NeVibeCode · collection · 30

Research skills

Ordered by install count from the source, then by repository stars on GitHub. Only cards with a checked description are included.

1

analyze-project

Reads a deep learning repository and maps its structure, entrypoints and suspicious spots. Changes nothing, runs no heavy jobs.

skill · lllllllama · MIT

335,500installs
2

ai-research-reproduction

This skill guides a repository-grounded reproduction run from its README to an evidence bundle. Use it to test a documented model run without quietly changing the experiment.

skill · lllllllama · MIT

335,300installs
3

explore-code

A skill for cautious code experiments in deep learning repositories: it transplants modules and adapts architectures on an isolated branch, with rollback-aware records.

skill · lllllllama · MIT

335,000installs
4

explore-run

Plans bounded exploratory machine learning runs with comparability caveats and saves summaries to explore_outputs.

skill · lllllllama · MIT

334,700installs
5

run-train

Runs a selected training command and organizes the resulting evidence. Use it for startup checks, short-run verification, full training kickoff, or resume handling.

skill · lllllllama · MIT

334,700installs
6

last30days

Pulls posts and engagement on any topic from the last 30 days across Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub and the web. Useful when you want what people actually said, not what a blog summarized.

skill · mvanhorn · MIT

52,400installs
7

firecrawl-research-papers

Discovers and synthesizes academic literature using Firecrawl Research. Builds structured reviews from PubMed, bioRxiv, medRxiv, and arXiv papers.

skill · firecrawl · ISC

33,800installs
8

firecrawl-workflows

A router skill for Claude Code and other coding agents: it picks a ready Firecrawl workflow for the job and returns a sourced deliverable.

skill · firecrawl · ISC

32,600installs
9

persona-researcher official

Sets up an AI researcher persona for Google Workspace. It organizes references in Drive, tracks data in Sheets, and manages review requests.

skill · googleworkspace · Apache-2.0

31,300installs
10

tavily-research

Runs deep web research via the Tavily CLI and returns a structured report with source citations. Useful for market reviews and multi-source technical comparisons.

skill · tavily-ai · MIT

21,900installs
11

nature-writing

A skill that drafts and restructures scientific manuscript sections and first-submission materials from evidence you supply.

skill · Yuan1z0825 · Apache-2.0

15,600installs
12

nature-reviewer

The skill runs a Nature-style referee assessment of a scientific manuscript: three independent reviewer reports plus a post-review synthesis. Useful before you submit.

skill · Yuan1z0825 · Apache-2.0

13,800installs
13

nature-shared

A support package for the Nature Skills set. It holds shared definitions and journal formats that other skills load on demand, and never runs on its own.

skill · Yuan1z0825 · Apache-2.0

13,100installs
14

learn

A six-phase research workflow that turns source material into notes, an outline, or a publish-ready draft. Use it for unfamiliar domains and multi-source work.

skill · tw93 · MIT

13,100installs
15

nature-literature-pipeline

Automates academic literature discovery, six-dimension paper scoring, and digest delivery to chat apps. Useful for running daily research scans via cron.

skill · Jiahao8595 · MIT

11,800installs
16

bmad-deep-recon

A research skill that drafts a deep-research prompt, processes a finished report, or runs the research itself on a topic or your repo.

skill · bmad-code-org · MIT

11,200installs
17

nature-paper-card

Turns one scientific paper into a structured deep-reading card: methods, experiment-to-claim evidence, limitations. Useful when you need the paper taken apart, not summarised.

skill · Yuan1z0825 · Apache-2.0

10,400installs
18

deep-research

Runs multi-stage research, checks claims against sources, and assembles structured reports. Use it for complex analysis and comparisons, not quick lookups.

skill · 199-biotechnologies

10,200installs
19

academic-paper-reviewer

This skill reviews an academic paper through five role-based perspectives. Use it for peer review, revision checks, or a focused methodology assessment.

skill · Imbad0202 · LicenseRef-Unknown

9,800installs
20

create-technical-spike official

Creates time-boxed technical spike documents for researching critical questions about architecture, APIs, or performance before development starts.

skill · github · MIT

9,000installs
21

academic-pipeline

Coordinates academic research from source gathering and drafting through integrity checks, peer review, revisions, and finalization. Useful for a complete paper workflow.

skill · Imbad0202 · LicenseRef-Unknown

7,200installs
22

search-specialist

A subagent that hunts down precise information across many sources: builds queries, picks sources, filters results. Useful when the job is finding, not analyzing.

subagent · VoltAgent Community · MIT

6,886installs
23

market-research

A skill for market research, competitor comparisons and investor diligence. Useful when you need a decision backed by evidence, not a tidy report.

skill · affaan-m · MIT

5,400installs
24

deep-research

Turns a vague “research this” request into a cited report: sub-questions, 15–30 sources, an inline reference under each finding and a confidence level.

skill · affaan-m · MIT

5,000installs
25

search-first

A skill that makes the agent search npm, PyPI, MCP servers and GitHub for existing tools before it writes custom code.

skill · affaan-m · MIT

4,700installs
26

exa-search

Wires Exa neural search into your agent: fresh web pages, code examples, company and people lookups. Useful when you need search instead of model guesswork.

skill · affaan-m · MIT

4,500installs
27

research-ops

A skill that routes research requests to the right tool and labels every claim as sourced fact, your context, inference or recommendation. Useful when the answer depends on what is true now.

skill · affaan-m · MIT

4,400installs
28

company-research

Builds a company brief from public sources: quotes from leaders, product strategy, how the org works. Useful before an interview, a partner meeting or a competitor review.

skill · deanpeters · CC-BY-SA-4.0

3,400installs
29

customer-research official

Researches customer topics across internal documents, CRMs, team chats, and web sources. Generates a structured brief with confidence scores and source attribution.

skill · anthropics · Apache-2.0

3,100installs
30

jobs-to-be-done

The skill breaks customer needs into functional, social and emotional jobs, plus pains and gains. Useful when feature requests keep arriving with no reason behind them.

skill · deanpeters · CC-BY-SA-4.0

3,100installs

Research skills

persona-researcher official

create-technical-spike official

customer-research official

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