meridian-online

Audit AC-to-test traceability — find untested ACs, orphaned test prefixes, and coverage gaps

Write a feature card — capture who needs what, why, and expected behaviours as scenarios

Explore a vague idea through Q&A — capture what good looks like as an interview record for /orb:spec

Extract capability cards from source material — files, directories, or a whole project

Drive a card or spec through the orbit pipeline — promote → review-spec → implement → review-pr — at a declared autonomy level

Drive a single spec from claim to close — pre-flight check, AC tracking, gate enforcement, detour escalation, close-out

Socratic requirements interviewer — ask questions to clarify vague ideas into actionable requirements

Quickly jot a rough idea and file it in `.orbit/memos/`

Evaluate a FineType model against the full eval suite (profile + actionability + report)

Package a trained FineType model for distribution (tar.gz + SHA256)

Train a FineType CharCNN model with hardware auto-detection (Metal/CUDA/CPU)

FineType CLI reference — all commands, flags, and output formats. Use when you need to look up a specific command or flag.

Use when profiling, typing, or materialising CSV/TSV data. Guides the full FineType pipeline: profile → schema → validate (typed materialisation built in). Ensures agents complete all steps rather than stopping after profile.

Release FineType — model publish to HuggingFace, GitHub release with cross-platform binaries, Homebrew tap update.