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9d789d25247dd2bc5b302a12618896f38519bc92
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6 Commits

Author SHA1 Message Date
Seth 9d789d2524 Three-tier constraint model, mode-aware eval, boundary examples, playtest tooling 
Eval harness:
- Mode-aware scoring: sudo=strict (exact match), pray/god=soft (category match,
  in-character, appropriate intensity)
- New metrics: cmd_category_match, appropriate_intensity, scoring_mode breakdown
- Eval defaults to steel141 (192.168.0.141) — prod GPU reserved for serving

Dataset (213 examples):
- Added 31 boundary/adversarial examples (safety edges, abstention, near-boundary)
- Updated pray example reasoning: character-driven logic, not prescriptive outputs
- Tagged pray examples with scoring_mode=soft

Playtest tooling:
- whitelist.sh: add/remove/list across all 3 servers
- FRIENDS_INVITE.md + Discord version: playtester recruitment docs
- Server addresses and implementation details for both training servers

PLAN.md:
- Three-tier constraint model documented (sudo/pray/god_system)
- Success criteria split by scoring mode
- All session decisions logged

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-18 15:57:01 -04:00
Seth 38b9a02e45 Phase 2: eval harness, 182 examples, live bake-off, playtest infrastructure 
- Expanded dataset from 31 to 182 examples (45 manual + 106 extracted from server logs)
- Built eval/harness.py with per-category breakdowns and baseline tracking
- Built eval/live_bakeoff.py for RCON-verified model comparison on live server
- Extracted training data from prayer logs, sudo logs, and bug reports on CT 644
- Added Reddit post draft and modmail for playtester recruitment
- Updated server context: all servers now online-mode=false + whitelist
- Updated PLAN.md with Phase 2 progress

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-18 13:38:12 -04:00
Seth eaa9e0c26b Update PLAN.md with bake-off decisions and hardware assignments 
Key decisions: gemma3n:e4b for serving (RTX 4000), qwen3:8b for
fine-tuning base (RTX 3090 Ti). Phase 1 complete.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-18 10:41:47 -04:00
Seth e00d454b19 Add baseline assistant with tools, guardrails, and system prompts (Phase 1.4) 
- agent/serve.py: CLI assistant with interactive, single-query, and eval modes (Ollama + qwen3-coder)
- agent/tools/rcon_tool.py: RCON execute, server status, player info
- agent/tools/knowledge_tool.py: TF-IDF RAG search, command reference lookup, server context
- agent/guardrails/command_filter.py: 14-prefix allowlist, execute-tail bypass detection, destructive flags, 1.21 syntax warnings, audit log
- agent/prompts/system_prompts.py: sudo (pure commands), god (persona), intervention (benign) system prompts
- Guardrails tested: 10/10 allowlist, 5/6 syntax warnings pass
 2026-03-18 02:12:20 -04:00
Seth 77efac0283 Add knowledge corpus: 14 command references, server context, and TF-IDF search index (Phase 1.3) 
- knowledge/mc-commands/commands.json: 14 MC commands with JE syntax, args, examples, common errors, 1.21 version notes
- knowledge/server-context/servers.json: all 4 servers (mc1, shrink, paper-ai, paper-dev) with full config
- knowledge/build_index.py: TF-IDF indexer + search function (19 docs, 725 terms)
- All command syntax validated live on dev server via RCON (12/13 passed)
- PLAN.md: mark Phase 1.3 complete
 2026-03-18 02:01:12 -04:00
Seth 827850b8d7 Initial project scaffold: dataset schema, 31 seed training examples, Mineflayer bot framework, and 7-phase roadmap 
- IDEA.md: project scope (Minecraft ops AI assistant via qwen3-coder LoRA/SFT)
- PLAN.md: complete roadmap with prior art analysis, architecture, phased plan, dev server docs
- data/schema.json: training example JSON Schema with negative_output support
- data/processed/seed_dataset.jsonl: 31 validated examples from repair code, prayer logs, session history
- data/validate_dataset.py: schema validator with summary statistics
- ingame/: Mineflayer bot framework (test_connect, spawn_bots, aware_bots with full event logging)
- Directory structure for knowledge/, eval/, training/, agent/ (Phase 1.3+ work)
 2026-03-18 01:51:28 -04:00