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Clean, pure, idiomatic Python CLI for managing a semantic LLM wiki

Project description

Wiki CLI (wazootech-wiki)

PyPI version npm version CI Status License: MIT

Wiki CLI is the semantic knowledge toolchain for Markdown vaults: validate structure, infer over RDF, query with SPARQL, and publish static sites or serializations. It is a vault compiler — not a note app, editor, CMS, or auth layer. Keep writing in Obsidian, an LLM wiki workflow, or any Markdown editor; wiki is the machine layer that makes that content trustworthy, queryable, and publishable.

Repository: github.com/wazootech/wiki. CLI command: wiki. Install via pip or npm.

Starter template: github.com/wazootech/wiki-example (GitHub Use this template).

Architecture

flowchart LR
  subgraph authoring [Authoring surface]
    Obsidian[Obsidian]
    LLMwiki[LLM wiki / agents]
    Editor[Any Markdown editor]
  end
  subgraph toolchain [Wiki CLI semantic layer]
    Check[check / lint / fmt]
    Graph[RDF graph + SHACL + OWL-RL]
    Query[query / render / export]
    Publish[build / serve]
  end
  subgraph output [Outputs]
    Site[Static HTML]
    RDF[JSON-LD / Turtle]
    SPARQL[Read-only SPARQL endpoint]
  end
  authoring -->|"Markdown vault"| toolchain
  toolchain --> output

Humans and agents author Markdown; wiki compiles the vault into an RDF graph, runs integrity and convention checks, answers SPARQL, and emits HTML or RDF serializations.

Works with Obsidian and LLM wikis

Wiki CLI is interop-first: a sidecar semantic layer that watches or ingests an existing vault without owning the editor.

  • Obsidian — run wiki check, wiki render, or wiki serve from your vault root via Shell Commands. See Obsidian integration.
  • LLM wikis — agents compile unstructured notes into linked Markdown; wiki validates and queries that codebase. See LLM Wiki.
  • Adoption pathwiki initwiki checkwiki serve (add lint, query, and build as you need them).

Canonical docs home: Wiki CLI in the docs vault.

Key features

Three beats, one toolchain:

Beat Commands What you get
Trust check, lint, fmt SHACL integrity, vault conventions, mechanical Markdown layout
Intelligence query, render, export OWL-RL inference, inline SPARQL tables, JSON-LD and RDF serializations
Publish build, serve, link Static HTML with infoboxes and metadata pane, local preview, optional read-only SPARQL endpoint, wikilink hygiene

Also: init scaffolds wiki.yaml; wiki query --pretty renders Rich tables in the terminal; YAML/JSON frontmatter and HTML microdata map into the same RDF graph; per-page layouts via wazoo:layout.

Ecosystem templates

Template Purpose
wiki-example Starter vault — use GitHub Use this template
wiki-sparql-sandbox (Pages demo) YASGUI demo against exported Turtle or a live wiki serve endpoint
Next.js viewer (#15), Obsidian + Quartz (#16), Mintlify/Holocron (#31) Planned template repos — not in this release

Installation

From PyPI

pip install wazootech-wiki

Then verify the CLI is installed:

wiki --help

On Windows, if wiki --help is missing newer subcommands that do work with python -m wiki, check which launcher PATH is using:

Get-Command wiki
where.exe wiki
python -m wiki --help

Multiple wiki.exe shims can coexist across Python installs. If PATH is preferring a stale launcher, run python -m wiki upgrade -y with the intended Python environment and remove or refresh the older wiki.exe.

From npm

npm install -g wazootech-wiki

This installs the wiki command globally via npm. The npm package automatically creates a private Python virtual environment and installs the matching PyPI version of wazootech-wiki as the engine. Python 3.12 or newer is required.

Zero-install (no install required):

npx wazootech-wiki --help
uvx wazootech-wiki --help

From within this repo (editable)

# Using uv (fastest)
uv pip install -e .

# Using standard pip
pip install -e .

Global install (use from any directory)

# From the repo root
uv pip install -e /path/to/wiki

Once installed globally, the wiki command is available in any directory that has a wiki.yaml configuration file. You can also point to a config explicitly with -c <path>.

Local development

Use this repo's docs wiki as the main contributor sandbox.

