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what is stunspots-guides fr?

stunspot/stunspots-guides — explained in plain English

Analysis updated 2026-05-18

6Audience · developerComplexity · 1/5LicenseSetup · easy

tl;dr

An index of 11 Markdown knowledge canons on subjects like AI systems, macroeconomics, and game theory, designed to be uploaded into AI assistants as project knowledge for richer domain reasoning.

vibe map

mindmap
  root((Stunspot Guides))
    What it is
      Index of 11 canons
      Model-facing knowledge
      CC BY 4.0 license
    Subject domains
      AI systems RAG agents
      Macroeconomics Game Theory
      Legal Automotive Culinary
    How to use
      Download compiled packs
      Upload to AI project
      Chat with model on topic
    File formats
      Compiled packs
      By-report sources
      Omnibus single bundle

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

what do people make with this?

VIBE 1

Upload the AI Systems compiled packs into Claude or GPT so the model can reason about RAG and agent design with domain depth.

VIBE 2

Use the Macroeconomics or Game Theory canons as background knowledge for an AI assistant helping with investment or strategy decisions.

VIBE 3

Ingest the Automotive Systems guide into a project knowledge base to improve an AI's vocabulary for vehicle diagnostics and repair.

what's the stack?

Markdown

how it stacks up fr

stunspot/stunspots-guidesabderazak-py/retro-homepageacoyfellow/zero-cloudflare-hello
Stars666
LanguageHTMLHTML
Setup difficultyeasyeasyeasy
Complexity1/52/52/5
Audiencedeveloperops devopsdeveloper

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · easy time til it works · 5min
Use, share, or build on these guides for any purpose as long as you credit the original author (CC BY 4.0).

in plain english

Stunspot's Guides is an index repository that links to 11 separate knowledge canons, each covering a different subject domain. The guides are written primarily for AI systems: the text is structured so that language models, RAG pipelines, and agent memory layers can ingest them and gain dense, domain-specific knowledge. Human readers can use them as field manuals, but the stated purpose is to give AI systems stable terminology, reasoning frameworks, and practical heuristics for a given topic. The 11 guides span a wide range of subjects, including AI systems design, macroeconomics, game theory, automotive systems, human behavioral neurobiology, business venture formulation, sales prospecting, legal reasoning, gastronomic engineering, semantics and semiotics, and investigative news intelligence. Each guide lives in its own GitHub repository and is organized into compiled knowledge packs, per-report source files, and an omnibus bundle for single-file import into long-context AI systems. The quickstart is simple: pick a subject, download three to five compiled packs from that guide's repository, upload them to an AI assistant's project knowledge base or paste them into a chat, then talk to the model about the topic. The index repository acts as a navigation hub with links to each guide's repo and a machine-readable manifest listing all available canons. This repo itself contains no code. It is pure documentation: a catalog, usage instructions, and a JSON manifest. The guides are licensed under Creative Commons Attribution 4.0, meaning you can use, share, or build on them as long as you credit the author. RAG stands for retrieval-augmented generation, a technique where an AI model draws on a provided knowledge base instead of relying solely on what it learned during training.

prompts (copy fr)

prompt 1
I've uploaded the Stunspot AI Systems compiled packs to my Claude project. Help me design a RAG ingestion pipeline using the terminology and frameworks from those guides.
prompt 2
Using the Stunspot Macroeconomics canon as background, explain how a central bank's tightening cycle affects credit availability for early-stage startups.
prompt 3
I want to use the Game Theory guide to analyze a pricing negotiation. What equilibrium concepts should I ask the AI to reason about?
prompt 4
Walk me through setting up a long-context Claude workspace using the omnibus bundle from the Business Venture Formulation guide.

Frequently asked questions

what is stunspots-guides fr?

An index of 11 Markdown knowledge canons on subjects like AI systems, macroeconomics, and game theory, designed to be uploaded into AI assistants as project knowledge for richer domain reasoning.

What license does stunspots-guides use?

Use, share, or build on these guides for any purpose as long as you credit the original author (CC BY 4.0).

How hard is stunspots-guides to set up?

Setup difficulty is rated easy, with roughly 5min to a first successful run.

Who is stunspots-guides for?

Mainly developer.

peek the repo → explain another one

This repo across BitVibe Labs

double-check against the repo, no cap.