chunxiaoxx

Compass Recall — Development skill for Claude Code

Development community

/compass-recall — Semantic Recall on Project Memory.

How to install Compass Recall

Installs to ~/.claude/skills/chunxiaoxx-nautilus-compass-compass-recall/SKILL.md

Terminal

mkdir -p ~/.claude/skills/chunxiaoxx-nautilus-compass-compass-recall && curl -fsSL https://raw.githubusercontent.com/chunxiaoxx/nautilus-compass/HEAD/commands/compass-recall.md -o ~/.claude/skills/chunxiaoxx-nautilus-compass-compass-recall/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Compass Recall does

/compass-recall — Semantic Recall on Project Memory

Run a one-shot semantic recall against the active project's `memory/` entries: top hits with relevance scores, anchor drift annotations, and links.

When to use

"Have we discussed this before?" — search past memory
Pre-flight check before designing — surface prior decisions
Confirm whether a recall hit exists before relying on it implicitly

How to run

Invoke `recall.py` with `--query` (and `--bge` to force daemon mode, or omit

Alternatives in Development

Brain — Set up or use your Professional Brain — init, ingest, recall, or review 1.3k ★
Compass Planner — Use the @compass-planner agent to help the user create a work plan for the following: $ARGUMENTS 523 ★
Arrecall — AgentRecall on-demand recall — surface past fixes, decisions, and patterns mid-session without leaving your fl 370 ★