# Install the project in editable mode
uv pip install -e .

# Run the docs wiki integrity checks from the repo root
wiki -c docs/wiki.yaml check
wiki -c docs/wiki.yaml lint

# Start the docs wiki local preview with auto-reload
python -m wiki -c docs/wiki.yaml serve --watch

serve --watch rebuilds when files under vault.inputs and vault.assets change. It does not hot-reload Python changes in src/wiki/ — restart the server after editing CLI code (even when using python -m wiki).

Suggested contributor loop:

  • Edit files under docs/wiki/.
  • Use python -m wiki -c docs/wiki.yaml serve --watch for the main live-preview workflow (restart after CLI changes).
  • Run wiki -c docs/wiki.yaml check --strict -v and wiki -c docs/wiki.yaml lint --strict -v before landing documentation changes.
  • Use wiki render --cache or wiki build --render --cache when you want faster repeated one-shot SPARQL runs across fresh shells.

Quickstart

mkdir my-wiki
cd my-wiki

# Interactive scaffold: creates wiki.yaml and wiki/ starter files
wiki init

# Also initialize a Git repository explicitly
wiki init --git

# Run integrity checks (silent on success)
wiki check

# Run convention audits (silent on success)
wiki lint

# Start a local server (default: http://127.0.0.1:8080/wiki/)
wiki serve

Subcommand guide

check

Run integrity validations: strict SHACL schema validation, route safety, output collisions, and layout frontmatter. Under the "silence is golden" philosophy, check exits silently with code 0 on success.

wiki check
wiki check wiki/Gregory_Davidson.md
wiki check -v
wiki check --strict

Single-file mode runs SHACL validation for that document only. Broken links and other conventions are wiki lint.

lint

Run convention audits: broken links, filename pattern, heading style (ATX # only, sentence-case H2+), and link style.

wiki lint
wiki lint wiki/Gregory_Davidson.md
wiki lint -v
wiki lint --strict

Use vault.filename_pattern for the regex (matched against the full .md filename). Set severity under lint::

vault:
  filename_pattern: "[A-Za-z0-9_()-]+\\.md"
lint:
  broken_links: warning
  filename_pattern: warning
  headings: off
  link_style: warning
link:
  style: markdown

Wikipedia-style names (for example Gregory_Davidson.md, Wiki_CLI.md) are the recommended default. Lowercase kebab-case is optional — only use it if you configure a matching pattern (for example [a-z0-9-]+\\.md). Build-safety rules, such as rejecting spaces and unsafe URL characters in page paths, are always enforced separately in wiki check.

link

Suggest missing wikilinks for plain-text page mentions, or repair unambiguous broken internal links. Report-only by default.

wiki link
wiki link wiki/Some_Page.md
wiki link -v
wiki link --check
wiki link --dry-run --apply
wiki link --apply
wiki link --fix-broken

wiki lint reports broken links (lint.broken_links). wiki link enriches prose with new internal links (--apply) or fixes typos and renames when the target is unique (--fix-broken). --apply uses link.style in wiki.yaml (markdown inserts [text](Page.md); wikilink inserts [[Page|text]]). lint.link_style flags wikilinks in body prose when link.style is markdown. Optional link.renames maps old slugs to new routes for renames.

query

Execute any SPARQL SELECT or CONSTRUCT query against the loaded and reasoning-expanded RDF graph. The graph is built once per process and reused across queries in the same run (see Graph cache under render). Use --cache to persist a warm graph under .wiki/cache/ for reuse across new CLI processes.

# Execute direct query string and output as ASCII table
wiki query "SELECT ?s ?p ?o WHERE { ?s ?p ?o } LIMIT 10"

# Query and output as Turtle (for CONSTRUCT queries)
wiki query "CONSTRUCT { ?s ?p ?o } WHERE { ?s ?p ?o }" -f turtle

# Run query from stdin and write results to a file
cat my_query.sparql | wiki query -f markdown -o results.md

# Extract specific fields from JSON output (automatically selects -f json)
wiki query "SELECT ?given WHERE { ?s schema:givenName ?given }" --jq 'results.bindings[].given.value'

# Rebuild the in-memory graph before querying (same process only)
wiki query "SELECT ?given ?family WHERE { ?s schema:givenName ?given ; schema:familyName ?family }" --reload

# Persist a warm graph for reuse across new CLI processes
wiki query --cache "SELECT ?given ?family WHERE { ?s schema:givenName ?given ; schema:familyName ?family }"

# Pretty-print SELECT results as a Rich table (terminal only)
wiki query --pretty "SELECT ?given ?family WHERE { ?s schema:givenName ?given ; schema:familyName ?family }"

Inspect one document in the terminal

Use --pretty with a subject-focused SELECT to peek at frontmatter triples. This does not render markdown body or typed infobox layout — use serve for full page preview.

