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Stride Starter Vault (joshpocock/karpathy-obsidian-vault)

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Source: Joshpocock Karpathy Obsidian Vault

Repo: https://github.com/joshpocock/karpathy-obsidian-vault Stars: 9 Language: markdown-only

A minimal, ready-to-use Obsidian vault template implementing Karpathy’s LLM-maintained wiki pattern. Published by Stride AI Academy as a “hello world” starter — four operations, no frontmatter, no manifest, ships empty. Good reference point for what the pattern looks like stripped to its essentials.

Key Takeaways

  • Scope is deliberately minimal. Four operations only: Ingest, Research, Query, Lint. No provenance tracking, no contradiction callouts, no frontmatter, no manifest. Contrast with this vault’s 9 operations and 17-check lint.
  • Same four-layer architecture. raw/ (human inbox, immutable), ai-research/ (AI-discovered sources, immutable), wiki/ (LLM workspace), output/ (reports). Identical to this vault — confirms the layer separation is the pattern’s load-bearing structure, not a kalabar794-specific choice.
  • Ships empty. No pre-seeded topic folders. wiki/ contains only _master-index.md, log.md, and _examples/ at publish time. First compile creates the initial topic folders from whatever the user drops in raw/.
  • Flag-and-note contradiction handling. Rather than the [!contradiction] callout format this vault uses, Stride’s schema tells the LLM to update the article and note the conflict under ## Open Questions. Simpler but loses the structured both-claims preservation.
  • Same 500-article ceiling warning. README explicitly cites the ~500-article scale limit after which the index stops being a reliable retrieval layer. Matches this vault’s scale-awareness thresholds (50, 200, 500).
  • Distribution is video + community. Primary onboarding is Stride’s walkthrough video #0006; support routes to Skool communities (free + premium). The vault repo itself has an empty description and only 9 stars — it appears to be course material rather than a standalone product push.

Implementation

  • Tool/Service: Obsidian + Claude Code
  • Setup: Unzip template → “Open folder as vault” in Obsidian → run claude in the vault directory → drop source into raw/ → type compile
  • Cost: Free (template itself). Claude Code API costs apply per session.
  • Integration notes: Recommends four optional Obsidian plugins — Obsidian Web Clipper (one-click web→markdown into raw/), Local Images Plus (downloads referenced images locally so the model can see them), Dataview (dynamic tables over frontmatter), and qmd (CLI web-page-to-markdown converter). None are required; the pattern works with vanilla Obsidian.

What’s missing vs this vault

Features this vault adds that Stride’s starter does not include:

  • YAML frontmatter requirement with title, topic, sources, created, updated, confidence, provenance, type
  • .manifest.json delta-based incremental ingestion (sha256-keyed skip of unchanged files)
  • wiki/hot.md session continuity cache and settings (auto_research, auto_fileback)
  • wiki/overview.md (living narrative synthesis) and wiki/dashboard.md (Dataview health metrics)
  • wiki/questions.md query log with gap scoring per topic
  • wiki/watchlist.md URL monitoring + snapshot diffing
  • wiki/connections/ first-class cross-topic synthesis articles
  • wiki/{topic}/_research-agenda.md per-topic open questions
  • [!contradiction] structured callouts preserving both claims with resolution status
  • Provenance markers (^[inferred], ^[ambiguous]) and article-level provenance field
  • Confidence scoring with 90-day decay and Refresh operation for stale articles
  • Hallucination drift detection and file-back chain integrity during lint
  • Auto cross-link sweep after ingest and auto-connection generation (1 per 3+ article batch)
  • Auto-research on query miss and auto-file-back for substantial synthesis
  • Watch operation for monitored URL changes
  • Briefing operation for daily digest
  • 17 lint checks vs 7; 9 operations vs 4
  • Scale-awareness thresholds that trigger structural changes at 50, 200, 500 articles
  • Longitudinal output/health-history.json and auto-fix tier distinction

Open Questions

  • Does Stride publish a “v2” with any of the hardening features (frontmatter, manifest, contradiction callouts), or is minimalism a deliberate pedagogical choice?
  • How does the flag-in-Open-Questions contradiction approach hold up at scale compared to the [!contradiction] callout format?
  • What does Stride’s walkthrough video #0006 demonstrate beyond the README? (Not reviewed — video source not ingested.)

Try It

  1. Clone the repo (gh repo clone joshpocock/karpathy-obsidian-vault) and open as an Obsidian vault in a scratch directory to see the minimal starting state.
  2. Diff their CLAUDE.md against this vault’s — useful exercise for understanding which features are load-bearing vs nice-to-have when starting a new vault.
  3. Watch Stride video #0006 (https://youtu.be/VUnABqzrZQg) if evaluating their pedagogical approach — not yet reviewed for inclusion in this wiki.
  4. Consider recommending the Stride template to anyone new to the Karpathy pattern — the minimal surface area is a feature for first-time users who would be overwhelmed by this vault’s 17-check lint.

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