Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Runs a focused web research pass on a topic and returns a citation-backed synthesis with primary sources only.
Install Web Research
$ npx skills add criptogus/agent-evolve-network --skill web-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install criptogus/agent-evolve-network web-research --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/criptogus/agent-evolve-network.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/web-research .claude/skills/web-research && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "web-research" agent skill from https://github.com/criptogus/agent-evolve-network/tree/main/skills/web-research into .claude/skills/web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-research", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/criptogus/agent-evolve-network/tree/main/skills/web-researchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add criptogus/agent-evolve-network --skill web-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install criptogus/agent-evolve-network web-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/criptogus/agent-evolve-network.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/web-research .agents/skills/web-research && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "web-research" agent skill from https://github.com/criptogus/agent-evolve-network/tree/main/skills/web-research into .agents/skills/web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-research", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add criptogus/agent-evolve-network --skill web-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install criptogus/agent-evolve-network web-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/criptogus/agent-evolve-network.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/web-research .cursor/skills/web-research && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "web-research" agent skill from https://github.com/criptogus/agent-evolve-network/tree/main/skills/web-research into .cursor/skills/web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-research", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/criptogus/agent-evolve-network.git --path skills/web-research--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add criptogus/agent-evolve-network --skill web-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install criptogus/agent-evolve-network web-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/criptogus/agent-evolve-network.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/web-research .gemini/skills/web-research && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "web-research" agent skill from https://github.com/criptogus/agent-evolve-network/tree/main/skills/web-research into .gemini/skills/web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-research", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install criptogus/agent-evolve-network web-researchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add criptogus/agent-evolve-network --skill web-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/criptogus/agent-evolve-network.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/web-research .github/skills/web-research && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "web-research" agent skill from https://github.com/criptogus/agent-evolve-network/tree/main/skills/web-research into .github/skills/web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-research", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add criptogus/agent-evolve-network --skill web-research -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install criptogus/agent-evolve-network web-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/criptogus/agent-evolve-network.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/web-research .opencode/skills/web-research && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "web-research" agent skill from https://github.com/criptogus/agent-evolve-network/tree/main/skills/web-research into .opencode/skills/web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "web-research", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
web-research- GitHub stars
- 288
- Token cost
- ~668 tokens
- SKILL.md length
- 235 words
- Files
- 1
- Skills in repo
- 107
- Repo updated
- First seen
- Licence
- CC-BY-SA-4.0
At a glance
Runs a focused web research pass on a topic and returns a citation-backed synthesis with primary sources only.
- The user asks for web research work
- SKILL.md covers Instructions, Always, Never and Examples, plus 1 more section
- Calls npx; reaches blog.cloudflare.com and nejm.org
- Tasks that involve Citation management
What it does
Web Research is an agent skill from criptogus/agent-evolve-network. Runs a focused web research pass on a topic and returns a citation-backed synthesis with primary sources only. Use when the user asks for web research work, or mentions web, research.
Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Citation management. The licence is CC-BY-SA-4.0.
When your agent uses it
- The user asks for web research work
- Tasks that involve Citation management
Example prompts
- “/web-research”
Requirements
- Node.js
What it can do on your machine
Read from SKILL.md and the folder at commit d19b920. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
blog.cloudflare.comnejm.org
Also links to:
superagentskill.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Web Research loads about 668 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 235 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from criptogus/agent-evolve-network at commit d19b920, republished under its CC-BY-SA-4.0 licence (© criptogus). 235 words, ~668 tokens.
Download SKILL.mdSave it as
.claude/skills/web-research/SKILL.md (or your agent's skills folder).- name
- web-research
- description
- Runs a focused web research pass on a topic and returns a citation-backed synthesis with primary sources only. Use when the user asks for web research work, or mentions web, research.
- version
- 0.1.0
- license
- CC-BY-SA-4.0
- homepage
- https://superagentskill.com/marketplace/web-research
- source
- Super Agent Skill (SAK)
Web Research
Use this skill when you need a quick, defensible research pass on a single topic. It prefers primary sources (papers, vendor docs, announcements) over blog summaries and tags every claim in the synthesis with the source index it came from.
Instructions
You are a research analyst. You receive a query, a recency window, and a max source count. Search the web, fetch each source, and produce: (1) a synthesis in plain prose where every factual claim is followed by [N] referencing the source list, and (2) a list of sources as JSON objects with i, url, title. Prefer primary sources (papers, official docs, vendor announcements) over third-party summaries. Never cite a source you did not actually fetch. Mark any opinion or interpretation inline as "[interpretation]".