# Pretty-print all triples for a subject
wiki query --pretty "SELECT ?property ?value WHERE {
  wiki:Gregory_Davidson ?property ?value .
}"

--pretty requires the default -f table format, writes to stdout only (no -o or --jq), and supports SELECT queries only.

render

Identify embedded SPARQL blocks in your markdown files, run their queries against the reasoning-expanded RDF graph, and replace the outputs inline. Under the "silence is golden" Unix philosophy, this command exits silently with code 0 upon success.

Each wiki render run builds the RDF graph once, then evaluates every SPARQL block in scope against that same graph (all markdown files with blocks, or only the FILE paths you pass).

# Render all SPARQL blocks in the vault
wiki render

# Rebuild the in-memory graph before rendering (same process only)
wiki render --reload

# Render with verbose summary output
wiki render -v

# Persist a warm graph for reuse across repeated one-shot renders
wiki render --cache

# Check if any stale blocks need updating (non-zero exit on stale)
wiki render --check

# Render a single file during an edit loop
wiki render wiki/people/Gregory_Davidson.md

# Render specific markdown files (shell glob expands to multiple FILE args)
wiki render wiki/people/*.md

# Skip OWL-RL during editing when queries use asserted triples only
wiki render --no-inference

Graph cache: By default, the vault graph (including OWL-RL when inference is on) is built once per process and reused for every SPARQL query and render pass in that run, so you do not reload the graph for each block or subcommand. A new shell still starts cold unless you opt into --cache, which persists the current graph under .wiki/cache/ and reuses it across one-shot query, render, and build --render invocations when the vault fingerprint still matches. Use wiki serve --watch for a long-lived process that rebuilds the graph and SPARQL output when files under vault.inputs or vault.assets change (not when CLI source code changes).

Disk-cache tradeoffs: --cache speeds up repeated one-shot commands on unchanged vaults, but it adds .wiki/cache/ artifacts and still invalidates on vault or config changes. --reload rebuilds from source and refreshes the current cache entry.

An embedded SPARQL block is defined in your markdown files like this:

<!-- sparql:start -->
```sparql
SELECT ?given ?family ?email WHERE {
  ?person a schema:Person ;
          schema:givenName ?given ;
          schema:familyName ?family ;
          schema:email ?email .
}
```

| given | family | email |
| --- | --- | --- |
| Gregory | Davidson | gregory@example.com |
<!-- sparql:end -->

build

Generate a static HTML site from your wiki markdown files for deployment to GitHub Pages or any static host.

# Build site (default: clean directory URLs)
wiki build

# Build with explicit .html URLs instead
wiki build --site-url-style file

# Build to a custom directory with verbose output
wiki build --output-dir docs -v

# Build for a project site under /my-wiki/
wiki build --site-base-url /my-wiki --output-dir _site

# Build with pages at root level (no prefix)
wiki build --site-base-url '' --output-dir docs

# Automatically update all dynamic SPARQL blocks in source files before building
wiki build --render

# Rebuild the in-memory graph before rendering SPARQL blocks (same process only)
wiki build --render --reload

# Persist a warm graph for reuse across repeated build --render runs
wiki build --render --cache

# Skip pre-build integrity and lint checks
wiki build --no-check

The --site-url-style flag controls how pages are written to disk and linked:

  • dir (default): _site/wiki/alice/index.html on disk, clean /wiki/alice/ in links
  • file: _site/wiki/alice.html on disk, .html in generated links

The --site-base-url flag controls the URL prefix for wiki pages. Default is /wiki, so pages are accessible at /wiki/{PageStem}/. Set it to an empty string for root-level URLs. GitHub Pages paths are case-sensitive.

