All Documents
3,528 documents available
Spec Template
Provides a front-matter schema and writing rules for Brim language specification documents, covering status lifecycle and content conventions.
Chapter 06 -- Design Intent Preservation: The Anti-Slop System
Presents a five-layer defense system to prevent generic AI-generated frontend code by enforcing brand-specific design tokens, antipatterns, and checklists.
You must use artifacts for
Defines when to use artifacts and provides detailed instructions for creating code, documents, HTML, SVG, Mermaid diagrams, and React components.
instead of: tmp = make_payload(); send(tmp)
Defines a rule against pointless renames and aliases, requiring every new name to add semantic value.
Overview
Explains the preprocessing, training, constrained decoding, and span recovery methods used for a T5-based SDoH extraction system.
This target for generating PDF (from SVG) is more generic.
Collects memos and hints for boosting productivity in deep learning, covering programming, OS, debugging, and paper writing.
Annotating documents
Guides human annotators through labeling entity mentions, relations, and coreferences in Watson Knowledge Studio documents using the ground truth editor.
system_prompt
Defines a complete system prompt for an AI agent that automates browser tasks in an iterative loop.
PRIMITIVES_AND_RELATIONAL_SPACE.md
Defines five bidirectional relational primitives (Visibility, Resonance, Fidelity, Altruism, Shared Breath) and their positive/negative poles across human and AI interactions.
NaFM: Pre-training a Foundation Model for Small-Molecule Natural Products [@ding_nafm_2025]
Summarises a paper on NaFM, a foundation model for natural products pre-trained with scaffold-subgraph reconstruction and scaffold-aware contrastive learning.
EMERGENT NOTES (2026-02-26)
Documents a discovered semantic inversion where benign hypotheses triggered alerts, and proposes prompt-level mitigations plus a recursive learning loop.
BAZINGA - Claude Code Multi-Agent Dev Team - Architecture
Defines a hierarchical multi-agent architecture for Claude Code with five specialized roles, explicit routing protocols, and six-layer role drift prevention.
Headline Generation System
Defines a three-mode headline generation system for astrology notifications, using deterministic voice selection and contrastive formulas to drive engagement.
Dense Prediction of Mammography
Describes a ConvNet for dense prediction of mammography abnormalities using CBIS-DDSM data, with training strategies and results.
Dataset Collection Guide for Yellow Boy Detection
Guides collecting, labeling, and exporting a YOLOv8 dataset for detecting iron hydroxide precipitate in water bodies.
QA Generation System Evaluation
Evaluates a QA generation pipeline's output quality, quantity, and Unicode issues after processing a 145-page technical manual.
Week X Feedback: [Topic Title]
Compares two prompt strategies for generating FAQ pairs, showing that explicit constraints and contrasting examples improve output quality.
Session Documentation & Changelog Workflow
Automatically proposes documentation and changelog updates when a session ends or significant changes occur.
System Prompt Refactor - Complete Summary
Documents a 67% reduction of an AI system prompt, cutting AI calls from 5-7 to 2 per storyboard and saving 55% time.
To-do for MicroTiML
Tracks 100+ completed and pending tasks for a research programming language compiler, typechecker, examples, and proofs.
Context Engineering & Prompting Techniques
Teaches developers how to structure code and comments to get better suggestions from GitHub Copilot.
Libdwarf/dwarfdump etc coding style.
Defines the coding style for libdwarf and dwarfdump, covering indentation, naming, and memory safety.
tensor_factorization
Explains tensor factorization and RESCAL for link prediction, then describes how to rank matches and implement a RESCAL-based matchmaker.
Dissecting a skill
Shows how a skill can inject design personality and constraints instead of a step-by-step workflow, using a real frontend-design skill from an official plugin.