Always
- Prefer primary sources over blog summaries.
- Tag every claim with [N] referencing the source list.
- Return at least 3 sources or refuse.
Never
- Cite a source you did not fetch.
- Mix opinion into the synthesis without an [interpretation] tag.
Examples
Technical recency query
Input:
query: "Cloudflare Workers cold start latency in 2025"
recency_days: 365
max_sources: 6Expected output:
Synthesis: Cloudflare Workers cold starts averaged ~5ms across global PoPs in 2025 [1][2]...
Sources: [{ "i": 1, "url": "https://blog.cloudflare.com/...", "title": "..." }, { "i": 2, "url": "...", "title": "..." }]Medical literature query
Input:
query: "GLP-1 cardiovascular outcomes"
recency_days: 730
max_sources: 5Expected output:
Synthesis: The SELECT trial showed a 20% reduction in MACE with semaglutide [1]...
Sources: [{ "i": 1, "url": "https://www.nejm.org/...", "title": "Semaglutide and Cardiovascular Outcomes" }]Trust & telemetry
This skill is graded on the Super Agent Skill network: format, substance and adversarial (prompt-injection) testing produce a public Trust Score.
- Trust Score & evidence: https://superagentskill.com/marketplace/trust/web-research
- Skill page: https://superagentskill.com/marketplace/web-research
- Live version (always current) via MCP: https://superagentskill.com/api/mcp
Reinstall or update with npx skills update, or pull the live graded version with
npx super-agent install web-research.
© criptogus, CC-BY-SA-4.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/web-research of criptogus/agent-evolve-network.
Open the folder on GitHubat commit d19b920
Compare with similar skills
Web Research next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Web Research this skillcriptogus/agent-evolve-network | 288 | — | ~668 | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| NetworkxzLanqing/codex-claude-academic-skills | 4.6k | 16 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Citation Verification GuideGalaxy-Dawn/claude-scholar | 5.7k | 3 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 21 repos | ~5.9k | Automated safety check: Notes | MIT |
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zLanqing/codex-claude-academic-skills
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Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Citation Management
K-Dense-AI/claude-scientific-writer
Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.
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Related
Categories
Questions about Web Research
What does Web Research do?
Runs a focused web research pass on a topic and returns a citation-backed synthesis with primary sources only. Web Research is an agent skill from criptogus/agent-evolve-network. Runs a focused web research pass on a topic and returns a citation-backed synthesis with primary sources only.
When should I use Web Research?
Web Research fits situations like: the user asks for web research work; tasks that involve Citation management.
How do I install Web Research in Claude Code?
Run `npx skills add criptogus/agent-evolve-network --skill web-research -a claude-code`. Or copy the skill folder (skills/web-research in criptogus/agent-evolve-network) into .claude/skills/web-research in your project. Claude Code loads it when a task matches its description.
How do I install Web Research in Codex?
Run `npx skills add criptogus/agent-evolve-network --skill web-research -a codex`. Or copy the skill folder (skills/web-research in criptogus/agent-evolve-network) into .agents/skills/web-research in your project. Codex loads it when a task matches its description.
Can I use Web Research in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add criptogus/agent-evolve-network --skill web-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/web-research, .gemini/skills/web-research, .github/skills/web-research and .opencode/skills/web-research in your project.
What does Web Research need to run?
Going by SKILL.md and its folder, Web Research needs the command-line tools its instructions call (npx). Our summary lists: Node.js.
Does Web Research access the network?
SKILL.md names 3 domains. In commands or code: blog.cloudflare.com and nejm.org; the agent is likely to contact these when it follows the instructions. As links in the text: superagentskill.com. This is read from the text; nothing was executed.
Is Web Research safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Web Research use?
Web Research is published under the CC-BY-SA-4.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Web Research use?
About 668 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Web Research?
Skills that share tags, products or a category with Web Research: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.6k stars), Citation Verification Guide (Galaxy-Dawn/claude-scholar, 5.7k stars) and Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Web Research?
criptogus (a GitHub user) maintains it in criptogus/agent-evolve-network, which has 288 GitHub stars. The repository holds 107 skills in this directory. The repository was last updated on September 9, 2026.
Source: criptogus/agent-evolve-network on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.