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Distillation
ID: 9acf54fb-d4ac-4816-8895-8a0386ea1594
Generation: 0
Tokens: 284
R_compression: 10.391
C_norm: 0.000
Archived: No
Created: 2026-06-10 19:26:43
Source IDs:
["bb62de151e93b4c394dc82b3aa892ce1","3cd4c41e64bcb84c47b3f2595b9b6007"]
Observations
<observations>
Date: June 10, 2026
- 🔴 (14:31) User is designing a heuristic to dynamically identify two kinds of agent tools from JSON-schema definitions (without hardcoding tool names): (1) a "read a file" tool, and (2) a "run a shell command" tool.
- 🔴 (14:31) User wants ACTUAL tool definitions from several coding agents to survey variety of names/params — "I want to see how much the names and param names vary across agents."
- 🟡 (14:31) User requested research on 4 GitHub repos for tool definitions:
- free-code (Claude Code-style agent) — https://github.com/paoloanzn/free-code
- Cline — https://github.com/cline/cline
- OpenHands — https://github.com/All-Hands-AI/OpenHands
- Gemini CLI — https://github.com/google-gemini/gemini-cli
- 🔴 (14:31) User provided known Claude Code tool shapes from public knowledge:
Bash tool