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docs(predict-rlm): refresh RLM agent skills - #57

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magix022 merged 4 commits into
mainfrom
skill-update
Jul 29, 2026
Merged

docs(predict-rlm): refresh RLM agent skills#57
magix022 merged 4 commits into
mainfrom
skill-update

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Rationale

The previous split-skill PR (#35) became outdated while the PredictRLM runtime kernel and extension APIs continued to evolve. The installable guidance needs a fresh, source-accurate separation between building a callable RLM and optimizing an existing one, plus enough API and runtime context for an agent to design maintainable integrations.

Summary

  • Rewrite the /rlm skill around the current PredictRLM execution model, callable API, signature instructions, reusable skills, files, tools, and runtime-kernel extension points.
  • Add substantive signature and custom-Skill examples based on production RLM patterns and the built-in document skills.
  • Add a dedicated /rlm-gepa skill for evaluation and instruction optimization of an existing RLM.
  • Update the root and RLM-GEPA documentation to route users to the appropriate skill.

Test Plan

  • Validate balanced Markdown fences and heading structure in all changed Markdown files.
  • Parse every Python code block in both skill files and the updated READMEs.
  • Construct the documented signature and custom Skill examples.
  • Construct a custom adapter, RuntimeContribution, CallableTool, and EventSink through the documented kernel API.

@magix022
magix022 merged commit d70efea into main Jul 29, 2026
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@magix022
magix022 deleted the skill-update branch July 29, 2026 01:07
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