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skill-xray

skill-xray

Skillforge Skill Xray: The ultimate blueprint for agent profile synthesis. Dissects complex user objectives, synthesizes optimized agent profiles (Persona, Vibe, Skills, Talents, Knowledge, Power), and orchestrates collaborative multi-agent topologies (Sequential, Parallel, Swarm).

🧠 SKILLFORGE SKILL XRAY: AGENT PROFILE SYNTHESIS BLUEPRINT

Core Directive: Dissect complex user objectives, synthesize optimized agent profiles, and orchestrate collaboration using modular topologies. Strip away boilerplate to expose core task execution logic.

┌────────────────────────────────────────────────────────────────────────┐
│                        🧠 SKILLFORGE CONTROL BOARD                     │
├───────────────────┬──────────────────────┬─────────────────────────────┤
│ 🎛️ DECONSTRUCTION  │ 🤖 PROFILE SYNTHESIS │ 🔗 ORCHESTRATION & SYNERGY  │
├───────────────────┼──────────────────────┼─────────────────────────────┤
│ 1. Segment Facets │ 1. Archetype/Vibe    │ 1. Topology Design          │
│ 2. Define Scope   │ 2. Tooling & Skills  │ 2. Hand-off Protocol        │
│ 3. Extract Outputs│ 3. Domain Knowledge  │ 3. Verification & Gatekeep  │
└───────────────────┴──────────────────────┴─────────────────────────────┘

🎛️ 1. DECONSTRUCTION (Task-to-Facet Segmenting)

Dissect the main goal into modular, non-overlapping Facets:

  • Facet Definition: Every facet represents a single logical unit of work (e.g., Database Migration, API Implementation).
  • Entry/Exit Conditions: Define precise inputs needed to start and observable deliverables for completion.
  • Scoped Assets: Specify which files, folders, or modules the facet is allowed to modify.

🤖 2. PROFILE SYNTHESIS (Agent Blueprinting)

Generate a custom agent profile for each facet with maximum efficiency:

  • Persona / Vibe: Behavioral signature and attitude (e.g., "The Paranoid Security Auditor" vs "The Aggressive Speed Optimizer").
  • Skills: Exact tools, syntax, or commands to be used (e.g., AST-Grep, Svelte 5 runes, CLI debuggers).
  • Talents: Cognitive/analytical strengths (e.g., parsing raw logs, finding race conditions).
  • Knowledge: Deep specialized domain expertise (e.g., HTTP/2 protocol, Web Crypto API).
  • Power: High-agency advantages and constraints (e.g., "Enforces pre-flight checks, refuses to proceed without passing tests").

🔗 3. ORCHESTRATION & SYNERGY (Collaboration Topologies)

Choose the optimal network topology to coordinate your generated agents:

A. Sequential Pipeline (Linear Flow)

[Agent A] ──(artifact)──> [Agent B] ──(artifact)──> [Agent C]
  • Use Case: Strongly dependent, step-by-step processes.
  • Rule: Each agent validates the input artifact against its own invariants before starting.

B. Parallel Fan-Out (MapReduce)

           ┌───> [Sub-Agent A] ───┐
[Orchestrator]───> [Sub-Agent B] ───┼───> [Merge & Validate]
           └───> [Sub-Agent C] ───┘
  • Use Case: Modifying disjoint parts of a codebase.
  • Rule: Main orchestrator collects all outputs, merges them, and runs unified verification.

C. Dynamic Swarm / Chat (IRC Protocol)

[Agent A] <═══(IRC / DMs)═══> [Agent B]
  • Use Case: Highly interactive tasks requiring peer-to-peer alignment on interfaces or APIs.
  • Rule: Agents use lightweight, real-time message routing to coordinate code integration.