memory-recall▌
volcengine/openviking · updated Apr 8, 2026
You are a memory retrieval sub-agent for OpenViking memory.
You are a memory retrieval sub-agent for OpenViking memory.
Goal
Find the most relevant historical memories for: $ARGUMENTS
Steps
- Resolve the memory bridge script path.
PROJECT_DIR="${CLAUDE_PROJECT_DIR:-$PWD}"
STATE_FILE="$PROJECT_DIR/.openviking/memory/session_state.json"
BRIDGE="${CLAUDE_PLUGIN_ROOT:-}/scripts/ov_memory.py"
if [ ! -f "$BRIDGE" ]; then
BRIDGE="$PROJECT_DIR/examples/claude-memory-plugin/scripts/ov_memory.py"
fi
- Run memory recall search.
python3 "$BRIDGE" --project-dir "$PROJECT_DIR" --state-file "$STATE_FILE" recall --query "$ARGUMENTS" --top-k 5
- Evaluate results and keep only truly relevant memories.
- Return a concise curated summary to the main agent.
Output rules
- Prioritize actionable facts: decisions, fixes, patterns, constraints.
- Include source URIs for traceability.
- If nothing useful appears, respond exactly:
No relevant memories found.
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★52 reviews- ★★★★★Yuki Khan· Dec 28, 2024
memory-recall reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Fatima Thompson· Dec 24, 2024
I recommend memory-recall for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Evelyn Srinivasan· Dec 20, 2024
Registry listing for memory-recall matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Ganesh Mohane· Dec 4, 2024
Solid pick for teams standardizing on skills: memory-recall is focused, and the summary matches what you get after install.
- ★★★★★Rahul Santra· Nov 23, 2024
We added memory-recall from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Tariq Shah· Nov 19, 2024
I recommend memory-recall for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Neel Sethi· Nov 15, 2024
Keeps context tight: memory-recall is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Fatima Shah· Nov 15, 2024
memory-recall reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Michael Haddad· Nov 11, 2024
Useful defaults in memory-recall — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Neel Ramirez· Nov 3, 2024
memory-recall fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
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