Knowledge Heatmap

Knowledge Heatmap is a local-first Obsidian plugin that turns note-maintenance signals into an understandable dashboard. It highlights notes and folders that may need review without changing note content or deciding whether an idea is valuable.

The dashboard answers three practical questions:

Every result includes the factor contributions, a plain-language explanation, and one suggested maintenance action.

Features

• Health overview with healthy, stale, and forgotten categories.
• Attention-first note and folder lists.
• Search and category filters.
• Per-note scoring breakdowns and suggested next steps.
• Configurable recency, link, word-count, grace-period, exclusion, and refresh settings.
• Debounced updates after Markdown file and link changes.
• Incremental analysis with cancellation, caching, and bounded rendering for large vaults.
• Light, dark, narrow-window, keyboard, and mobile-compatible layouts.
• Read-only, local processing with no account, telemetry, advertising, or network requests.

Installation

Community plugin directory

After the plugin is accepted into the Obsidian community directory:

1. Open Settings → Community plugins.
2. Select Browse and search for Knowledge Heatmap.
3. Install the plugin, then enable it.

Manual installation

1. Download main.js, manifest.json, and styles.css from the matching GitHub release.
2. Create <vault>/.obsidian/plugins/knowledge-heatmap/.
3. Copy the three files into that folder.
4. Reload Obsidian, then enable Knowledge Heatmap under Settings → Community plugins.

The release tag and the version in manifest.json must match exactly.

Usage

Open the dashboard from the activity ribbon or run Knowledge Heatmap: Open dashboard from the command palette.

Start with the folders needing attention, then select a note to see:

• its score and category;
• how age, links, and word count contributed;
• a concrete maintenance suggestion; and
• a button that opens the note without modifying it.

Use Refresh to recalculate immediately. When automatic refresh is enabled, file and metadata changes are collected for the configured delay before an open dashboard recalculates.

Scoring

The default score is deterministic for the same note metadata, content, settings, and analysis time.

• Recency (60 points): full credit through 90 days, then a linear decline to zero at 365 days.
• Connections (25 points): proportional credit up to six combined incoming and outgoing resolved links.
• Substance (15 points): proportional credit up to 400 words. YAML frontmatter is not counted.
• New-note grace (up to 10 points): temporary support during the first seven days, capped so it cannot push the base score beyond the healthy threshold by more than needed.

Categories use the final rounded score:

• Healthy: 70–100
• Stale: 40–69
• Forgotten: 0–39

These labels describe maintenance signals, not importance, accuracy, or writing quality. A deliberately stable reference note may need no action even when its score is low.

Settings

• Automatic refresh: recalculate open dashboards after relevant changes.
• Refresh delay: debounce bursts of file and link events.
• Full-recency period: age through which a note receives all recency points.
• Zero-recency age: age at which recency contributes no points.
• Connection target: links required for all connection points.
• Substance target: words required for all substance points.
• New-note grace period: temporary points for newly created notes.
• Excluded folders: one vault-relative path per line; descendants are excluded too.

Privacy and security

Knowledge Heatmap reads Markdown files through Obsidian's Vault API and uses Obsidian's local metadata cache for links. Processing stays on the device.

The plugin does not:

• send vault contents or diagnostics over the network;
• collect telemetry;
• require an account or API key;
• read files outside the vault;
• modify or delete notes;
• install or update itself; or
• load remote code.

See SECURITY.md for vulnerability reporting.

Compatibility

• Minimum Obsidian version: 1.5.12
• Desktop: supported
• Mobile: supported (isDesktopOnly: false)

The release was exercised on Obsidian 1.13.4 on macOS and with Obsidian's desktop mobile emulation. Physical iOS and Android testing remains advisable because device memory and WebView behavior vary.

Known limitations

• File modification times can change after sync, restore, or external file operations, which can affect recency scores.
• Only Markdown files are analyzed.
• Link scores use Obsidian's resolved link metadata; unresolved text that resembles a link does not count.
• A full recalculation still visits each included Markdown file, although unchanged content metrics are cached and work is yielded in batches.
• Suggested actions are recommendations only; the plugin never edits a note on the user's behalf.

Development

Node.js 20 or newer and npm are required.

npm ci
npm run validate

Useful commands:

npm run dev
npm run lint
npm run typecheck
npm run test
npm run build
npm run generate:test-vault
npm run install:test-vault
npm run benchmark

The test-vault scripts use the knowledge-heatmap-test-vault directory next to the repository and refuse to replace an existing unmarked directory. They generate synthetic content only; do not point them at a real vault.

Contribution guidance is in CONTRIBUTING.md. For bugs or feature requests, use the GitHub issue tracker without attaching private vault content.

License

MIT © 2026 Alexandre CharByte