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chore: unify bold syntax to single asterisk in .org files and update legacy memex-amero references

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Amr Gharbeia
2026-04-01 12:37:45 -04:00
parent 78ba3112cb
commit d364f90ff6
102 changed files with 955 additions and 955 deletions
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notes/org-skill-function-calling.org
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@@ -5,7 +5,7 @@
#+DEPENDS_ON: org-skill-org-json-bridge
* Overview
The **Native Function Calling** skill provides the translation layer between the system's deterministic Lisp interfaces and the LLM's neural tool-calling capabilities. It ensures that System 1 (the LLM) interacts with the world via structured, validated schemas rather than raw text plists, virtually eliminating "formatting hallucinations."
The *Native Function Calling* skill provides the translation layer between the system's deterministic Lisp interfaces and the LLM's neural tool-calling capabilities. It ensures that System 1 (the LLM) interacts with the world via structured, validated schemas rather than raw text plists, virtually eliminating "formatting hallucinations."
* Phase A: Demand (PRD)
:PROPERTIES:
@@ -16,10 +16,10 @@ The **Native Function Calling** skill provides the translation layer between the
Define a high-reliability bridge for LLM-native "Tool Use."
** 2. User Needs
- **Schema Generation:** Automatically convert Lisp `defun` signatures into JSON Schema tool definitions.
- **Reliable Ingress:** Parse the LLM's structured `tool_calls` response back into a valid Lisp plist.
- **Provider Agnostic:** Support schema formats for Gemini, OpenAI, and Anthropic.
- **Validation:** Ensure arguments match the required types before reaching System 2.
- *Schema Generation:* Automatically convert Lisp `defun` signatures into JSON Schema tool definitions.
- *Reliable Ingress:* Parse the LLM's structured `tool_calls` response back into a valid Lisp plist.
- *Provider Agnostic:* Support schema formats for Gemini, OpenAI, and Anthropic.
- *Validation:* Ensure arguments match the required types before reaching System 2.
** 3. Success Criteria
*** TODO Lisp-to-JSON Schema conversion logic verification