hillclimb knowledge
Cross-search learning: cards distilled from finished searches
hillclimb knowledge COMMANDhillclimb knowledge backfill
Distill cards from every finished search that lacks one.
Walks runs/ and bootstraps learning from pre-existing history.
hillclimb knowledge backfillhillclimb knowledge consolidate
The sleep phase: generalize claims, rewrite playbooks.
Lifts multi-family claims up the concept hierarchy (mechanical) and rewrites per-concept playbooks (one agent call per qualifying concept, routing key consolidate). Playbook rewrites land as reviewable git diffs.
hillclimb knowledge consolidate [OPTIONS]Options
| option | what it does |
|---|---|
--dry-run | Show what would generalize / which playbooks would rewrite; no writes, no agent calls. |
hillclimb knowledge distill
Run the LLM claims pass on a finished search.
Distills typed claims (entities, concepts) — or, with --backfill, extracts them across existing cards.
hillclimb knowledge distill [OPTIONS] [SEARCH]Arguments
| argument | what it is |
|---|---|
SEARCH | Search ref (run-id/search-id), or latest optional |
Options
| option | what it does |
|---|---|
--backfill | Extract claims for every knowledge card that has none. |
hillclimb knowledge graph
Explore the knowledge graph.
Default: the interactive TUI screen (zoom/pan/click, time scrubber); --stats prints a text summary.
hillclimb knowledge graph [OPTIONS]Options
| option | what it does |
|---|---|
--stats | Print index stats instead of the TUI. |
hillclimb knowledge live
Show the live cards concurrent searches in a run are sharing.
The discoveries a sibling's next operator would receive.
hillclimb knowledge live [RUN]Arguments
| argument | what it is |
|---|---|
RUN | Run id, or latest optional |
hillclimb knowledge query
Read-only memory lookup (no model calls).
Also advertised to operator agents so they can consult accumulated knowledge mid-search.
hillclimb knowledge query [OPTIONS] TERMSArguments
| argument | what it is |
|---|---|
TERMS | Keywords, e.g. 'gradient boosting' or a technique slug required |
Options
| option | what it does |
|---|---|
--family TEXT | Restrict claims to one problem family. |
--limit INTEGER | Default: 5. |
--json | Machine-readable output. |
hillclimb knowledge rebuild
Force-rebuild knowledge/graph.json from cards and registries.
The graph is a derived index — always safe to rebuild, never hand-edit.
hillclimb knowledge rebuildhillclimb knowledge show
Render the prior experience a new search would receive.
Scoped to this target.
hillclimb knowledge show TARGETArguments
| argument | what it is |
|---|---|
TARGET | Problem target, e.g. emflow://gefcom2014:solar required |