Wiki Update — Sync Any Project to Your Wiki

You are distilling knowledge from the current project into the user's Obsidian wiki. This skill works from any project directory, not just the llm-wiki repo.

Before You Start

1. Resolve config — follow the Config Resolution Protocol in llm-wiki/SKILL.md (inline @name override → walk up CWD for .env → ~/.llm-wiki/config → prompt setup). This gives OBSIDIAN_VAULT_PATH, LLM_WIKI_REPO, OBSIDIAN_LINK_FORMAT (wikilink default or markdown), and optional QMD settings such as QMD_WIKI_COLLECTION. Works from any project directory.
2. Read $OBSIDIAN_VAULT_PATH/.manifest.json to check if this project has been synced before.
3. Read $OBSIDIAN_VAULT_PATH/index.md to know what the wiki already contains.

When writing internal links in Steps 4–5, apply the link format from llm-wiki/SKILL.md (Link Format section) using the OBSIDIAN_LINK_FORMAT value.

Step 1: Understand the Project

Figure out what this project is by scanning the current working directory:

• README.md, docs/, any markdown files
• Source structure (frameworks, languages, key abstractions)
• package.json, pyproject.toml, go.mod, Cargo.toml or whatever defines the project
• Git log (focus on commit messages that signal decisions, not "fix typo" stuff)
• Claude memory files if they exist (.claude/ in the project)

Derive a clean project name from the directory name.

Step 2: Compute the Delta

Check .manifest.json for this project:

• First time? Full scan. Everything is new.
• Synced before? Look at last_commit_synced. Before computing the delta, verify the stored SHA is still reachable:

  git merge-base --is-ancestor <last_commit_synced> HEAD

  • Exit 0 (ancestor): Safe. Run git log <last_commit_synced>..HEAD --oneline to see what changed.
  • Exit 1 (not an ancestor — rebase or force-push occurred): The stored SHA is no longer in this branch's history. Warn the user: "Stored commit <sha> is no longer reachable — branch may have been rebased or force-pushed. Falling back to full scan." Then treat as first-time sync: re-scan everything and update last_commit_synced to the current HEAD SHA at the end of Step 6.

If nothing meaningful changed since last sync, tell the user and stop.

Step 3: Decide What to Distill

This is the core question from Karpathy's pattern: what would you want to know about this project if you came back in 3 months with zero context?

Worth distilling:

• Architecture decisions and why they were made
• Patterns discovered while building (things you'd Google again otherwise)
• What tools, services, APIs the project depends on and how they're wired together
• Key abstractions, how they connect, what the mental model is
• Trade-offs that were evaluated, what was picked and why
• Things learned while building that aren't obvious from reading the code

Not worth distilling:

• File listings, boilerplate, config that's obvious
• Individual bug fixes with no broader lesson
• Dependency versions, lock file contents
• Implementation details the code already says clearly
• Routine changes anyone could read from the diff

The heuristic: if reading the codebase answers the question, don't wiki it. If you'd have to re-derive the reasoning by reading git blame across 20 commits, wiki it.

Step 4: Distill into Wiki Pages

Read the vault's CATEGORIES table first (AGENTS.md, or llm-wiki layout --json): pages go only in the folders it lists. The folder names below are the standard vault's.

Project-specific knowledge

When the vault has a folder with the project role (projects/ by default), project knowledge goes under $VAULT/projects/<project-name>/, in subfolders named after the vault's category folders:

projects/<project-name>/
├── <project-name>.md          ← project overview (named after the project, NOT _project.md)
├── concepts/                  ← project-specific ideas, architectures, how-tos
└── references/                ← project-specific source summaries

The overview page (<project-name>.md) should have:

• What the project is (one paragraph)
• Key concepts and how they connect
• Links to project-specific and global wiki pages

When the vault has no project folder, file project knowledge in the global folders below and add project: <project-name> to each page's frontmatter. Don't create a projects/ folder the table doesn't list (law 3).

Global knowledge

Things that aren't project-specific go in the global categories — the folder with each role:

A role no row claims falls to the catch-all (last) row.

