AI Memory Playbooks.
A file layer your agent actually reads — Obsidian vaults, CLAUDE.md schemas, HTML artifacts, LLM wikis — and a council of advisors that argues before it agrees. Stop re-explaining your project every session, and stop trusting a single yes-man model.
3 titles · 15 free guides
Build an AI Board of Advisors That Argues Back
Stop making pricing and hiring calls with a yes-man AI. Build an AI board of advisors: four roles that pressure-test the decision and return one honest verdict.
from: The LLM Council
AI Code Review with a Multi-Model Council
Make Codex, Claude, and Gemini argue over your diff and block on any single real bug. Build a multi-model AI code review council that catches what one misses.
from: The LLM Council
How to Build an LLM Council in Claude Code
Build a five-advisor LLM council as a Claude Code skill that runs five independent AI advisors on one decision, in one command, with no two-terminal setup.
from: The LLM Council
Build a Multi-Model AI Council with OpenRouter
Route one question to GPT, Claude, Gemini, and Grok through OpenRouter so no single vendor's blind spot decides your answer. The multi-model council build.
from: The LLM Council
How to Verify AI Claims with a Council
Fact-gate a claim with a four-check AI council that returns SUPPORTED, CONTRADICTED, or an honest UNVERIFIABLE. How to verify AI claims instead of trusting one.
from: The LLM Council
Build a Throwaway Claude Prompt Tuner in One Prompt
Build a claude prompt tuner as one HTML file: template with slot highlighting, three live-rendering examples, token counter. Thariq's verbatim prompt + fix.
from: Files Over Prompts
Ship HTML Artifacts on Every PR (Claude Code Pattern)
Html artifacts claude engineers attach to every PR. The verbatim Thariq prompt, three first-run failure modes, and the 20% surfaced first that beats markdown.
from: Files Over Prompts
How to Build Karpathy's LLM Wiki in 90 Minutes
The karpathy llm wiki is two folders and a schema file, not three folders. Build the real structure on disk in 90 minutes with the mkdir commands and 5 entries.
from: Files Over Prompts
LLM Wiki Maintenance: One Wrong Summary, 16 Errors
Llm wiki maintenance fails when one bad summary cascades. The 1 to 4 to 16 error pattern, the lint pass that cuts the tree, and the cost math at every scale.
from: Files Over Prompts
Five Claude Code Lifecycle Hooks for Your Obsidian Vault
Configure five Claude Code lifecycle hooks (SessionStart, UserPromptSubmit, PostToolUse, PreCompact, Stop) that load and re-inject vault context every prompt.
from: Claude Code + Obsidian: The AI Second Brain Playbook
How to Build a 5-Folder Obsidian Vault for Claude Code
Ship the Obsidian vault structure Claude Code uses as primary context: five folders, install commands, and the smoke test that proves the loop in 60 minutes.
from: Claude Code + Obsidian: The AI Second Brain Playbook
Three Claude Code Subagents for an Obsidian Vault
Three Claude Code subagents (brag-spotter, slack-archaeologist, cross-linker) for an Obsidian vault: isolated contexts, three Friday runs, fifteen minutes.
from: Claude Code + Obsidian: The AI Second Brain Playbook
The 7-Section CLAUDE.md Template for an Obsidian Vault
A CLAUDE.md Obsidian vault template that survives long sessions: identity, folder schema, active projects, decision log, anti-patterns, sized 80-150 lines.
from: Claude Code + Obsidian: The AI Second Brain Playbook
Local Semantic Search for an Obsidian Vault with Ollama
Set up obsidian semantic search with Ollama and obsidian-copilot in 20 minutes. Local embeddings, no data leaves your machine, three-tier retrieval ladder.
from: Claude Code + Obsidian: The AI Second Brain Playbook
