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> **Repository:** https://github.com/mehdic/bazinga
Agent Notes (updated 2025-11-13)
Yoshua Bengio, Yann LeCun, Geoffrey Hinton
**Date:** January 2026
description: Guidelines and best practices for creating effective .clinerules to guide Cline's behavior, knowledge, and workflows.
Recognizers are the core extension point of SovereignGuard. They define how the gateway detects PII before tokenization.
Retrieval quality depends on two things: **what the extraction prompt produces**, and **how Vector Storage is configured**. Most people start with Vector Storage settings — but the bigger lever is the prompt. A well-structured memory block retrieves accurately even with default settings. A poorly structured one won't retrieve well no matter how much you tune.
Generic Pipeline was developed with a focus of enabling to make fast and
A clear, well-structured prompt dramatically improves the quality of AI-generated outputs. This guide outlines key principles and examples for writing effective prompts using the **RTCF** framework and other best practices.
lastupdated: "2020-08-04"
Machine Learning {#chap:ml}
NOTE!! This has now become part of Kofax Transformation Modules 10.4 in November 2020. Many features presented below are no longer required.
You are the Company OS agent for PeakMojo — a conversation intelligence system that captures institutional knowledge, tracks decisions, and turns unstructured voice memos and meeting recordings into a searchable, structured knowledge base.
From libdwarf-code CODINGSTYLE.md as of 01 October 2024.
This guide is based on the current posts in `./src/data/blog-posts/`:
title: Loss Functions
User reported: *"its still gave a summary like this"* - responses were too condensed, just showing citations like "([Page 6], [Page 8])" instead of comprehensive detailed content.
5. What are the advantages and disadvantages of supervised learning compared to unsupervised and semi-supervised learning?
_Notes from this section are adpated from Andrew Ng's DL specialization course 3 + Andrew's Machine Learning Yearning Book_, many of the notes here are copied verbatim, all rights belong to Andrew Ng.
This version uses the new Paragraph features in Kofax Transformation Modules 10.4 from November 2020.
* Introductions, Code of Conduct, Minutes Document, Scribes
This guide covers how to write effective Governor checks that produce high-signal findings with minimal noise.
What makes a skill actually work vs. being ignored or misapplied. Based on studying production skills across Claude Code (Superpowers, Trail of Bits, Anthropic's official plugins), Codex (babysit-pr, skill-creator, curated catalog), OpenClaw (55 bundled skills, 13,700+ community), and Cursor/Cline rule systems (BMAD-METHOD, RIPER-5, steipete/agent-rules).
_Collection of CVPR 2017, including titles, links, authors, abstracts and my own comments. Created by Michael Liang, NUDT. All my work are based on http://www.cvpapers.com/cvpr2017.html
