Three compounding bugs prevented tool calling with llama.cpp:
- Stream parser set argsComplete on partial JSON (e.g. "{"), dropping
subsequent argument deltas — fix: use json.Valid to detect completeness
- Missing tool_choice default — llama.cpp needs explicit "auto" to
activate its GBNF grammar constraint; now set when tools are present
- Tool names in history used internal format (fs.ls) while definitions
used API format (fs_ls) — now re-sanitized in translateMessage
Additional changes:
- Disable SDK retries for local providers (500s are deterministic)
- Dynamic capability probing via /props (llama.cpp) and /api/show
(Ollama), replacing hardcoded model prefix list
- Engine respects forced arm ToolUse capability when router is active
- Bundled /init skill with Go template blocks, context-aware for local
vs cloud models, deduplication rules against CLAUDE.md
- Tool result compaction for local models — previous round results
replaced with size markers to stay within small context windows
- Text-only fallback when tool-parse errors occur on local models
- "text-only" TUI indicator when model lacks tool support
- Session ResetError for retry after stream failures
- AllowedTools per-turn filtering in engine buildRequest
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AGENTS.md
Domain Terminology
- Elf: An agent instance.
- Turn: A complete sequence of agentic reasoning and tool execution.
- Routing Arm: A specific model/provider selected by the
Routerfor a task. - Stream Event: Discrete updates during LLM generation (e.g.,
EventTextDelta,EventToolCallStart,EventToolResult).
Build & Test Targets
- Run:
make run - Test (Verbose):
make test-v - Integration Tests:
make test-integration(requires//go:build integration)
Key Dependencies
- Mistral:
github.com/VikingOwl91/mistral-go-sdk - Anthropic:
github.com/anthropics/anthropic-sdk-go - OpenAI:
github.com/openai/openai-go - Google GenAI:
google.golang.org/genai - TUI:
charm.land/bubbletea/v2,charm.land/lipgloss/v2 - Other:
charm.land/bubbles/v2,charm.land/glamour/v2,github.com/pkoukk/tiktoken-go
Environment Variables
MISTRAL_API_KEY: Required for Mistral provider.ANTHROPIC_API_KEY: Required for Anthropic provider.OPENAI_API_KEY: Required for OpenAI provider.GOOGLE_API_KEY: Required for Google provider.