Enso Os

data-ai MCP Server

The first AI plugin that speaks first. Code-enforced learning + active forgetting + PAC (Proactive Accountability Challenge). Works with Claude Code, Gemini CLI, Hermes, OpenClaw.

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data-aidata-ai
4 views83 stars5 forksMIT

Why This Matters

Discovered via agent-topic:ai-agent and last synced 3mo ago.

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Source
agent-topic:ai-agent
Stars
83
Last synced
3mo ago
Install
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21
Tools
0
Resources
0
Prompts
Standard I/O
Transport

Available Tools (21)

Guard

3

Hermes

OpenClaw

Check

What it finds

Memory

1

Source

Key Insight

5

No answer given

1

Based on observation, not wisdom

Immutable

3

Duplicates

>60% keyword overlap between lessons

Capability

Claude Code

Mechanism

What it does

Pattern

Example Trigger

Learning

3

Budget

MEMORY.md capacity status

3

Challenge premise, not options

2

Scan for self-limiting patterns. Inject pending challenges.

4

Time dimension

Rule

Bad

Layer

Hooks

Orphans

Lessons never used (hits:0, >7 days)

fireworks-skill-memory

200 lines of hooks > 800 lines of prompt