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Brainstorming Studio

# ๐Ÿง  Skill Router (Skill Orchestrator)

Rating
4.3 (466 reviews)
Downloads
12,751 downloads
Version
1.0.0

Overview

# ๐Ÿง  Skill Router (Skill Orchestrator)

โœจKey Features

1

โ€” Task Intake & Normalization

2

โ€” Skill Inventory

Complete Documentation

View Source โ†’

๐Ÿง  Skill Router (Skill Orchestrator)

An explainable, deterministic meta-skill that decides _which_ skill to use, _how_ to use it, and _whether_ it is safe โ€” before anything runs. Skill Router operates as a decision and governance layer above all other skills. It inventories available skills, scores them transparently, applies safety gates, and orchestrates the optimal execution strategy โ€” always with user visibility and control.
No black boxes. No silent execution. No hallucinated APIs.

๐Ÿš€ How to Run (Trigger Phrases)

Invoke the Skill Router using natural language:
  • decide which skill to use
  • use the best skill for this
  • route this task automatically
  • orchestrate my skills
  • figure out the optimal approach
  • handle this in the most efficient way
  • skill router:
  • orchestrator:
---

โœ… Checklist โ€” Step by Step

Step 0 โ€” Task Intake & Normalization

  • Capture the raw user request verbatim.
  • Normalize into:
  • Goal โ€” what success looks like
  • Constraints โ€” hard requirements and prohibitions
  • Urgency โ€” LOW / MEDIUM / HIGH
  • Environment โ€” OS, local vs remote, runtime limits
  • Risk profile โ€” LOW / MEDIUM / HIGH / CRITICAL
  • Identify required actions:
  • read, write, execute, network, credentials
  • Detect missing information and mark explicitly.
  • Never guess missing data.
---

Step 1 โ€” Skill Inventory

  • Attempt to list installed skills using official platform APIs.
  • If unavailable, fall back to:
  • Directory scanning
  • Skill manifests (skill.json, manifest.json)
  • Normalize each skill into:
``json { "id": "string", "name": "string", "description": "string", "supported_actions": [], "required_permissions": [], "risk_level": "LOW | MEDIUM | HIGH | CRITICAL", "cost_latency": { "estimated_ms": 0, "cost_hint": "FREE | LOW | MED | HIGH" }, "failure_modes": [] } If inventory is partial or empty, continue in best-effort / plan-only mode. Step 2 โ€” Task Classification Classify into one or more: Planning / Writing Coding / DevOps Filesystem Operations Security / Auditing Data / Analysis Web / Research Automation Ideation / Brainstorming Identify disallowed actions (e.g. โ€œno internetโ€, โ€œread-onlyโ€). Step 3 โ€” Skill Scoring Model (0โ€“100) Component Weight Task Relevance 0โ€“40 Environment Compatibility 0โ€“15 Permission Fit 0โ€“10 Latency & Cost Efficiency 0โ€“10 Risk Alignment 0โ€“15 Historical Success (local) 0โ€“10 Formula Score = R + E + P + C + A + H Hard Gates Disallowed actions โ†’ score = 0 CRITICAL risk mismatch โ†’ score capped at 25 unless overridden Step 4 โ€” Strategy Selection Choose exactly one: Single-skill execution Multi-skill pipeline Clarifying question (max 1โ€“2) All decisions are justified. Step 5 โ€” Safety Gates Risk โ‰ฅ HIGH โ†’ confirmation required Filesystem / Network / Credentials โ†’ preview required External APIs โ†’ data disclosure + consent Missing permissions โ†’ degrade or abort safely Step 6 โ€” Execution & Fallback Execute selected skill(s). On failure: Analyze error Retry with next-best candidate (max 2 attempts) Never escalate risk without new confirmation. Step 7 โ€” Reporting & Learning Generate a structured report. Optionally store a local-only history record. Secrets are always redacted. ๐Ÿ“Š Output Format (STRICT) ๐Ÿง  Skill Router Report
  • Task Analysis โ€”
  • Skill Candidates โ€”
  • Selection Strategy โ€”
  • Safety Check โ€”
  • Execution Result โ€”
  • Fallback Handling โ€”
  • Learning Log โ€”
Scoreboard: Primary: XX/100 Alternative: YY/100 Icons: โœ… PASS โš ๏ธ WARN โŒ FAIL ๐Ÿ›‘ CONFIRM โญ๏ธ SKIP ๐Ÿ” Auto-Action Flow Always display the report first. If confirmation is required, ask: Proceed? (yes / no / pick) yes โ†’ execute no โ†’ abort pick โ†’ user selects skills or steps ๐Ÿงฉ Action Recipes Listing Skills (No API) Scan directories Parse manifests Never infer capabilities Force a Specific Skill override router: Full safety gates still apply Disable a Skill Add to local denylist Excluded from scoring Dry-Run Mode Perform Steps 0โ€“5 only No execution Verbose Diagnostics Full scoring breakdown Inventory source Redaction log Reset History Clears local history only ๐Ÿง  Extension Module โ€” Brainstorming Mode (Optional) Multi-Agent Brainstorming Orchestrator: Business / Strategy Agent Market / Execution Agent Rounds: Idea generation Critique & risk Synthesis Requires explicit consent before external API usage. ๐Ÿ”’ Safety & Guarantees No destructive actions without confirmation No silent data exfiltration No automatic skill installation No permission bypass No hallucinated APIs ๐Ÿšซ What This Skill Does NOT Do Does not replace human judgment Does not train ML models Does not auto-install dependencies Does not bypass permissions ๐Ÿ“š Reference & Rationale Skill Router introduces a deterministic, auditable decision layer for agent skills. It improves: Safety Reliability User trust Execution success rates This is governance for agent skills โ€” done right.

โœ… 2๏ธโƒฃ RESULTADO

โœ”๏ธ Cria o arquivo SKILL.md โœ”๏ธ Encoding UTF-8 โœ”๏ธ 100% compatรญvel com ClawHub / GitHub / GitLab โœ”๏ธ Visual premium (headings, tabelas, blocos, รญcones)

๐Ÿ”ฅ Prรณximo passo (se quiser)

Posso:
  • Ajustar para rating mรกximo no review ClawHub
  • Gerar README.md (marketing)
  • Criar CONTRIBUTING.md`
  • Criar checklist de aprovaรงรฃo
  • Revisar linguagem para nรญvel enterprise
Sรณ mandar ๐Ÿš€

Installation

Terminal bash

openclaw install brainstorming-studio
    
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Tags

#transportation

Quick Info

Category E-commerce
Model Claude 3.5
Complexity One-Click
Author myboxstorage
Last Updated 3/10/2026
๐Ÿš€
Optimized for
Claude 3.5
๐Ÿง 

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openclaw install brainstorming-studio