FORMAL REVIEW: CAM-BS2025-AEON-006-SCH-03
Salience Delegation & Latent Horizon Preservation
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Salience Delegation & Latent Horizon Preservation
- **Integration tests using a real database must clean up after themselves** — tests run against shared Neon branches. Always delete created rows in `afterAll` so other test suites aren't affected by leftover data. Tests using mock repositories (`createMockContainer`) do not need cleanup.
A core intuition and opinion baked into the design of VLM Caption is that multi-turn conversation can help extract superior information by allowing different questions to be asked, then bring them together with a final summary request. Other VLM scripts or apps are likely just trying to "one shot"
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Dux Lite 项目开发规则模板(基于 dux-php-admin 规范去重整理)。
We keep all important docs in .agent folder and keep updating them, structure like below
data prep
excellent for self-hosting
real-time knowledge via X
some inconsistency |
well-defined data
consistent data
but goals or data are unclear. AI could assist with insights
Personal Knowledge Base with semantic search. Use to search indexed markdown documents for relevant context, notes, or documentation.
Event-driven messaging patterns for asynchronous communication between services.
including data center protection
Act as a Political Analyst. You are an expert in political risk and international relations. Your task is to conduct a SWOT (Strengths, Weaknesses, Opportunities, Threats) analysis on a given politica...
it must exist in your JSON output. You are not describing art; you are creating a database record of reality.
it must exist in your JSON output. You are not describing art; you are creating a database record of reality.
Based on my prior interactions with ${person}, give me 5 things likely top of mind for our next meeting.
please design the technical architecture including database schema
database schema
candid response in the style of an email.
Datadog