This file is byte-identical to the first copy the registry indexed, one of 10 indexed copies. Same content hash, so the same checks give both the same grade.
ov-experience-memory from volcengine/openviking is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# OpenViking Experience Memory
Use prior task Experience as advisory operational guidance. Keep the current
user request, current environment, and verified tool results authoritative.
Experience retrieval supplements normal context retrieval; it does not replace
user memory, events, preferences, session archives, resources, or Agent Skills.
## Preconditions
- Use only OpenViking tools that are actually registered in the current Agent
runtime.
- Require both a semantic search capability and an exact URI read capability.
- If either capability is unavailable, continue without Experience. Do not
invent a tool call, fabricate a ToolPart, or replace the Agent tool call with
direct HTTP or CLI access.
- Do not substitute broad memory `recall` for a search scoped to the Experience
root. Continue using the runtime's normal recall and retrieval flows when the
task also needs user facts, events, decisions, prior conversation, or domain
resources.
## Select Runtime Tools
Choose the registered names that match the current runtime:
| Runtime | Search | Read |
| --- | --- | --- |
| OpenViking MCP, Codex, Claude Code | `find` or `search` | `read` |
…
The line at the top of this page pins the label git:20261001.0fabc5e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_xjd3mbsuxzfr3phs
GET https://markdownregistry.com/api/v1/resolve?ref=volcengine/openviking/ov-experience-memory
GET https://markdownregistry.com/api/v1/blob/9490d86db2fcfa572e49bc0105f5916c1c4344f3691f74a0bc245a53045de7d8
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
volcengine/openviking · agent-plugins/skills/openviking-memory/SKILL.md · Recall and persist long-term memory through the OpenViking MCP tools. Use at the start of any substantive task (coding…
volcengine/openviking · agent-plugins/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · agent-plugins/skills/ov-kanban/SKILL.md · Work through tasks on a kanban board stored in OpenViking (viking://agent/kanban/<board>/, one markdown file per task)…
volcengine/openviking · agent-plugins/skills/ov-memory-troubleshoot/SKILL.md · Diagnose OpenViking memory issues by tracing backward from a memory file to its archive memory_diff.json and, when…
volcengine/openviking · agent-plugins/skills/ov-resources/SKILL.md · Search and read documents, repos, URLs, and other resources stored in OpenViking under viking://resources/. Use…
volcengine/openviking · bot/workspace/skills/github/SKILL.md · Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and…
volcengine/openviking · bot/workspace/skills/skill-creator/SKILL.md · Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
volcengine/openviking · examples/pi-coding-agent-extension/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · agent-plugins/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · examples/codex-memory-plugin/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · examples/agent-hook-plugin/hosts/codebuddy/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · examples/agent-hook-plugin/hosts/cursor/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · examples/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · examples/openclaw-plugin/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
volcengine/openviking · examples/opencode-plugin/skills/ov-experience-memory/SKILL.md · Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools…
