web-search
Discover a bounded set of fresh web source candidates from one explicit search query, preserve provider evidence and reported cost, and prepare source…
Skill by runxhq
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/runxhq-web-search
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Node.js package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/web-search
What's inside
- Skill name
web-search- Description
- Discover a bounded set of fresh web source candidates from one explicit search query, preserve provider evidence and reported cost, and prepare source selection for fetching and research.
- License
- Apache-2.0
- Instructions
- 40 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (10)
- SKILL.md
- bounded-discovery.yaml · fixtures/
- composes-in-graph.yaml · fixtures/
- empty-discovery.yaml · fixtures/
- composed.graph · fixtures/support/
- unusable-candidates.yaml · fixtures/
- catalog.md · references/
- run.yaml
- web-search.mjs
- web-search.test.mjs
SKILL.md (first lines)
# Web search Discover sources for a specific question. The initial `search` runner uses the selected Exa account for one query and at most 20 results. It normalizes source identity, removes exact duplicate URLs, rejects malformed non-web candidates and preserves the provider operation alongside the result. It does not silently choose another provider, execute extra queries, fetch full pages or write a research conclusion. Exa is the initial executable backend; additional backends need their own declared operations and result mapping. ## Search procedure Choose one concrete information need per query. Include the relevant entity, decision and discriminating terms. Prefer direct evidence: official documentation, first-party announcements, original reports or research. Use domain restrictions when the task requires authoritative sources. Use publication-date bounds for a time-sensitive question, remembering that a publication date is not necessarily the event date. Do not add filters that exclude the contrary evidence you need. Limit queries and results to the caller's actual budget. Search may consume paid credits. The result includes reported cost when available; missing cost remains unknown. The result cap is not a monetary spending limit. This package adds no billing authority or automatic retry after an uncertain paid request. ## Result and composition `search_result` contains the query, provider request ID, usable source candidates, discard counts and reported cost. `provider_operation` retains the exact native provider evidence and account binding. An empty provider result returns `no_results`; a nonempty response with no usable candidates returns `unusable_results`. Neither means the question has been researched exhaustively. Titles, dates and any returned excerpt are discovery metadata, not verified claims or full page content. Fetch selected URLs through `web-fetch` and feed the actual retrieved packets to `research`. Check contradictions, source diversity and coverage before drawing conclusions. `research` over supplied evidence does not perform fresh discovery by itself. Reuse adequate existing evidence rather than repeating a paid search.
From runxhq/runx, Apache-2.0.
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Signals
- Stars
- 104
- Forks
- 109
- Open issues
- 16
- Contributors
- 16
- Last commit (this folder)
- Oct 17, 2026 (11 days ago)
- Last release
- Oct 18, 2026 (10 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/runxhq/runx
- Website
- runx.ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
web-search skill. Agent Mart. https://agentmart.dev/skills/runxhq-web-search (last updated 2026-10-24)