smithery.ai

internet-deep-orchestrator

Orchestrate comprehensive 7-phase RBMAS research for multi-dimensional queries (4+ dimensions).

First seen Apr 26, 2026

Installation

$ npx skills add https://smithery.ai

Summary

  • Orchestrate comprehensive 7-phase RBMAS research for multi-dimensional queries (4+ dimensions).
  • Coordinates multiple specialist agents through SCOPE → PLAN → RETRIEVE → TRIANGULATE → DRAFT → CRITIQUE → PACKAGE methodology.
  • Use for thorough internet research requiring multiple sources, iterative refinement, and quality gates.
  • Triggers - research, investigate, analyze with 4+ distinct dimensions or comprehensive depth requirements.

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Declared
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Windsurf Not declared
Gemini CLI Not declared
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Skill metadata

Parsed from SKILL.md frontmatter.

Declared agents claude-code

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 10,364 B
  • docs SUMMARY.md 479 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 1 installs

SKILL.md

Comprehensive Deep Research Orchestration (Tier 4 RBMAS)

Guide Main Claude to coordinate comprehensive multi-phase research using 7-phase RBMAS methodology for established domains requiring 4+ dimensions of analysis.

Quick Start

  1. Analyze query dimensions - Identify 4+ subtopics/angles requiring deep investigation
  2. Setup progress tracking - Use TodoWrite to track 7 RBMAS phases
  3. Execute RBMAS phases - Follow structured methodology with quality gates
  4. Spawn specialist subagents - Minimum 3-5 agents (web-researcher, academic-researcher, fact-checker)
  5. Validate quality - Check citation density, source diversity, gap detection
  6. Synthesize findings - Combine results into comprehensive report
  7. Report completion - Deliver comprehensive analysis with citations

7-Phase RBMAS Methodology

Phase 1: SCOPE

Objective: Break down research question into focused sub-questions

MUST:

  • Analyze the research question thoroughly
  • Identify 5-7 key concepts and sub-questions
  • Define research boundaries and objectives
  • Map dimensions to specific investigation areas

Example sub-questions for "WebRTC security":

  • Cryptographic protocols (DTLS, SRTP)
  • Network security (ICE, TURN vulnerabilities)
  • Implementation security (browser implementations)
  • Authentication mechanisms
  • Attack vectors and mitigations

Phase 2: PLAN

Objective: Develop comprehensive research strategy

MUST:

  • Create strategy for each sub-question
  • Identify required sources (web, academic, documentation)
  • Plan verification and cross-referencing approach
  • Estimate depth and breadth needed per dimension
  • Allocate specialist agents to dimensions

Phase 3: RETRIEVE (MANDATORY SPAWNING)

Objective: Gather information through specialist subagents

🚨 CRITICAL: Main Claude MUST spawn subagents. NEVER skip this phase.

MUST:

  • Spawn 3-7 specialist subagents using Task tool
  • Use web-researcher for general web queries
  • Use academic-researcher for scholarly sources
  • Use search-specialist for complex Boolean queries
  • Spawn agents IN PARALLEL (not sequential)
  • Pass all research parameters to subagents

Example subagent spawn:

Task(
  subagent_type: "web-researcher",
  description: "Research WebRTC cryptographic protocols",
  prompt: "Research DTLS and SRTP protocols used in WebRTC...

Focus:
- Protocol specifications
- Implementation details
- Security considerations
- Current best practices (2024-2025)

Requirements:
- Multiple authoritative sources
- Include URLs and timestamps
- Cite specifications and standards",
  model: "sonnet"
)

Phase 4: TRIANGULATE (MANDATORY VERIFICATION)

Objective: Cross-reference and verify findings

🚨 CRITICAL: Main Claude MUST spawn fact-checker for critical claims.

MUST:

  • Cross-reference findings across sources
  • Identify consensus vs conflicting information
  • Spawn fact-checker agent for critical claims
  • Flag uncertainties and knowledge gaps
  • Validate citations and source quality

Quality Gates:

  • ✅ Citation density: Minimum 3 sources per major claim
  • ✅ Source diversity: Mix of academic, industry, official docs
  • ✅ Gap detection: Explicitly flag missing information

Phase 5: DRAFT

Objective: Synthesize findings into coherent narrative

MUST:

  • Synthesize findings from all subagents
  • Organize by themes and importance
  • Include evidence and citations inline
  • Maintain objectivity and acknowledge limitations
  • Structure report with clear sections

Phase 6: CRITIQUE

Objective: Review for quality and completeness

MUST:

  • Review for accuracy, completeness, and bias
  • Identify gaps requiring additional research
  • Verify citation accuracy
  • Ensure claims properly supported
  • Check against quality gates

Phase 7: PACKAGE

Objective: Deliver final comprehensive report

MUST:

  • Format final research report in markdown
  • Include executive summary and bibliography
  • Add confidence assessments per claim
  • Document methodology and sources
  • Save comprehensive report

Delegation Rules (CRITICAL)

Main Claude MUST:

  1. NEVER research directly - Always spawn subagents for information gathering
  2. ALWAYS spawn 3-7 specialist subagents (one or more per dimension)
  3. ALWAYS spawn fact-checker in Phase 4 for verification
  4. SPAWN agents IN PARALLEL (not sequential) for efficiency
  5. PASS research parameters to all subagents clearly

Minimum subagent requirements:

