web-research SKILL.md skillA

web-research from dougtrajano/pydantic-ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add dougtrajano/pydantic-ai-skills/web-research@git:20251219.172092f

Pins git:20251219.172092f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
dougtrajano/pydantic-ai-skills
Path
examples/skills/web-research/SKILL.md
Versions recorded
1
Latest version
git:20251219.172092f, committed Dec 19, 2025
Size
2,475 bytes
Repository stars
381
License
MIT

Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Web Research Skill

This skill provides guidance on conducting comprehensive web research. It emphasizes planning, efficient information gathering, and systematic synthesis of findings.

**Note:** This skill provides a methodology and best practices for web research. It does not include executable scripts or tools beyond what's available in your agent's toolset.

## When to Use This Skill

Use this skill when you need to:

- Research complex topics requiring multiple information sources
- Gather and synthesize current information from the web
- Conduct comparative analysis across multiple subjects
- Produce well-sourced research reports with clear citations

## Research Process

### Step 1: Create and Save Research Plan

Before conducting research:

1. **Analyze the research question** - Break it down into distinct, non-overlapping subtopics

2. **Create a research plan** - Determine:
   - The main research question
   - 2-5 specific subtopics to investigate
   - Expected information from each subtopic
   - How results will be synthesized

**Planning Guidelines:**

- **Simple fact-finding**: 1-2 subtopics
- **Comparative analysis**: 1 subtopic per comparison element (max 3)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add dougtrajano/pydantic-ai-skills/web-research@sha256:799b36f01cdf5ddf

The line at the top of this page pins the label git:20251219.172092f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_jthp3gu2gphtyvn6.svg)](https://markdownregistry.com/a/art_jthp3gu2gphtyvn6)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Dec 19, 2025.

versioncommittedcommitsizeaudit
git:20251219.172092f latest2025-12-19 172092f 2,475 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2475 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

dougtrajano/pydantic-ai-skills · 381 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jthp3gu2gphtyvn6
GET https://markdownregistry.com/api/v1/resolve?ref=dougtrajano/pydantic-ai-skills/web-research
GET https://markdownregistry.com/api/v1/blob/799b36f01cdf5ddf4b036b2df2d8cb90365d0ba861dff7b02d982420fd1f0a44

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from dougtrajano/pydantic-ai-skills

sonarqube SKILL.md skill
dougtrajano/pydantic-ai-skills · .claude/skills/sonarqube/SKILL.md · Operate SonarQube-enabled repositories through the SonarQube CLI (`sonar`): verify authentication, discover project…
git:20260906.66d546f · audit A · 381 stars
AGENTS.md AGENTS.md file
dougtrajano/pydantic-ai-skills · AGENTS.md
git:20261003.91dcd8c · audit A · 381 stars
CLAUDE.md CLAUDE.md file
dougtrajano/pydantic-ai-skills · CLAUDE.md
git:20260516.6b85965 · audit B · 381 stars
arxiv-search SKILL.md skill
dougtrajano/pydantic-ai-skills · examples/skills/arxiv-search/SKILL.md · Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and…
git:20260124.c0a5a2f · audit A · 381 stars
data-analysis SKILL.md skill
dougtrajano/pydantic-ai-skills · examples/skills/data-analysis/SKILL.md · Profile and aggregate a bundled sales dataset - group revenue by region, category, channel or month, apply filters, and…
git:20260816.4a89ea0 · audit A · 381 stars
pydanticai-docs SKILL.md skill
dougtrajano/pydantic-ai-skills · examples/skills/pydanticai-docs/SKILL.md · Use this skill whenever the user is working with the Pydantic AI framework — including building AI agents, defining…
v1.0 · audit A · 381 stars

Every file in dougtrajano/pydantic-ai-skills

Other files named web-research

web-research SKILL.md skill
laude-institute/headlong · skills/web-research/SKILL.md · Research topics using the web via curl. Use when the user asks to look something up, find current information, or…
git:20260502.9b702aa · audit A · 1,269 stars
web-research SKILL.md skill
shibing624/agentica · examples/data/skills/web-research/SKILL.md · Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web…
git:20260206.d8f7d1a · audit A · 359 stars
web-research SKILL.md skill
enowdev/antares · internal/migrate/testdata/nanobot/home/.nanobot/workspace/skills/web-research/SKILL.md · Search the web and summarise sources.
git:20261003.288416f · audit B · 85 stars
web-research SKILL.md skill
enowdev/antares · internal/migrate/testdata/openclaw/home/.openclaw/skills/web-research/SKILL.md · Shadowed by the workspace copy.
git:20261003.288416f · audit B · 85 stars
web-research SKILL.md skill
enowdev/antares · internal/migrate/testdata/hermes/home/skills/research/web-research/SKILL.md · Research a topic on the web and cite sources.
git:20261003.288416f · audit B · 85 stars
web-research SKILL.md skill
enowdev/antares · internal/migrate/testdata/openclaw/home/.openclaw/workspace/skills/web-research/SKILL.md · Workspace research skill.
git:20261003.288416f · audit B · 85 stars
web-research SKILL.md skill
enowdev/antares · internal/migrate/testdata/zeroclaw/v3/agents/default/workspace/skills/web-research/SKILL.md · Research a topic on the web and cite sources.
git:20261003.288416f · audit B · 85 stars
web-research SKILL.md skill
phuetz/code-buddy · cowork/.claude/skills/web-research/SKILL.md · Autonomous multi-source web research: fetch several web pages, extract their main content, and synthesize a cited…
git:20260617.8591299 · audit A · 49 stars

Browse by kind, by grade A, or by owner.