoral students.
q1-journal-reviewer
A simulated anonymous review by a demanding business-research journal referee. It examines a complete paper for contribution, causal reasoning, robustness checks, mechanisms, and the difference between statistical and real-world importance.
tej-data-scout
A research-planning guide that checks whether a proposed study can use data from a database such as TEJ, Taiwan’s financial and economic data service. It breaks the topic into variables, finds likely data sections, checks coverage and frequency, and notes gaps that still need confirmation.