Repository navigation
Release v0.5.0
Changelog
All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog,
and this project adheres to Semantic Versioning.
[0.5.0] - 2026-08-18
🚀 Headline Features
- Universal Agent Skill (
skills/local-coding-agent/SKILL.md):- Full support for any AI coding harness (Claude Code, Cursor, Windsurf, Roo Code, ChatGPT Codex, Google Antigravity, OpenCode).
- Built-in multi-agent installer:
local-agent init-skill --write. - Comprehensive delegation decision matrix, envelope construction blueprint, and model tier recommendations.
- 100% CLI-First Console Parity ("Fool-Proof" Control):
- First-class CLI subcommands with
--jsonoutput and standard return codes for every feature:delegate/run: Run atomic delegation directly via console.decompose/atomize: Preflight and decompose wide task envelopes.profiles: Query and inspect registered model profiles with Ollama availability checks.memory: Manage Ollama VRAM, unload models, and enforce memory limits.calibrate: Derive worker pool capacity for a given VRAM budget.apply: Safely apply patches to workspace with test validation and auto-rollback.init-skill: Export/install Agent Skills to agent directories.
- First-class CLI subcommands with
- Multi-Runtime Support: Native Ollama & llama.cpp (
llama-server):- Direct support for
llama-serverand any OpenAI-compatible runtime (/v1/chat/completions) with precise timing extraction (prompt_ms,predicted_ms). - Runtime-agnostic profile dispatch via
OpenAICompatibleClient.
- Direct support for
🛡️ Safety & Architecture
- CLI-First Invariant: Formalized architectural rule that all future features must maintain 100% CLI parity with automated tests.
- Verified Test Suite: Full cross-platform test suite verifying CLI subcommands, skill installers, worker pools, and memory management.
[0.4.0] - 2026-08-15
Added
- Pinpointed Prescriptions Engine (
local_coding_agent.prescriptions):- Deterministic in-context diagnostic translation for small models (2B–4B).
- Zero Distillation Guarantee: Rule-based translation without leaking host LLM reasoning.
- Multi-Client MCP Configuration Generator (
init-mcp):- Auto-detection and multi-client configuration merger for Claude, Cursor, Windsurf, Cline, Antigravity, OpenCode, Codex.
- System Diagnostic Wizard (
doctor):- Automated environment checks for Ollama API, Git CLI, RAM/VRAM, and model catalog.
- Real-Time HTTP Monitoring & Dashboard (
monitor):- Web dashboard showing worker load, queue latency, and live tokens per second.
What's Changed
- docs: document local model shortlist and Ollama import by @pvnc228 in #1
- feat: add bounded direct delegation service by @pvnc228 in #2
New Contributors
Full Changelog: https://github.com/pvnc228/local-coding-agent/commits/v0.5.0