bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Aura for OpenClaw
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install auralithinc/aura-openclawInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Persistent memory and instant knowledge retrieval for your OpenClaw agent. Compile 60+ file formats into queryable .aura archives and give your agent a 3-tier memory that survives sessions, compaction, and restarts.
Memory OS v2.1 (
auralith-aura>=0.2.2): Enhanced with temporal decay scoring, noise filtering, deduplication, bloom filters, SimHash fuzzy matching, and tiered priority scoring — zero RAM overhead.
pip install auralith-aura
For full document support (PDFs, DOCX, etc.):
pip install 'aura-core[all]'
You: Learn my project in ~/repos/api-service
Agent: 🔥 Compiling ~/repos/api-service...
✅ Compiled 847 files → api-service.aura
Indexed: Python (312), TypeScript (201), YAML (44), Markdown (73), JSON (217)
You: How does the auth middleware handle token refresh?
Agent: Based on src/middleware/auth.ts (lines 45-89), the auth middleware
intercepts expired JWTs by checking the `exp` claim. When expired,
it calls `refreshTokenService.rotate()` which issues a new access
token and sets it via the `X-Refreshed-Token` response header.
The original request is then replayed with the new token.
You: Learn everything in ~/legal but mask any personal info
Agent: 🔥 Compiling with PII masking enabled...
✅ Compiled → legal.aura
Masked: 23 emails, 8 phone numbers, 4 SSNs
You: What are the termination conditions in the Series A agreement?
Agent: Per series_a_term_sheet.pdf, Section 7.2 — the agreement may be
terminated by either party with 30 days written notice if:
(a) material breach remains uncured after 15 business days,
(b) insolvency or bankruptcy filing, or
(c) failure to meet the minimum revenue threshold in Schedule B...
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
Persistent memory and instant knowledge retrieval for your OpenClaw agent.
OpenClaw agents are powerful, but memory is hard. Context compaction can silently drop facts. MEMORY.md doesn't scale. Sessions start fresh.
Aura gives your agent a real memory system:
.aura archives, not flat markdownAll processing happens locally on your machine. Your data stays on your hardware.
Aura organizes agent memory into three purpose-built tiers:
| Tier | What It Stores | Lifecycle |
|---|---|---|
/pad |
Working notes, scratch space, in-progress thinking | Transient — cleared between sessions |
/episodic |
Session transcripts, conversation history, decisions made | Auto-archived — retained for reference |
/fact |
Verified facts, user preferences, learned rules | Persistent — survives indefinitely |
Memory OS v2.1 (
auralith-aura>=0.2.2): Enhanced with temporal decay scoring, noise filtering, deduplication, b...
# Aura for OpenClaw
Persistent memory and instant knowledge retrieval for your OpenClaw agent. Compile 60+ file formats into queryable `.aura` archives and give your agent a 3-tier memory that survives sessions, compaction, and restarts.
> **Memory OS v2.1** (`auralith-aura>=0.2.2`): Enhanced with temporal decay scoring, noise filtering, deduplication, bloom filters, SimHash fuzzy matching, and tiered priority scoring — zero RAM overhead.
## Setup
```bash
pip install auralith-aura
```
For full document support (PDFs, DOCX, etc.):
```bash
pip install 'aura-core[all]'
```
## What It Looks Like
### Learn an entire codebase
```
You: Learn my project in ~/repos/api-service
Agent: 🔥 Compiling ~/repos/api-service...
✅ Compiled 847 files → api-service.aura
Indexed: Python (312), TypeScript (201), YAML (44), Markdown (73), JSON (217)
You: How does the auth middleware handle token refresh?
Agent: Based on src/middleware/auth.ts (lines 45-89), the auth middleware
intercepts expired JWTs by checking the `exp` claim. When expired,
it calls `refreshTokenService.rotate()` which issues a new access
token and sets it via the `X-Refreshed-Token` response header.
The original request is then replayed with the new token.
```
### Compile legal docs with PII masking
```
You: Learn everything in ~/legal but mask any personal info
Agent: 🔥 Compiling with PII masking enabled...
✅ Compiled → legal.aura
Masked: 23 emails, 8 phone numbers, 4 SSNs
You: What are the termination conditions in the Series A agreement?
Agent: Per series_a_term_sheet.pdf, Section 7.2 — the agreement may be
terminated by either party with 30 days written notice if:
(a) material breach remains uncured after 15 business days,
(b) insolvency or bankruptcy filing, or
(c) failure to meet the minimum revenue threshold in Schedule B...
```
### Remember facts across sessions...<p align="center"> <img src="https://raw.githubusercontent.com/Auralith-Inc/aura-core/main/logo.png" alt="Aura" width="100"> </p> # 🔥 Aura for OpenClaw **Persistent memory and instant knowledge retrieval for your OpenClaw agent.** <p align="center"> <a href="https://pypi.org/project/auralith-aura/"><img src="https://badge.fury.io/py/auralith-aura.svg" alt="PyPI"></a> <a href="https://opensource.org/licenses/Apache-2.0"><img src="https://img.shields.io/badge/License-Apache_2.0-blue.svg" alt="License: Apache 2.0"></a> </p> --- ## Why Aura? OpenClaw agents are powerful, but memory is hard. Context compaction can silently drop facts. MEMORY.md doesn't scale. Sessions start fresh. **Aura gives your agent a real memory system:** - ✅ **Memories persist across sessions** — facts, preferences, and decisions survive restarts - ✅ **No context window pollution** — memory lives outside the prompt, retrieved on demand - ✅ **Scales to thousands of documents** — compiled into indexed `.aura` archives, not flat markdown - ✅ **Instant writes, zero blocking** — sub-millisecond write-ahead log means your agent is never waiting - ✅ **Compile any file format** — PDFs, DOCX, code, spreadsheets, emails — 60+ formats into one queryable archive All processing happens **locally on your machine**. Your data stays on your hardware. --- ## 3-Tier Memory OS Aura organizes agent memory into three purpose-built tiers: | Tier | What It Stores | Lifecycle | |------|---------------|-----------| | **`/pad`** | Working notes, scratch space, in-progress thinking | Transient — cleared between sessions | | **`/episodic`** | Session transcripts, conversation history, decisions made | Auto-archived — retained for reference | | **`/fact`** | Verified facts, user preferences, learned rules | Persistent — survives indefinitely | > **Memory OS v2.1** (`auralith-aura>=0.2.2`): Enhanced with temporal decay scoring, noise filtering, deduplication, b...
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
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