mif-rh-cli 0.3.1

Command-line interface for the mif-rh research-harness ontology engine
mif-rh-cli-0.3.1 is not a library.

mif-rh-cli

Command-line interface for mif-rh, the compiled ontology resolution/review engine for research-harness-template corpora.

Drop-in replacement for rht's scripts/resolve-ontology.sh (mif-rh-cli resolve) and scripts/ontology-review.sh (mif-rh-cli review) — same flags, same exit codes, same TOPIC BOUND FIND STAMPED DISCOVERY UNTYPED INVALID table/summary output, same ontology-map.json/--followup backlog output.

review also acquires an exclusive lock (<reports-dir>/_meta/.review.lock) for the duration of the run, and — with --build-index — rebuilds the corpus-wide search index (<reports-dir>/_meta/search-index.sqlite) that mif-rh-mcp's search/find_similar tools read.

suggest-type <TEXT> --topic <T> (or suggest-type --finding <path>) prints a JSON array of entity-type hypotheses ranked by embedding similarity, each annotated with a confidence tier (auto_classify_eligible/flag_for_review/trigger_expansion, MIF ADR-020) under the corpus's calibration artifact (reports/_meta/confidence-calibration.json by default; absent means built-in thresholds and calibrated: false). Hypotheses only — it never writes a finding's entity_type. With --record (requires --finding), a tier-3 miss is persisted in the index for expansion-candidates.

The full ADR-020 tier routing:

  • review --suggest writes tier-annotated suggestion queues to <reports-dir>/_meta/suggestions/<topic>.json for this review's not-durably-stamped findings (confirmed/rejected verdicts from /ontology-review --enrich are preserved on re-runs), and records tier-3 misses.
  • calibrate derives the corpus's calibration artifact from its stamped findings (stamped-quantile-v1: loosest floor+margin gate meeting --target-precision, tier-2 floor from gold-recall quantiles).
  • expansion-candidates clusters recorded misses (mutual similarity, minimum cluster size, minimum distinct runs) into ontology-expansion candidates, as JSON for author-ontology.sh --from-clusters.

--relationship-script is Unix-only: it spawns the given script directly and relies on its #! shebang, which Windows does not honor. Leave it unset on Windows (the default auto-detection already no-ops when the script isn't found) or run under a POSIX-compatible shell.

License

MIT