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orchestrate-search

Route lixSearch requests to the smallest useful set of specialist skills and arrange independent work in parallel.

Skill by pollinations

IndexedCC0-1.0★ 24
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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/pollinations-orchestrate-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

Route lixSearch requests to the smallest useful set of specialist skills and arrange independent work in parallel. Use for every request that may require web research, media processing, conversation memory, document export, deep research, or synthesis across multiple tool results.

Use cases: documents, research

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/orchestrate-search

What's inside

Skill name
orchestrate-search
Description
Route lixSearch requests to the smallest useful set of specialist skills and arrange independent work in parallel. Use for every request that may require web research, media processing, conversation memory, document export, deep research, or synthesis across multiple tool results.
License
CC0-1.0
Instructions
39 lines in SKILL.md · view on GitHub

Files (2)

  • SKILL.md
  • openai.yaml · agents/

SKILL.md (first lines)

# Orchestrate Search

Build a bounded execution graph. Prefer deterministic routing over an extra model call.

## Route

1. Resolve any same-session pending clarification before general routing. Validate every indispensable field; explicitly mark safely defaultable fields instead of repeatedly asking for them, and never invent user-supplied values.
2. Classify the request without executing tools.
3. Select only necessary skills: `research-web`, `handle-media`, `recall-memory`, `export-documents`, and `synthesize-answer`.
4. Run independent skills concurrently.
5. Preserve dependencies: search → fetch → synthesize → export. Export is a single terminal step after the answer is finalized.
6. Stream progress as tasks begin and results arrive.
7. Cancel optional work once sufficient evidence exists.

## Routing rules

- If a required subject, reference, scope, location, timeframe, format, or constraint is missing and different choices would materially change the result, ask one concise clarification question before calling tools.
- Do not ask for optional preferences when a safe, reversible default exists. State the assumption briefly when it matters.
- Resolve references from supplied message history or session context. If neither contains the referenced item, say what is missing and ask the user to restate or attach it; never invent the missing context.
- A clarification can continue only through the same `session_id`, a `previous_response_id`, or client-supplied message history. Treat an otherwise context-free request as standalone.
- While required fields remain unresolved, call no tools and create no artifacts. Persist the exact missing fields, source turn, and one concise question.
- Treat cancellation, task replacement, unrelated replies, partial answers, and complete answers as distinct transitions. Clear pending state only after validated completion, explicit cancellation, or explicit replacement.
- Answer stable, self-contained questions directly.
- Use web research for information likely to have changed.
- Use deep research only for genuinely multi-part investigations.
- Do not invoke media, memory, or export speculatively.
- Never recall semantic memory for a self-contained current-information request. Memory provides continuity, not fresh evidence.
- Reuse equivalent results already present in request memory.
- Never create unbounded tasks.

## Runtime contract

    agent: orchestrator
    tools: []
    timeout_seconds: 2
    max_concurrency: 1
    output: execution_graph

From pollinations/search.elixpo, CC0-1.0.

More from pollinations/search.elixpo

Signals

Stars
24
Forks
6
Open issues
8
Last commit (this folder)
Sep 10, 2026 (1 month ago)
Last release
Mar 27, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
CC0-1.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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orchestrate-search skill. Agent Mart. https://agentmart.dev/skills/pollinations-orchestrate-search (last updated 2026-10-24)