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ruizheliUOA/mechanistic-tool-use-llm
ruizheliUOA/mechanistic-tool-use-llm: Before invoking external tools, an agentic LLM must select among a K-way action space: executing a call, seeking clarification, answering directly, or declining. While internal activation steering can alter these pre-execution decisions, conventional aggregate metrics obscure...
AgentScore
17.90.00
+0.00 vs 24h ago
Adoption1.3
Quality50.0
Momentum50.0
Community8.0
Unrated pillars contribute zero
CapabilitiesCode GenerationTool Use
DeploymentCli
MaturityExperimental
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Awaiting first reading — these signals apply to this agent and will be ingested on the next tier tick: GitHub stars, SO questions (7d), Product Hunt upvotes, Docker Hub pulls, Crates.io downloads (90d), Tech-news mentions (30d)
Not applicable — this agent doesn't have the prerequisite (no GitHub repo, no HF mirror, etc.) for these signals to ever apply: HF downloads (30d), npm weekly installs, PyPI monthly installs, MCP registry listing
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Score envelope last computed Oct 7, 2026.