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Adaptive Agent Routing

ASecurity

Select the narrowest useful agent, skill, MCP, and config route for non-trivial work. Use when delegation, context placement, specialist ownership, duplicate skill aliases, or routing visibility materially affects execution; avoid for trivial single-surface work.

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  • Added September 23, 2026
ai-agentsdatabase

Works with

  • mcp

Security analysis

A100/100

Pro scans all 3 files and shows the line behind each finding

Scanned October 5, 2026

npx -y skills add ucsahinn/agentchef --skill adaptive-agent-routing --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: adaptive-agent-routing
description: Select the narrowest useful agent, skill, MCP, and config route for non-trivial work. Use when delegation, context placement, specialist ownership, duplicate skill aliases, or routing visibility materially affects execution; avoid for trivial single-surface work.
---

# Adaptive Agent Routing

Select routes by expected value, not by catalog match alone.

## Workflow

1. Classify the task shape and identify the smallest owning surface.
2. Read [global-working-agreements.md](references/global-working-agreements.md) only when the detailed route, specialist map, alias policy, or MCP boundary is relevant.
3. Preserve the active session's profile and model. Role files carry only the catalog worker `model`; they never pin reasoning effort, and spawns pass no model override.
4. Delegate only for independent parallel work, noisy log or research isolation, or explicit user-requested agent work.
5. Treat ten threads as capacity for concurrent sessions. Normally use one agent and no more than four agents for one task.
6. Emit one `Routing plan:` update and one `Routing result:` summary instead of per-surface narration.
7. Keep destructive, credentialed, account, database, publish, deploy, and external-write actions approval-gated.

## Output Contract

Return selected and skipped surfaces, summarized evidence, commands run, and blockers. Do not paste raw agent transcripts or large logs.

Files in this skill

  • SKILL.md1.3 KB
  • agents/openai.yaml310 B
  • references/global-working-agreements.md6.2 KB

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