Full Research Suite
The Complete Academic Research Workflow (16 Skills) + literature discovery—you can get it for free
Works with every agent that reads SKILL.md — Claude Code, Cursor, Codex CLI, Gemini CLI, GitHub Copilot, Windsurf, OpenClaw, and more.
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What's included
17 skills
Systematic discovery and landscape mapping of scientific literature with citation analysis and venue quality filtering.
Turn a pile of research papers into a coherent State of the Art narrative with gaps and future directions.
Systematically identifies research gaps and unexplored dimensions across six technical domains. Find the questions nobody answered, analyze your papers and uncover the gaps the community missed.
Validate whether your research idea is genuinely new, before you spend months on it.
Design a rigorous, reproducible methodology, with baselines, metrics, and ablations reviewers cannot reject.
Turn any methodology, pipeline, or result into a publication-ready figure, with spec, caption, and renderable code.
Get a full IMRaD (introduction, method, results and discussion) outline with page budgets, key messages, and figure placement before you write a single word.
Generate venue-ready paper titles in multiple styles, scored for impact, readability, and discoverability.
Write a related-work section that positions your paper; thematic, gap-focused, and reviewer-ready.
Write a discussion that interprets results, owns limitations, and extracts real implications.
Write a standalone conclusion that summarizes contributions and sets up specific future work.
Write venue-ready abstracts in IEEE, ACM, Nature, and structured styles, in seconds.
Generate keywords that get your paper found, aligned to journal taxonomies and search behavior.
Validate every citation, from consistency and format to DOIs and retracted references, before reviewers do.
Match your paper to the right journal, with ranked picks, quartile, and a primary plus backup strategy.
A full pre-submission peer review that finds the weaknesses real reviewers will flag, before they do.
Your research project manager: orchestrates the full workflow from idea to submission-ready paper.
See it in action
literature-discovery
Example session with this skill installed
Use the literature-discovery skill to map recent research on retrieval-augmented generation (RAG) for enterprise knowledge bases, focusing on the last 5 years and Q1/Q2 venues.
- Read your context and instructions
- Compiled the literature-discovery
Research clusters
| Cluster | Focus | Leading venues | Maturity |
|---|---|---|---|
| Retrieval architectures | Dense/sparse hybrid, late interaction | SIGIR, ACL, EMNLP | Mature |
| Enterprise grounding | Domain adaptation, access control | KDD, VLDB, ICML | Growing |
| Evaluation & benchmarking | RAG-specific metrics, human eval | ACL, TACL | Emerging |
| Long-context vs RAG | Context windows replacing retrieval | ICLR, NeurIPS | Hot |
Seminal papers
- Lewis et al. (2020) — Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks (foundational)
- Karpukhin et al. (2020) — Dense Passage Retrieval
- Izacard & Grave (2021) — Fusion-in-Decoder
- Gao et al. (2023) — RAG survey + benchmarks (ACL)
- Asai et al. (2024) — Self-RAG / adaptive retrieval
Leading authors, datasets & metrics
- Institutions: Meta AI, Stanford, U. Waterloo, Berkeley, Tsinghua
- Datasets: Natural Questions, MS MARCO, KILT, HotpotQA, FinanceBench
- Metrics: EM/F1, recall@k, faithfulness, citation precision
Trend
Shift from "bigger retriever" toward
adaptive retrieval + factual-grounding evaluation, especially for private enterprise corpora.
Next steps
- Run
state-of-the-arton the 8 seminal papers for a narrative review. - Run
research-gapto confirm the evaluation gap before committing.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
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Click the path to copy it. Create the folder if it does not exist yet.
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