AOSSIE Skill Ecosystem

Closed-Loop Interactive Agent Governance & Knowledge Simulation

SYSTEM SIMULATION RUNNING
Select Simulation Scenario:

Skills Core

GROUND TRUTH (GIT)

Project architecture, constraints, setup guidelines, and org-level governance rules stored in Markdown. Anchors all AI interactions.

Workspace
.agent/core/architecture.md
.agent/core/edge-cases.md
.agent/instructions/setup.md
.agent/instructions/testing.md
skills/GIT-DIS-AIPolicy/SKILL.md
.agent/core/architecture.md
Loading...

Skill Bot

DISCORD ASSISTANT

Grounded in Skills Core. Intercepts contributor questions in dedicated threads, asks clarifying questions, and emits Gap Signals on low-confidence queries.

ai-chat
Thread: Setup Queries
Contributor_XYZ
How do I set up this repository for development?
SkillBot BOT
Welcome! Let me check the Skills Core context for setup steps...

PR Dashboard

MAINTAINER SYSTEM

Pulls PR summaries, runs semantic similarity against Skills Core to inject context, determines conflict graphs, and emits Staleness Signals to the Updater.

Conflict DAG
Isolated PRs
main branch
Target State
PR #41: Add Postgres
Author: Alice
Semantic Conflict
PR #42: Database ORM
Author: Bob
Conflict Reasoning (Ollama + Skills Core): Alice adds pg-client utilities directly in controllers, violating Layer 1 architecture rules. Bob sets up Prisma ORM in `backend/models`. Recommendation: Merge Bob (PR #42) first, then rewrite Alice (PR #41) to use Prisma model layer.

Skill Updater

KNOWLEDGE EVOLUTION

Processes Discord developer discussions, gap logs, and staleness logs. Groups them semantically using BERTopic to generate Git patches that update Skills Core.

1. Fetch & Poll

Idle. Awaiting signal...

2. Semantic Cluster

BERTopic Online Model

3. Auto-Patch Apply

Git-backed commit