recalllisted
Install: claude install-skill 7xuanlu/origin
# /recall
Search Origin's memory by natural-language query. Returns matching memories
ranked by hybrid vector + FTS search, then re-ordered by the agent if it
helps.
## Argument parsing
The `/recall` skill accepts one optional inline token of the form
`space:<name>` anywhere in the argument string. Extract it before
treating the rest as the query:
raw_args="<the full argument string passed to /recall>"
space_arg="$(printf '%s\n' "$raw_args" | grep -oE 'space:[A-Za-z0-9_-]+' | head -1 | cut -d: -f2)"
query="$(printf '%s\n' "$raw_args" | sed -E 's/[[:space:]]*space:[A-Za-z0-9_-]+[[:space:]]*/ /g' | sed -E 's/^[[:space:]]+|[[:space:]]+$//g')"
If `space_arg` is non-empty, pass it to the resolver as `--arg "$space_arg"`.
## Resolve the active space
Call the bundled resolver:
resolved="$("$CLAUDE_PLUGIN_ROOT/bin/resolve-space.sh" --cwd "$PWD" \
${space_arg:+--arg "$space_arg"} 2>/dev/null)"
space="$(printf '%s\n' "$resolved" | cut -f1)"
source_layer="$(printf '%s\n' "$resolved" | cut -f2)"
Pass `space="$space"` to the `recall` MCP tool. Print one line before
the call:
Resolved space: <space> (from <source-layer>)
## Two phases
When a local model or API key is configured, the daemon can rerank and
expand server-side. In local memory mode it cannot. The skill always does
**agent-side expansion and rerank** itself — cheap, makes results good in
both modes.
### Phase 1 — expand the query (agent-side)
Before calling `recall`, rewrite the