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docs: expand COMPARISON.md to include Langchain, AutoGen, Semantic Ke…#37

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rosspeili merged 1 commit intoARPAHLS:mainfrom
rosspeili:docs/update-comparison-issue-15
Apr 15, 2026
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docs: expand COMPARISON.md to include Langchain, AutoGen, Semantic Ke…#37
rosspeili merged 1 commit intoARPAHLS:mainfrom
rosspeili:docs/update-comparison-issue-15

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Description

This PR expands the COMPARISON.md document to contextualize Skillware within the broader AI agent ecosystem. Specifically, it introduces new comparison sections detailing how Skillware's code-first, framework-agnostic approach contrasts with:

  • LangChain Tools (execution wrappers vs. cognitive bundles)
  • Microsoft AutoGen (internal script methods vs. installable capabilities)
  • Semantic Kernel (heavy enterprise orchestration vs. lightweight capabilities)
  • CrewAI (multi-agent orchestration vs. capability supply chain)

It also updates the Executive Summary Matrix to include these frameworks without removing any prior context.

Type of Change (Matches Issue Templates)

  • 🚀 Skill Proposal: New Skill (Contains manifest.yaml, skill.py, and instructions.md)
  • 🐛 Bug Report Fix: Non-breaking change which fixes an execution error or framework bug
  • 📖 Doc Fix: Documentation Update
  • 🧠 Framework Feature / RFC Updates: Core Framework Update (Changes to base_skill.py, loader.py, etc.)

Checklist (For the Submitting Agent / Developer)

  • My code follows the Agent Code of Conduct.
  • I have included a properly formatted manifest.yaml (if submitting a new skill).
  • The skill logic operates purely in Python and does not rely on arbitrary LLM code generation. (N/A - Docs only)
  • Requirements and env_vars are explicitly documented in the manifest.
  • I have written unit tests proving deterministic execution and schema compliance.
  • I have verified that SkillLoader successfully loads this module without missing dependency errors.

Constitution & Safety (If adding/modifying a Skill)

N/A - Documentation only.

Related Issues

Resolves #15

@rosspeili rosspeili merged commit 761e5e8 into ARPAHLS:main Apr 15, 2026
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@rosspeili rosspeili deleted the docs/update-comparison-issue-15 branch April 15, 2026 10:51
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[Docs]: Expand COMPARISON.md to include LangChain and AutoGen

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