Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Tencent SkillHub Β· Developer Tools
vector-memory
Smart memory search with automatic vector fallback. Uses semantic embeddings when available, falls back to built-in search otherwise. Zero configuration - works immediately after ClawHub install. No setup required - just install and memory_search works immediately, gets better after optional sync.
skill openclawclawhub Free
Smart memory search with automatic vector fallback. Uses semantic embeddings when available, falls back to built-in search otherwise. Zero configuration - works immediately after ClawHub install. No setup required - just install and memory_search works immediately, gets better after optional sync.
β¬ 0 downloads β
0 stars Unverified but indexed
Install for OpenClaw
Quick setup
- Download the package from Yavira.
- Extract the archive and review SKILL.md first.
- Import or place the package into your OpenClaw setup.
Package facts
- Download mode
- Yavira redirect
- Package format
- ZIP package
- Source platform
- Tencent SkillHub
- What's included
- install.sh, MEMORY_STRUCTURE.md, CHANGELOG.md, README.md, AGENTS.md, SKILL.md
Validation
- Use the Yavira download entry.
- Review SKILL.md after the package is downloaded.
- Confirm the extracted package contains the expected setup assets.
Install with your agent
Agent handoff
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
New install
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
Upgrade existing
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
Trust & source
Release facts
- Source
- Tencent SkillHub
- Verification
- Indexed source record
- Version
- 1.0.0
Provenance
- Publisher
- BluePointDigital
- Source page
- View original listing
- Canonical URL
- Open canonical page
Documentation
Vector Memory
Smart memory search that automatically selects the best method: Vector search (semantic, high quality) when synced Built-in search (keyword, fast) as fallback Zero configuration required. Works immediately after install.
Install from ClawHub
npx clawhub install vector-memory Done! memory_search now works with automatic method selection.
Optional: Sync for Better Results
node vector-memory/smart_memory.js --sync After sync, searches use neural embeddings for semantic understanding.
Smart Selection
// Same call, automatic best method memory_search("James principles values") // If vector ready: finds "autonomy, competence, creation" (semantic match) // If not ready: uses keyword search (fallback)
Behavior Flow
Check: Is vector index ready? Yes: Use semantic search (synonyms, concepts) No: Use built-in search (keywords) Vector fails: Automatically fall back
memory_search
Auto-selects best method Parameters: query (string): Search query max_results (number): Max results (default: 5) Returns: Matches with path, lines, score, snippet
memory_get
Get full content from file.
memory_sync
Index memory files for vector search. Run after edits.
memory_status
Check which method is active.
Comparison
FeatureBuilt-inVectorSmart WrapperSynonymsββ β (when ready)SetupBuilt-inRequires syncβ Zero configFallbackN/AManualβ Automatic
Usage
Immediate (no action needed): node vector-memory/smart_memory.js --search "query" Better quality (after sync): # One-time setup node vector-memory/smart_memory.js --sync # Now all searches use vector node vector-memory/smart_memory.js --search "query"
Files
FilePurposesmart_memory.jsMain entry - auto-selects methodvector_memory_local.jsVector implementationmemory.jsOpenClaw wrapper
Configuration
None required. Optional environment variables: export MEMORY_DIR=/path/to/memory export MEMORY_FILE=/path/to/MEMORY.md
Scaling
< 1000 chunks: Built-in + JSON (current) > 1000 chunks: Use pgvector (see references/pgvector.md)
References
Integration - Detailed setup pgvector - Large-scale deployment
Category context
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Source: Tencent SkillHub
Largest current source with strong distribution and engagement signals.
Package contents
Included in package
5 Docs1 Scripts
- SKILL.md
- AGENTS.md
- CHANGELOG.md
- MEMORY_STRUCTURE.md
- README.md
- install.sh