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forge-evolution

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Autonomously evolve personas from failure traces

Software Engineering#workflow#audit#synthesis#evolution#persona#autonomous#failure-analysis
Authortao3k
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the transformation of repeated agent failures into actionable persona upgrades, removing manual diagnosis and ad-hoc patching that lead to regressions and inconsistent behaviors.

Core Features & Use Cases

  • Failure DNA Extraction: Evidence-first root-cause analysis and clustering to identify non-negotiable faults.
  • Persona Synthesis: Generate persona YAML frontmatter and deployable Markdown blueprints that address measured capability gaps.
  • Safety & Regression Guarding: Adversarial audits and a final Forge-Guard gate that enforce structural integrity and prevent degeneration.
  • Workflow Integration: Orchestrates a synaptic flow (Grand Auditor → Soul-Forger → Manifestation → Index Refresh) suitable for CI-like agent evolution pipelines.
  • Use Case: Convert repeated task failures from an autonomous agent into a tested, versioned persona upgrade that is audit-ready and incrementally indexed.

Quick Start

Use the forge-evolution skill to analyze failure traces and produce a tested persona blueprint ready for audit and deployment.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: forge-evolution
Download link: https://github.com/tao3k/xiuxian-artisan-workshop/archive/main.zip#forge-evolution

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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