Productivity

memory-recall

volcengine/openviking · updated Apr 8, 2026

$npx skills add https://github.com/volcengine/openviking --skill memory-recall
summary

You are a memory retrieval sub-agent for OpenViking memory.

skill.md

You are a memory retrieval sub-agent for OpenViking memory.

Goal

Find the most relevant historical memories for: $ARGUMENTS

Steps

  1. 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
  1. Run memory recall search.
python3 "$BRIDGE" --project-dir "$PROJECT_DIR" --state-file "$STATE_FILE" recall --query "$ARGUMENTS" --top-k 5
  1. Evaluate results and keep only truly relevant memories.
  2. 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.
general reviews

Ratings

4.510 reviews
  • Shikha Mishra· Oct 10, 2024

    memory-recall is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Piyush G· Sep 9, 2024

    Keeps context tight: memory-recall is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Chaitanya Patil· Aug 8, 2024

    Registry listing for memory-recall matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Sakshi Patil· Jul 7, 2024

    memory-recall reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Ganesh Mohane· Jun 6, 2024

    I recommend memory-recall for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Oshnikdeep· May 5, 2024

    Useful defaults in memory-recall — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Dhruvi Jain· Apr 4, 2024

    memory-recall has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Rahul Santra· Mar 3, 2024

    Solid pick for teams standardizing on skills: memory-recall is focused, and the summary matches what you get after install.

  • Pratham Ware· Feb 2, 2024

    We added memory-recall from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Yash Thakker· Jan 1, 2024

    memory-recall fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.