Output structure (default --site-base-url /wiki + --site-url-style dir):

_site/
+-- wiki/
    +-- index.html                  # Wiki index at /wiki/
    +-- Alice/
    ¦   +-- index.html              # Page at /wiki/Alice/
    +-- Pokemon_Diamond_(copy_1)/
        +-- index.html              # Page at /wiki/Pokemon_Diamond_(copy_1)/

With --site-url-style file:

_site/
+-- wiki/
    +-- index.html                  # Wiki index at /wiki/
    +-- Alice.html                  # Page at /wiki/Alice.html
    +-- Pokemon_Diamond_(copy_1).html

With --site-base-url /my-wiki + --site-url-style dir:

_site/
+-- my-wiki/
    +-- index.html                  # Wiki index at /my-wiki/
    +-- alice/
    ¦   +-- index.html              # Page at /my-wiki/alice/
    +-- ...

Page URLs are derived from the source path under vault.inputs, minus .md, with case preserved. Folders are preserved. index.md maps to its containing folder route, so wiki/index.md owns /wiki/ and wiki/games/index.md owns /wiki/games/. For ordinary pages, the default examples use Wikipedia-style filenames such as Gregory_Davidson.md and Pokemon_Diamond.md. Headings do not create separate pages; they receive GitHub-compatible fragment IDs such as #release-history.

wiki build runs wiki check and wiki lint before cleaning output unless --no-check is passed. If checks fail, the previous output is left untouched. Once checks pass, the owned output path is treated as disposable build output and rebuilt.

Static assets can be published from configured asset directories:

vault:
  assets:
    - assets
  exclude:
    - assets/private/**

Asset directories are relative to the config file and copied under the base URL preserving their configured path, e.g. assets/items/photo.jpg becomes /wiki/assets/items/photo.jpg.

Page layouts and infoboxes

The HTML builder distinguishes three concepts:

  • Site page layoutsite.layout in wiki.yaml (default layout for all pages, usually layouts/default.html)
  • Per-page layout — optional wazoo:layout frontmatter pointing at an HTML file path relative to the config root
  • Wiki article — any markdown route (for example wiki/Page_Layouts.md)

Set wazoo:layout to choose a different page layout for one page. Paths resolve like site.layout (relative to the directory containing wiki.yaml):

id: wiki:Gregory_Davidson
type: schema:Person
wazoo:layout: layouts/article.html
knows: wiki:Bella_Davidson
url: https://gregorydavidson.com

When wazoo:layout is omitted, the page uses site.layout. Layout files use the same {placeholder} contract ({infobox_html}, {page_content}, {layout_class}, and so on).

Any article with displayable frontmatter gets a sidebar infobox. Structural keys such as @context, @id, id, @type, and type are hidden from the infobox. Infobox values become links automatically when they reference another wiki page or an external URL.

In the built site:

  • wiki:Bella_Davidson links to the Bella_Davidson page when that page exists
  • https://gregorydavidson.com renders as an external link

wiki check errors on missing wazoo:layout files.

Metadata pane (RDF views)

Built and served HTML pages include a Metadata tab with a compact no-JavaScript format picker (CSS radio chips). The pane uses the same serialization path as wiki export:

  • JSON-LD (compacted, with @context)
  • Turtle, N3, RDF/XML, N-Triples, TriG, N-Quads

wiki build embeds all format views in each page. On wiki serve, set the initial chip with ?metadata_format=FORMAT (for example turtle or json-ld). Aliases such as ttl, rdf, and jsonld are accepted.

GitHub Pages deployment

Create .github/workflows/deploy-pages.yml in your wiki repository:

name: Deploy Wiki to Pages

on:
  push:
    branches: ["main"]
  workflow_dispatch:

permissions:
  contents: read
  pages: write
  id-token: write

concurrency:
  group: "pages"
  cancel-in-progress: false

jobs:
  deploy:
    environment:
      name: github-pages
      url: ${{ steps.deployment.outputs.page_url }}
    runs-on: ubuntu-latest
    steps:
      - name: Checkout Repository
        uses: actions/checkout@v4
      
      - name: Set up Python 3.12
        uses: actions/setup-python@v5
        with:
          python-version: "3.12"
      
