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Smart Memory Query

Enforce proactive, query-optimized memory_search usage. Must run memory_search when (1) prior context is referenced, (2) a new task starts, or (3) a proper n...

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Enforce proactive, query-optimized memory_search usage. Must run memory_search when (1) prior context is referenced, (2) a new task starts, or (3) a proper n...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
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.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. 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. 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. 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

Documentation

ClawHub primary doc Primary doc: SKILL.md 3 sections Open source page

Trigger: run memory_search when any of these apply

T1 Prior context: user references previous decisions, agreements, or history (e.g., β€œwe decided this before”). T2 New task: before starting a new topic/task, check prior preferences/decisions. T3 Proper noun: project, tool, service, or person name appears. If unsure, search. Missed context costs more than one extra search. If multiple triggers fire, run separate searches per trigger.

Query-building rules (required)

Split intent β€” break search intent into 2–3 independent angles. Do not overpack one query. Extract core tokens β€” keep only 2–3 key nouns per angle; prioritize proper nouns. Run multi-query β€” call memory_search per angle, with 2–4 tokens per query. Merge results β€” if all are empty, retry once with a single key proper noun.

Examples

T1 β€œWe changed to keep iCloud downloads before, right?” ❌ memory_search("user preference root-cause config first suggestion keep iCloud downloads") βœ… memory_search("iCloud download setting") + memory_search("problem-solving preference") T1 β€œDidn’t we plan to migrate to a better structure first?” ❌ memory_search("better structure migration FTS path title RRF exact tie-break") βœ… memory_search("FTS structure migration") + memory_search("RRF tie-break design") T2 β€œLet’s start Paddle payment integration.” ❌ no memory_search βœ… memory_search("Paddle payment") + memory_search("payment integration decision") T3 β€œOpenClaw search quality is still poor.” ❌ memory_search("OpenClaw search quality is still poor") βœ… memory_search("OpenClaw search") + memory_search("search quality tuning") T1+T3 β€œWhat happened after switching to bge-m3?” ❌ memory_search("what happened after switching to bge-m3") βœ… memory_search("bge-m3 migration result") + memory_search("embedding model change") T2 β€œSet up the new project documentation structure.” ❌ no memory_search βœ… memory_search("documentation structure preference") + memory_search("project template")

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
1 Docs
  • SKILL.md Primary doc