Page format

Every page needs YAML frontmatter:

---
title: >-
    Page Title
category: concepts
tags: [tag1, tag2]
sources: [projects/<project-name>]
summary: >-
    One or two sentences (≤200 chars) describing what this page covers.
provenance:
  extracted: 0.6
  inferred: 0.35
  ambiguous: 0.05
base_confidence: 0.59
lifecycle: draft
lifecycle_changed: TIMESTAMP_DATE
created: TIMESTAMP
updated: TIMESTAMP
---

Use folded scalar syntax (summary: >-) for title and summary to keep frontmatter parser-safe across punctuation (:, #, quotes) without escaping rules.
Keep the title and summary contents indented by two spaces under summary: >-.

# Page Title

- A fact the codebase or a doc actually states.
- A reason the design works this way. ^[inferred]

Use [[wikilinks]] to connect to other pages.

Write a summary: frontmatter field on every new/updated page (1–2 sentences, ≤200 chars), using >- folded style. For project sync, a good summary answers "what does this page tell me about the project I wouldn't guess from its title?" This field powers cheap retrieval by wiki-query.

Apply provenance markers per llm-wiki (Provenance Markers section). For project sync specifically:

• Extracted — anything visible in the code, config, or a doc/commit message: file structure, dependencies, function signatures, what a file does.
• Inferred — why a decision was made, design rationale, trade-offs, "the team chose X because Y" — unless a commit message, doc, or ADR states it explicitly.
• Ambiguous — when the code and docs disagree, or when there's clearly an in-progress migration with two patterns living side by side.

Compute the rough fractions and write the provenance: block on every new/updated page.

Updating vs creating

• If a page already exists in the vault, merge new information into it. Don't create duplicates.
• If you're adding to an existing page, update the updated timestamp and add the new source.
• Check index.md to see what's already there before creating anything new.

Step 5: Cross-link

After creating/updating pages:

• Add [[wikilinks]] from new pages to existing related pages
• Add [[wikilinks]] from existing pages back to the new ones where relevant
• Link the project overview to all project-specific pages and relevant global pages

Step 6: Update Tracking

Update .manifest.json

Add or update this project's entry:

{
  "projects": {
    "<project-name>": {
      "source_cwd": "/absolute/path/to/project",
      "last_synced": "TIMESTAMP",
      "last_commit_synced": "abc123f",
      "pages_in_vault": ["projects/<project-name>/<project-name>.md", "..."]
    }
  }
}

Update index.md

Add entries for any new pages created.

Update log.md

Append:

- [TIMESTAMP] WIKI_UPDATE project=<project-name> pages_updated=X pages_created=Y source_cwd=/path/to/project

Update hot.md

Read $OBSIDIAN_VAULT_PATH/hot.md (create from the template in wiki-ingest if missing). Rewrite Recent Activity with what was just synced — last 3 operations max. Update Active Threads if this project is an ongoing focus. Update Key Takeaways with the most important architectural insight or decision surfaced during this sync. Update updated timestamp.

Write conceptually: "Synced llm-wiki — added wiki-capture and wiki-research skills, core new capabilities are autonomous web research and conversation capture."

Step 7: Refresh QMD Wiki Index (optional)

GUARD: If $QMD_WIKI_COLLECTION is unset — the default — skip this step. The vault is the source of truth; QMD is only an index over it.

When it is set, read llm-wiki/references/qmd.md and follow the Refresh section. Run it only for pages this update actually wrote — a source skipped on an unchanged manifest hash has nothing to re-index.

Tips

• Be aggressive about merging. If the project uses React Server Components, don't create a new page if concepts/react-server-components.md already exists. Update the existing one and add this project as a source.
• Consult the tag taxonomy. Read $VAULT/_meta/taxonomy.md if it exists, and use canonical tags.
• Don't copy code. Distill the knowledge, not the implementation. "This project uses a debounced search pattern with 300ms delay" is useful. Pasting the actual debounce function is not.
• Project overview is the anchor. The <project-name>.md file is what you'd read to get oriented. Make it good.