MCPInstall

memory-recall

by volcengine

Recall relevant long-term memories extracted by OpenViking Session memory. Use when the user asks about past decisions, prior fixes, historical context, or what was done in earlier sessions.

Installs
206
Last 24h
—
Trending rank
—
Security
Not audited

Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/volcengine/openviking --skill memory-recall
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads memory-recall automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

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.

FAQ

What does the memory-recall skill do?

Recall relevant long-term memories extracted by OpenViking Session memory. Use when the user asks about past decisions, prior fixes, historical context, or what was done in earlier sessions.

How do I install memory-recall?

Run npx skills add https://github.com/volcengine/openviking --skill memory-recall in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/memory-recall/ (personal) or .claude/skills/memory-recall/ (project).

Which AI agents can use memory-recall?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is memory-recall safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains memory-recall?

It is published by volcengine in volcengine/openviking. It has 206 recorded installs.

More from volcengine/openviking

View all →

openviking

volcengine/openviking

Activate when the user asks about any repository listed in the system prompt under 'OpenViking — Indexed Code Repositories', or when they ask about an external library, framework, or project that may have been indexed. Also activate when the user wants to add, remove, or manage repos. Always search the local codebase first before using this skill.

AI & Agents895 installs

ov-experience-memory

volcengine/openviking

Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools. Use before or during executable, multi-step, or tool-based work such as coding, file or data changes, configuration, deployment, workflow execution, and failure recovery when prior operational guidance could improve reliability. Do not use for casual chat or simple factual questions.

DevOps & Cloud580 installs

openviking-memory

volcengine/openviking

Recall and persist long-term memory through the OpenViking MCP tools. Use at the start of any substantive task (coding, configuration, debugging, multi-step or tool-based work) to retrieve relevant prior knowledge with find/search/read, and during or after work to persist durable facts, preferences, decisions, and lessons with remember. Do not use for casual chat or simple factual questions the model can answer directly.

AI & Agents507 installs

cron

volcengine/openviking

Schedule reminders and recurring tasks.

217 installs

github-proxy

volcengine/openviking

GitHub 国内访问加速 skill，使用 githubproxy.cc 代理加速 GitHub 仓库克隆、文件下载、Raw 文件访问等操作。使用场景：(1) 需要 git clone GitHub 仓库时加速，(2) 下载 GitHub Release 文件、Raw 文件、Archive 压缩包时加速，(3) 任何需要访问 GitHub 资源但速度慢的场景

Code Quality & Workflow170 installs

opencode

volcengine/openviking

Monitor and manage your OpenCode tasks using helper scripts.

148 installs

Popular other skills

View category →

hyperframes-cli

heygen-com/hyperframes

The HyperFrames CLI by job - scaffold, check, look at frames, edit the timeline, preview, render locally or in the cloud, publish, project history - plus reading its JSON and recovering from build or render failures.

1.3M installs

triage

mattpocock/skills

Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.

1M installs

ask-matt

mattpocock/skills

Ask which skill or flow fits your situation. A router over the skills in this repo.

778.4K installs

to-questionnaire

mattpocock/skills

Turn a decision you can't fully answer into a questionnaire for someone else to fill in.

508.9K installs

wait-what

mattpocock/skills

Stop. That last message did not land: re-pitch it.

459.7K installs

loop-me

mattpocock/skills

Grill me about specs for the workflows I want to build, within this workspace.

447.9K installs