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Commands

/linguistic:propose

Generate a phase plan for the current target language (or for a freshly-named one).

Syntax

/linguistic:propose [language]

Description

Produce a structured plan covering all 5 phases (Scope → Acquire → Analyze → Evaluate → Release) for the target language, including:

  • Recommended data sources (with ethics flags)
  • Tokenizer and vocabulary strategy
  • Adapter / fine-tune choice
  • Eval suite and metrics
  • Release gating

Output is a plan.md written to the current workspace, suitable for review and editing before execution.

Options

ArgumentDescription
[language]Target language (uses workspace context if omitted)

Example

/linguistic:propose Khmer
> Generating plan for Khmer (khm, Class 2)...
Writing plan.md to workspace...

Plan: Khmer (khm) — 5-phase summary
Phase 0 Scope: ISO khm, Glottolog khmr1253, Class 2, abugida script, Austroasiatic
Phase 1 Acquire: MADLAD-400 khm slice + Wikipedia + CommonCrawl; OFA vocab extension
Phase 2 Analyze: morph (isolating-lo, skip morph skill); syntax (no UD treebank; cross-lingual)
Phase 3 Eval: chrF++ + COMET; Belebele; FLORES+ (flag contamination)
Phase 4 Release: OPEN (CC-BY sources; standard model card)
Full details: workspace/plan.md
  • /linguistic:lifecycle — execute the plan
  • /linguistic:decide — force individual decisions within the plan
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