      - name: Set up uv
        uses: astral-sh/setup-uv@v5
        with:
          enable-cache: true
      
      - name: Install Dependencies
        run: uv sync
      
      - name: Run Docs Wiki Integrity Audits
        run: uv run wiki -c docs/wiki.yaml check --strict -v

      - name: Run Docs Wiki Convention Audits
        run: uv run wiki -c docs/wiki.yaml lint --strict -v

      - name: Build Static Site
        run: uv run wiki -c docs/wiki.yaml build --output-dir _site --site-base-url /wiki

      - name: Upload Pages Artifact
        uses: actions/upload-pages-artifact@v3
        with:
          path: "_site/wiki"

      - name: Deploy to GitHub Pages
        id: deployment
        uses: actions/deploy-pages@v4

Then enable GitHub Pages > Source: GitHub Actions in your repo settings.

serve

Start a local development HTTP server that renders wiki markdown files as HTML (wikilinks, backlinks, ToC, infobox, and metadata pane included). Uses the same rendering engine as build but serves pages on-the-fly without writing files to disk.

# Default: http://127.0.0.1:8080/wiki/ (when site.base_url is /wiki)
wiki serve

# Custom host and port
wiki serve --host 0.0.0.0 --port 3000

# Watch vault files; rebuild graph, SPARQL blocks, and reload the browser on change
wiki serve --watch

# Editable install: run the in-repo package without reinstalling after pip/uv -e .
python -m wiki serve --watch

--watch polls vault.inputs and vault.assets only. Restart the server after changing Python code in the installed package. Set the metadata pane with ?metadata_format=FORMAT (for example turtle, ttl, or json-ld).

When sparql_service.enabled is true in wiki.yaml, wiki serve also exposes a read-only SPARQL endpoint (default path /api/sparql).

init

Interactively scaffold a new wiki workspace (wiki.yaml + starter wiki/ content) in the current directory.

wiki init

# Also initialize a Git repository explicitly
wiki init --git

export

Compile and export parsed Frontmatter blocks of documents in a supported RDF format.

When run without a file argument, exports all documents in the wiki directory.

Note: When using the default dict format or json-ld, each file's output is wrapped in a JSON object with name (the filename) and rdf (the content). For raw RDF formats (turtle, xml, n3, nt, trig, nquads), single-file export outputs raw serialized RDF directly (no JSON wrapper). Multi-file bulk export with raw formats still uses the JSON wrapper for structure.

# Export parsed frontmatter of the entire wiki as dict (default)
wiki export

# Export a single file
wiki export wiki/Gregory_Davidson.md

# Export as JSON-LD
wiki export wiki/rdf.md -f json-ld

# Export as compacted JSON-LD
wiki export wiki/rdf.md -f json-ld --mode compacted

# Export in other RDF formats (turtle, xml, n3, nt, trig, nquads)
wiki export wiki/rdf.md -f turtle

# Write to a file
wiki export -f json-ld -o wiki-export.json

Global options

These flags can be used on any subcommand:

Option Description
-c, --config <path> Path to wiki.yaml config file or directory containing one (default: .)
--vault-inputs <path> Override vault.inputs for this invocation (can be repeated)

Printing and piping

Following the Unix philosophy of pipes and filters, wiki works seamlessly with native system utilities. Outputs from query execution or document inspection can be easily formatted and spooled directly to your printer.

Unix/macOS

  • Format and Print a Document: Use pr to add headers, margins, and page numbers before sending to lp:
    cat wiki/Gregory_Davidson.md | pr -h "Gregory Document" | lp
    
  • Format and Print Query Results: Run a query and print its tabular results:
    wiki query "SELECT ?s ?p WHERE { ?s ?p ?o }" | pr -h "SPARQL Graph Query" | lp
    

Windows

  • Print a Document:
    Get-Content wiki/Gregory_Davidson.md | Out-Printer
    
  • Print Query Results:
    wiki query "SELECT ?s ?p WHERE { ?s ?p ?o }" | Out-Printer
    

Obsidian integration

While the Wiki CLI operates as a standalone tool, it pairs naturally with Obsidian. You can seamlessly trigger operations directly from within your vault using the Shell Commands community plugin.

