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LLMFoundry v1.0.0 — AI engineering kit for DeepSeek

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@Pl3ntz Pl3ntz released this 01 Aug 21:16
· 54 commits to main since this release
v1.0.0
033eb6f

LLMFoundry v1.0.0

The AI engineering kit for DeepSeek. Turn opencode into a team: an orchestrator that
understands your intent, five specialist agents, a living memory that learns and feeds
itself, and gates that protect your work.

What's inside

  • 29 skills across 5 categories: dev process (SPEC, TDD, git, PR, code review),
    AI core (prompt engineering, agents, RAG, evals, MCP, observability), advanced
    (research with correlation, doubt-driven development), and a full reverse engineering
    cluster (binary analysis, decompilation, algorithm recovery, malware, firmware).
  • 6 agents: the AI Orchestrator (default) plus deep-researcher, ai-architect,
    ai-evals-runner, llm-security-reviewer, and reverse-engineer.
  • 7 slash commands: /ai-spec, /ai-build, /ai-evals, /ai-review,
    /ai-research, /ai-memory, /ai-re.
  • 4 plugins: gates (block bad commits/egress), memory (living loop + recall),
    voice-guard (never look AI-generated), verify-guard (anti-delirium).

Disciplines

  • Anti-delirium: every claim carries concrete proof or an honest confidence marker.
  • Human voice: output never reads like AI-generated text.
  • Cost discipline: DeepSeek only, with explicit PRO vs FLASH routing.
  • Mode discipline: PLAN before BUILD when there is ambiguity or stakes.
  • Privacy by design: memory is 100% local, never versioned.

Memory

SQLite + FTS5 + local semantic embeddings. A living feedback loop that agents feed and
consume: encode, consolidate, retrieve, reconsolidate. Auto-captures errors and findings,
injects recall into every session.

Quality

  • 32 deterministic checks (engine, routing, plugins, K=5 stability), no model calls.
  • GitHub Actions CI runs them on every push.
  • Chrome DevTools MCP connects to your Chrome with your logins via autoConnect.

Install

git clone git@github.com:Pl3ntz/llmfoundry.git
cd llmfoundry
./scripts/install.sh

Requires: opencode, python3, DeepSeek V4 (Go plan or API key).

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