Landscape Summary

Overlap Clusters

garrytan--gbrain-evals, NorthwoodsSentinel--loam, UnluckyMycologist68--palimpsest, mattpocock--evalite, MemPalace--mempalace
influxdata--influxdb, NorthwoodsSentinel--brook
bmad-code-org--BMAD-METHOD, mattpocock--skills, VoltAgent--voltagent, gastownhall--gastown, humanlayer--12-factor-agents
NorthwoodsSentinel--loam, NorthwoodsSentinel--brook, UnluckyMycologist68--palimpsest, garrytan--gbrain-evals, garrytan--gbrain, malteristo--magic, malteristo--turtleos, MemPalace--mempalace, tinyhumansai--openhuman, vellum-ai--vellum-assistant
NorthwoodsSentinel--brook, NorthwoodsSentinel--loam, VoltAgent--voltagent, influxdata--influxdb, gordonbrander--busytown, gastownhall--gastown, NorthwoodsSentinel--meridian-protocol
malteristo--magic, garrytan--gbrain, jkomoros--prompt-garden, NorthwoodsSentinel--loam
karpathy--autoresearch, geeknik--HyperTune, companion-inc--feynman, Shubhamsaboo--awesome-llm-apps
companion-inc--feynman, karpathy--autoresearch, VoltAgent--awesome-ai-agent-papers, mattpocock--skills
gastownhall--gastown, gordonbrander--busytown, NorthwoodsSentinel--brook, VoltAgent--voltagent, humanlayer--12-factor-agents, bmad-code-org--BMAD-METHOD
UnluckyMycologist68--palimpsest, NorthwoodsSentinel--loam, garrytan--gbrain-evals, garrytan--gbrain, malteristo--turtleos, MemPalace--mempalace
mattpocock--evalite, garrytan--gbrain-evals
malteristo--turtleos, garrytan--gbrain, NorthwoodsSentinel--loam, UnluckyMycologist68--palimpsest
vellum-ai--vellum-assistant, NorthwoodsSentinel--loam, garrytan--gbrain
gordonbrander--busytown, NorthwoodsSentinel--brook, VoltAgent--voltagent, gastownhall--gastown, humanlayer--12-factor-agents
Hacker-Valley-Media--Interceptor, VoltAgent--voltagent, ChromeDevTools--chrome-devtools-mcp
VoltAgent--awesome-ai-agent-papers, companion-inc--feynman
geeknik--HyperTune, karpathy--autoresearch
humanlayer--12-factor-agents, VoltAgent--voltagent, gastownhall--gastown, gordonbrander--busytown, bmad-code-org--BMAD-METHOD, forrestchang--andrej-karpathy-skills, Shubhamsaboo--awesome-llm-apps
jkomoros--prompt-garden, malteristo--magic, mattpocock--skills
NorthwoodsSentinel--meridian-protocol, NorthwoodsSentinel--brook
Shubhamsaboo--awesome-llm-apps, karpathy--autoresearch, VoltAgent--voltagent, humanlayer--12-factor-agents
tinyhumansai--openhuman, garrytan--gbrain, NorthwoodsSentinel--loam
virattt--dexter, TauricResearch--TradingAgents
MemPalace--mempalace, garrytan--gbrain, NorthwoodsSentinel--loam, UnluckyMycologist68--palimpsest, garrytan--gbrain-evals
ChromeDevTools--chrome-devtools-mcp, Hacker-Valley-Media--Interceptor
openclaw--gogcli, mvanhorn--cli-printing-press
garrytan--gbrain, NorthwoodsSentinel--loam, UnluckyMycologist68--palimpsest, malteristo--magic, malteristo--turtleos, MemPalace--mempalace, tinyhumansai--openhuman, vellum-ai--vellum-assistant
VoltAgent--voltagent, NorthwoodsSentinel--brook, Hacker-Valley-Media--Interceptor, gordonbrander--busytown, gastownhall--gastown, humanlayer--12-factor-agents, bmad-code-org--BMAD-METHOD, Shubhamsaboo--awesome-llm-apps
mattpocock--skills, jkomoros--prompt-garden, bmad-code-org--BMAD-METHOD, companion-inc--feynman, forrestchang--andrej-karpathy-skills
forrestchang--andrej-karpathy-skills, mattpocock--skills, humanlayer--12-factor-agents