Recommended workflows:

  • Check on save: Bind wiki check to execute whenever a file is modified to receive instant feedback on SHACL validations and formatting.
  • Trigger re-rendering: Map a hotkey or command palette item to wiki render to automatically update all dynamic SPARQL blocks in the vault.

Declarative modeling & full-text SPARQL

The Wiki CLI natively turns your folder of Markdown files into an active logical ontology and validation graph.

Defining OWL classes and SHACL shapes recursively in frontmatter

Because our frontmatter parser natively supports nested dictionary conversion to RDF blank nodes, you can define complete validation shapes and ontological classes inside any document's frontmatter:

# wiki/dog-shape.md
---
id: wiki:DogShape
type: sh:NodeShape
sh:targetClass: wiki:Dog
sh:property:
  sh:path: schema:name
  sh:datatype: xsd:string
  sh:minCount: 1
---

# Dog Shape
Requires that all `wiki:Dog` documents must declare a name.

Native microdata via HTML attributes

You are not limited to YAML headers! For rich semantic embedding directly inside your content flow, you can simply use standard HTML5 Microdata (itemscope, itemtype, itemprop) anywhere in your markdown body. The CLI parses the DOM tree via BeautifulSoup and injects assertions natively into the graph pool. Prefixed CURIEs in itemtype, itemid, itemprop, href, and src expand through the same context bindings as frontmatter (for example schema:Product, wiki:Gregory_Davidson).

# Product X Overview
Product X is state-of-the-art.

<div itemscope itemtype="schema:Product" itemid="wiki:Product_X">
  Our latest model is the <span itemprop="schema:name">Quantum Processor X</span>.
  
  <div itemprop="schema:offers" itemscope itemtype="schema:Offer">
    Price: <span itemprop="schema:price">999.99</span> 
    Currency: <meta itemprop="schema:priceCurrency" content="USD" />
  </div>
</div>

Decentralized OWL inference

Because the tool integrates a full owlrl engine over the entire wiki graph, you can scatter ontological rules across disparate markdown pages and the CLI will automatically compute the logical closure.

Define a class hierarchy inside a shape file:

# wiki/engineer-definition.md
---
id: wiki:Engineer
type: owl:Class
rdfs:subClassOf: schema:Person
---
# Engineer
An Engineer is a specialized subset of Person.

Declare an instance somewhere else:

# wiki/Gregory_Davidson.md
---
id: wiki:Gregory_Davidson
type: wiki:Engineer
name: Gregory Davidson
---

When you run queries, the reasoner automatically infers the implicit connection:

# This returns Gregory, even though his type is "Engineer", NOT "Person"!
SELECT ?given ?family WHERE {
  ?entity a schema:Person ;
          schema:givenName ?given ;
          schema:familyName ?family .
}

Opt-in full-text SPARQL over markdown content

By enabling graph.content_predicate in your wiki.yaml, the unstructured markdown body (everything after the frontmatter) is automatically loaded as a literal under your configured predicate (for example schema:articleBody for article vaults). This allows you to perform hybrid logical and full-text searches inside a single SPARQL query:

PREFIX schema: <https://schema.org/>

SELECT ?doc ?content WHERE {
  ?doc a schema:TechArticle ;
       schema:articleBody ?content .
  FILTER(CONTAINS(LCASE(?content), "swimming"))
}

Workspace configuration (Config)

The CLI automatically detects and loads configurations from wiki.yaml, wiki.yml, or wiki.json in your current working directory. Settings are grouped under vault, graph, site, and link blocks (see Wiki_Configuration).

# wiki.yaml
vault:
  inputs: [wiki]
  assets: [assets]
  filename_pattern: "[A-Za-z0-9_()-]+\\.md"

graph:
  content_predicate: schema:articleBody
  context:
    schema: https://schema.org/
    wiki: https://book.etok.me/wiki/

site:
  base_url: /wiki
  url_style: dir
  layout: layouts/default.html

link:
  style: markdown

lint:
  broken_links: warning
  filename_pattern: warning
  link_style: warning

sparql_service:
  enabled: false
  path: /api/sparql

Glossary and decisions

To understand the domain terminology (such as Wiki, Document, Context, Validation, and Shape), please refer to:

  • CONTEXT.md — Glossary and Domain Model mapping.

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