  • 3-5 researchers (web-researcher, academic-researcher, search-specialist)
  • 1 fact-checker (verification)
  • Optional: synthesis-researcher (if not doing synthesis yourself)

Quality Gates (Mandatory Validation)

Before completing Phase 7, VERIFY:

Citation Density:

  • Minimum 3 authoritative sources per major claim
  • Sources include URLs and timestamps
  • Mix of academic, industry, official documentation

Source Diversity:

  • NOT all sources from single domain
  • Multiple independent authorities
  • Recent sources (2023-2025 preferred)

Gap Detection:

  • Explicitly flag missing information
  • Acknowledge conflicting data
  • Note areas requiring further research

Methodology Documentation:

  • 7 phases all executed
  • Subagents spawned as required
  • Verification performed

Examples

Example 1: Comprehensive 4-Dimension Query

Query: "Research WebRTC security across cryptography, network, implementation, and browser dimensions"

Response:

I'll coordinate comprehensive WebRTC security research using 7-phase RBMAS methodology.

[TodoWrite: Tracks 7 phases]

Phase 1 (SCOPE): Breaking into 4 dimensions:
1. Cryptographic protocols (DTLS, SRTP)
2. Network security (ICE, TURN, STUN)
3. Implementation security (codebase analysis)
4. Browser-specific security (Chrome, Firefox, Safari)

Phase 2 (PLAN): Allocating specialists:
- academic-researcher: Cryptographic protocol research
- web-researcher: Network security and browser implementations
- search-specialist: Implementation vulnerabilities
- fact-checker: Verify critical security claims

Phase 3 (RETRIEVE): Spawning subagents...
[Spawns 4 agents IN PARALLEL using Task tool]

[Wait for agents to complete]

Phase 4 (TRIANGULATE): Verifying findings...
[Spawns fact-checker for critical claims]

Phases 5-7: Drafting, critiquing, packaging comprehensive report...

[Delivers 4-dimension comprehensive analysis with citations]

Example 2: BAD - Skip Spawning (VIOLATION)

Query: "Research cloud gaming latency optimization comprehensively"

WRONG Response:

Let me research cloud gaming latency optimization.
[Directly uses WebSearch without spawning subagents]

Why Wrong: Tier 4 MUST orchestrate subagents through 7 phases, NOT research directly.

CORRECT Response:

I'll coordinate comprehensive cloud gaming latency research using RBMAS.

Phase 1 (SCOPE): 5 dimensions identified...
Phase 2 (PLAN): Strategy developed...
Phase 3 (RETRIEVE): Spawning specialists...
[Spawns web-researcher, academic-researcher, search-specialist]

Example 3: Quality Gate Failure → Retry

Scenario: Phase 6 CRITIQUE detects gaps

Response:

Phase 6 (CRITIQUE): Quality gate check...

⚠️ Gap detected: Insufficient sources on browser-specific implementations
- Only 1 source for Firefox implementation
- No sources for Safari implementation

Returning to Phase 3 (RETRIEVE):
[Spawns additional search-specialist for browser implementations]

[After retrieval] Phase 6 (CRITIQUE): Re-checking quality gates...
✅ Citation density: Passed (3+ sources per claim)
✅ Source diversity: Passed (academic + industry + official docs)
✅ Gap detection: Passed (all dimensions covered)

Proceeding to Phase 7 (PACKAGE)...

Response Style

Main Claude MUST:

  • Be concise and direct (2-4 sentences per phase update)
  • Use TodoWrite to track phase progress
  • Report subagent spawn status clearly
  • Indicate quality gate results explicitly
  • Deliver comprehensive final synthesis

Main Claude MUST NOT:

  • Skip phases or subagent spawning
  • Research directly instead of delegating
  • Ignore quality gates
  • Provide superficial analysis

Key Principles

  1. Depth over Speed: Take time to explore thoroughly across all dimensions
  2. Source Diversity: Use multiple independent authoritative sources
  3. Transparency: Cite sources, acknowledge limitations, flag gaps
  4. Objectivity: Present facts, note when conclusions are inferential
  5. Iteration: Refine understanding through quality gates and re-retrieval
  6. Orchestration: Coordinate multiple specialists, never research alone

When to Use This Skill

USE internet-deep-orchestrator when:

  • Query has 4+ distinct dimensions or subtopics
  • Comprehensive analysis required (not simple lookup)
  • Multiple specialist perspectives needed
  • Quality validation critical (citations, verification)
  • Iterative refinement valuable

DON'T USE (use other tiers instead):

  • Simple lookups (Tier 1: web-researcher)
  • Focused single-topic research (Tier 2: specialist agents)
  • 2-3 dimension queries (Tier 3: internet-light-orchestrator)
  • Novel/emerging domains (Tier 5: internet-research-orchestrator)

Success Criteria

Phase 3 complete when:

  • ✅ Minimum 3-5 subagents spawned
  • ✅ All dimensions covered by specialists
  • ✅ Agents spawned in parallel (not sequential)

Phase 7 complete when:

  • ✅ All 7 phases executed
  • ✅ Quality gates passed (citations, diversity, gaps)
  • ✅ Comprehensive report delivered with bibliography
  • ✅ Confidence assessments provided per claim

Methodology: RBMAS (Research-Based Multi-Agent System) Complexity: Tier 4 (Comprehensive) Dimensions: 4+ subtopics Subagents: 3-7 specialists (minimum) Quality Gates: Mandatory (citation density, source diversity, gap detection)