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Cadence: Agent Engineering Insights

Cadence: Agent Engineering Insights

Badru Siddique

|
7 installs
| (2) | Free
Local insights for AI coding assistants. Watch sessions, measure output, fix habits. No telemetry. Logs stay read-only.
Installation
Launch VS Code Quick Open (Ctrl+P), paste the following command, and press enter.
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Cadence

Local insights for Copilot, Claude Code, Codex, Cursor, and OpenCode inside VS Code and Cursor.

Cadence reads session logs already on your machine, shows habits worth fixing, and stays offline. It does not send telemetry or change your logs.

VS Marketplace License: MIT VS Code 1.125+ Local only Version 1.2.3

Cadence icon

  Observe  →  Measure  →  Improve  →  Level Up
  sessions    charts      signals     practice

Install

Marketplace (recommended)

  1. Open Extensions in VS Code or Cursor
  2. Search Cadence (publisher badrusiddique)
    or open the Marketplace listing
  3. Install, then Command Palette → Cadence: Open Overview
  4. If you have no local logs yet, turn on Settings → cadence.demoMode

VSIX from source

git clone https://github.com/badrusiddique/cadence.git
cd cadence
npm ci
npm run package
code --install-extension cadence-insights-1.2.3.vsix
# or: cursor --install-extension cadence-insights-1.2.3.vsix

Windows PowerShell blocking npm:

Set-ExecutionPolicy -Scope Process -ExecutionPolicy Bypass
# or use Command Prompt / npm.cmd

Browser preview (no extension)

npm ci
npm run preview

Open http://127.0.0.1:43127 for fixture data and the full dashboard.

Full walkthrough: docs/GETTING_STARTED.md

Features

Area What you get
Observe Dashboard, day-grouped timeline, coding moments
Measure Output charts, burndown estimates, patterns, curiosity, flow, hub
Improve Habit signals, Rule Studio, Signal Lab, skill finder, context health
Level Up Practice drills, achievements, lifecycle mix, shareable snapshot
Agents CLI, stdio MCP, @cadence chat, LM tools

Useful details:

  • Offline by default (no cloud coaching account)
  • Burndown is always available and labeled as estimates, not billing
  • One view across Cursor, Claude, Codex, Copilot, and OpenCode
  • Custom rules: Lab → Save draft → Approve → load

Everyday use

  1. Open Overview
  2. Filter with Current/All, date range, and harness
  3. Check Anti-Patterns; use Rule Studio for a custom signal if you want one
  4. Export Snapshot for a shareable weekly card
npm run cli -- doctor --json
npm run cli -- overview --demo --json
npm run cli -- habits --demo --json
npm run mcp
npm run setup:mcp

In-editor: @cadence /summary, /habits, /compare, /flow

Supported harnesses

Harness Typical path
VS Code / Copilot chat .../User/workspaceStorage/*/chatSessions
Cursor workspaceStorage + ~/.cursor/projects/**
Copilot CLI ~/.copilot/session-state
Claude Code ~/.claude/projects/**/*.jsonl
Codex CLI ~/.codex/sessions/**/*.jsonl
OpenCode ~/.local/share/opencode

Reads are read-only. Session files are never mutated.

Privacy

  • Local analysis only
  • Personal signals under ~/.cadence/signals need explicit Approve before they load
  • Lab predicates use a sandboxed parser (no eval / Function)
  • Defaults include offline webview CSP, RPC allowlist, ingest caps, optional export redaction
  • See SECURITY.md, docs/ENTERPRISE.md, docs/SIGNALS.md

Develop

npm ci
npm run check
npm run build
npm run preview
npm run package
Path Role
src/ingest/ Discover and parse harness logs (capped)
src/analyze/ Analytics for UI and LM tools
src/signals/ Habit SignalSpec engine and catalog
src/ui/ Preact dashboard
src/host/ Panel, RPC guard, chat, tools
src/cli/ · src/mcp/ Doctor, overview, MCP server

Docs

Doc Purpose
Getting started Install, first session, demo mode
Enterprise Org rollout and privacy controls
Signals Author habit rules
Marketplace Publish to VS Marketplace / Open VSX
Architecture How the pieces fit
QA vs AEC Comparison notes
NOTICE Prior art disclosure

Commands

  • Cadence: Open Overview
  • Cadence: Reload Sessions
  • Cadence: Export Snapshot
  • Cadence: Review Local Signals

License

MIT © Badru Siddique

Same problem space as Microsoft’s MIT-licensed AI Engineering Coach. See NOTICE. Not a fork.

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