Gaps

Personal Knowledge Retrieval Benchmarking: only garrytan--gbrain-evals — needs alternatives for comparison
Time-Series Metrics Storage: only influxdata--influxdb — needs alternatives for comparison
Agile AI Development Framework: only bmad-code-org--BMAD-METHOD — needs alternatives for comparison
Code Knowledge Graph: only tirth8205--code-review-graph — needs alternatives for comparison
Multi-Agent Fleet Monitoring: only NorthwoodsSentinel--brook — needs alternatives for comparison
AI-Human Practice Framework: only malteristo--magic — needs alternatives for comparison
Autonomous ML Research: only karpathy--autoresearch — needs alternatives for comparison
Public API Directory: only public-apis--public-apis — needs alternatives for comparison
AI Research Agent CLI: only companion-inc--feynman — needs alternatives for comparison
LLM Evaluation Framework: only mattpocock--evalite — needs alternatives for comparison
macOS System Maintenance CLI: only tw93--Mole — needs alternatives for comparison
Programming Tutorial Catalog: only codecrafters-io--build-your-own-x — needs alternatives for comparison
none: only codecrafters-io--build-your-own-x — needs alternatives for comparison
Agent Work Documentation: only simonw--showboat — needs alternatives for comparison
Self-Hosted AI Practice Partner: only malteristo--turtleos — needs alternatives for comparison
Steganography & Steganalysis Tooling: only elder-plinius--ST3GG — needs alternatives for comparison
Personal AI Assistant: only vellum-ai--vellum-assistant — needs alternatives for comparison
AI Agent Paper Curation: only VoltAgent--awesome-ai-agent-papers — needs alternatives for comparison
LLM-Ready Web Crawling: only unclecode--crawl4ai — needs alternatives for comparison
AI Agent Data Pipeline: only unclecode--crawl4ai — needs alternatives for comparison
LLM Hyperparameter Optimization: only geeknik--HyperTune — needs alternatives for comparison
Full-Stack Cloud Deployment: only anomalyco--sst — needs alternatives for comparison
AI Agent Engineering Principles: only humanlayer--12-factor-agents — needs alternatives for comparison
Generative Color Tooling: only meodai--rampensau — needs alternatives for comparison
LLM Prompt Composition: only jkomoros--prompt-garden — needs alternatives for comparison
Project-Based Learning Catalog: only practical-tutorials--project-based-learning — needs alternatives for comparison
Developer Education Reference: only practical-tutorials--project-based-learning — needs alternatives for comparison
HTML-to-Video Rendering: only heygen-com--hyperframes — needs alternatives for comparison
Decentralized Trust Protocol: only NorthwoodsSentinel--meridian-protocol — needs alternatives for comparison
LLM App Templates: only Shubhamsaboo--awesome-llm-apps — needs alternatives for comparison
Markdown Parsing Engine: only jonschlinkert--remarkable — needs alternatives for comparison
Personal AI Desktop Agent: only tinyhumansai--openhuman — needs alternatives for comparison
Autonomous Financial Research: only virattt--dexter — needs alternatives for comparison
MCP Browser DevTools: only ChromeDevTools--chrome-devtools-mcp — needs alternatives for comparison
PII Scrubbing and Pseudonymization: only NorthwoodsSentinel--pii-scrub — needs alternatives for comparison
AI Data Preprocessing: only NorthwoodsSentinel--pii-scrub — needs alternatives for comparison
Google Workspace CLI: only openclaw--gogcli — needs alternatives for comparison
Latent World Models: only lucas-maes--le-wm — needs alternatives for comparison
SQLite Data Explorer: only simonw--datasette — needs alternatives for comparison
Automatic API Generation: only simonw--datasette — needs alternatives for comparison
Discord History Archiving: only openclaw--discrawl — needs alternatives for comparison
AI Agent CLI Generation: only mvanhorn--cli-printing-press — needs alternatives for comparison
Project Task Runner: only casey--just — needs alternatives for comparison
Developer Workflow Automation: only casey--just — needs alternatives for comparison
Multi-Agent Financial Trading: only TauricResearch--TradingAgents — needs alternatives for comparison
Agent-Optimized CLI Catalog: only mvanhorn--printing-press-library — needs alternatives for comparison

Trend Signals

Trend analysis unavailable this run.

High-Confidence Picks (INTEGRATE verdict)

Repo	Category	Standalone	Verdict	PAI Fit
simonw--showboat	Agent Work Documentation	19/24	INTEGRATE	0.88
vellum-ai--vellum-assistant	Personal AI Assistant	19/24	INTEGRATE	0.75
unclecode--crawl4ai	LLM-Ready Web Crawling	17/24	INTEGRATE	0.88
Shubhamsaboo--awesome-llm-apps	LLM App Templates	15/24	INTEGRATE	0.75
tinyhumansai--openhuman	Personal AI Desktop Agent	20/24	INTEGRATE	0.63
ChromeDevTools--chrome-devtools-mcp	MCP Browser DevTools	23/24	INTEGRATE	0.88
simonw--datasette	SQLite Data Explorer	20/24	INTEGRATE	0.63
casey--just	Project Task Runner	21/24	INTEGRATE	0.5

Landscape Summary

Categories

Personal AI Memory

Multi-Agent Orchestration

AI Agent Engineering

AI Agent Browser Control

AI Coding Agent Skills

Personal Knowledge Retrieval Benchmarking

Time-Series Metrics Storage

Agile AI Development Framework

Code Knowledge Graph

Multi-Agent Fleet Monitoring

AI-Human Practice Framework

Autonomous ML Research

Public API Directory

AI Research Agent CLI

LLM Evaluation Framework

macOS System Maintenance CLI

Programming Tutorial Catalog

none

Agent Work Documentation

Self-Hosted AI Practice Partner

Steganography & Steganalysis Tooling

Personal AI Assistant

AI Agent Paper Curation

LLM-Ready Web Crawling

AI Agent Data Pipeline

LLM Hyperparameter Optimization

Full-Stack Cloud Deployment

AI Agent Engineering Principles

Generative Color Tooling

LLM Prompt Composition

Project-Based Learning Catalog

Developer Education Reference

HTML-to-Video Rendering

Decentralized Trust Protocol

LLM App Templates

Markdown Parsing Engine

Personal AI Desktop Agent

Autonomous Financial Research

MCP Browser DevTools

PII Scrubbing and Pseudonymization

AI Data Preprocessing

Google Workspace CLI

Latent World Models

SQLite Data Explorer

Automatic API Generation

Discord History Archiving

AI Agent CLI Generation

Project Task Runner

Developer Workflow Automation

Multi-Agent Financial Trading

Agent-Optimized CLI Catalog

Overlap Clusters

Gaps

Trend Signals

High-Confidence Picks (INTEGRATE verdict)