← All skills
Tencent SkillHub Β· AI

Percept Ambient

Continuously captures and summarizes ambient conversations to build a local knowledge graph for context-aware assistance without explicit commands.

skill openclawclawhub Free
0 Downloads
0 Stars
0 Installs
0 Score
High Signal

Continuously captures and summarizes ambient conversations to build a local knowledge graph for context-aware assistance without explicit commands.

⬇ 0 downloads β˜… 0 stars Unverified but indexed

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 10 sections Open source page

percept-ambient

Ambient intelligence mode β€” continuous context awareness without explicit commands.

What it does

Runs in the background, building a knowledge graph of conversations, entities, and relationships over time. Your agent passively learns context from ambient speech β€” who you talk to, what projects are active, what decisions were made β€” without needing explicit commands.

When to use

User wants always-on context awareness Agent needs background knowledge from daily conversations User asks "what do you know about [person/project]?" based on overheard context

Requirements

percept-listen skill installed and running percept-summarize skill installed (for entity extraction)

How it works

All conversations are continuously captured and summarized Entities (people, companies, projects, topics) extracted automatically Relationships mapped between entities (works_on, client_of, mentioned_with) Context packets assembled on demand for any agent action Full-text search (FTS5) + vector search (LanceDB) for retrieval

Context packets

When your agent needs context, Percept assembles a Context Packet: { "recent_conversations": [...], "resolved_entities": [...], "relationships": [...], "relevant_history": [...] } This gives the agent rich situational awareness without loading entire conversation histories.

Vector search

Semantic search over utterances using NVIDIA NIM embeddings (primary) with all-MiniLM-L6-v2 as offline fallback. Stored in LanceDB (local, zero-infra). # Search via dashboard (port 8960) or API curl localhost:8960/api/search?q=project+deadline&mode=hybrid

Privacy controls

All data stored locally in SQLite + LanceDB TTL auto-purge (configurable retention periods) No audio stored β€” only transcripts Dashboard β†’ Settings β†’ Privacy for granular controls

Real-time dashboard

Monitor ambient intelligence at http://localhost:8960: Live conversation feed Entity graph visualization Search across all conversations Analytics and usage stats

Links

GitHub: https://github.com/GetPercept/percept

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
1 Docs
  • SKILL.md Primary doc