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chorus/echo-memory.plugin.src/commands/echo-recall.md
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Jason Stedwell be3fd36ebf ver 1.5.0 — six-improvement pass: retention, routing, self-firing memory
1. capture-update keeps the whole body (was truncating to first line)
2. frontmatter completeness: kind-default status + kind-seeded tags at
   capture, fm create-or-replace, incomplete-frontmatter lint, sweep
   backfill (one data source: KIND_STATUS/KIND_REQUIRED_FM)
3. pre-write duplicate gate (exit 76, --merge-into/--force)
4. recall corpus + ranking: sessions/journal indexed (down-weighted),
   BM25 x freshness x status fusion, recall --json, index schema 2
5. session hooks: SessionStart auto-load, Stop reflection nudge
6. one-tap triage verb with processing-log audit; --json on read verbs

+22 mock end-to-end tests; all suites green. Docs current (README,
CHANGELOG, SKILL.md, commands, references, MAINTENANCE, eval README).
Drops tracked .DS_Store (gitignored); retires README-gretchen.md
(moved to gitignored dist/); adds the field report that drove item 2.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-03 12:57:52 -05:00

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description, argument-hint
description argument-hint
Recall a topic from ECHO memory — matching notes plus their linked neighbourhood [topic, person, or project]

Use the echo-memory skill to recall context for:

$ARGUMENTS

Run the one-call recall — it resolves the term against the entity index, searches, and expands one hop along ## Related links and source_notes, so you get the connected web (linked decisions, people, prior sessions), not an isolated note:

ECHO="${CLAUDE_PLUGIN_ROOT}/skills/echo-memory/scripts/echo.py"
[ -f "$ECHO" ] || ECHO=$(ls /sessions/*/mnt/.remote-plugins/*/skills/echo-memory/scripts/echo.py 2>/dev/null | head -1)   # CoWork sandbox fallback
python3 "$ECHO" recall "$ARGUMENTS"
# Windows: use `python` or `py -3` if `python3` is not on PATH.

The corpus spans the entity graph plus session logs and journal notes, ranked by relevance × freshness × status — each hit shows its updated:/status:, so prefer fresh/active hits and treat stale ones as history. Add --json for structured hits (path/score/type/updated/status/excerpt) when you need to act on the results programmatically.

Then answer from the assembled context. If you only need the canonical path for one entity, use echo.py resolve "<title>" instead. Don't narrate the retrieval.