.← Back

But why??

Your day looks like this: plan a prompt, send it, wait, get distracted, come back, review, fix the issues, send another prompt. Repeat until you lose track of what you even shipped.

What if you planned all your prompts in the morning — with full project context and lessons from yesterday — then ran them in parallel while you did something else? And then reviewed everything in one sweep?

That's Conducty. A set of Cursor skills that turn the scattered prompt-wait-fix loop into a structured daily cycle: batch plan, execute in parallel, review and ship.

The daily cycle

MorningBatch plan
  • —Load context from any project directory — it reads, summarizes, and caches the codebase structure.
  • —Pull prompt history and improvement notes from previous sessions.
  • —Set the day's appetite (time budget), then generate all prompts upfront with acceptance criteria and verification steps.
ExecutionRun in parallel
  • —Cursor runs your prompts agentically as subagents — in parallel, not one at a time.
  • —The first prompt in each group is a tracer bullet. If it fails, the plan gets revised before burning through the rest.
  • —Review rigor scales with risk: low-risk prompts get verify-only, high-risk gets full two-stage review.
End of dayReview sweep
  • —Structured audit of every change — not just "looks good".
  • —Log outcomes, extract failure patterns, compute velocity metrics.
  • —Prepare carry-forward intelligence. Tomorrow's plan is built on today's data.

Cursor-native

No external tools, no SaaS, no CLI beyond the initial install. Everything runs inside Cursor through skills and rules.

Skills~/.cursor/skills/
Planning, execution, review, context loading, debugging — each skill is a phase of the daily cycle.
Rules~/.cursor/rules/
Always-on quality principles enforced across every session. No manual checklist.
State~/.conducty/
Plans, prompt history, failure patterns, improvement notes, project context — all persisted between sessions.
Invoke
Talk to Cursor: "plan my day", "load context from ../other-project", "review today's work". That's it.

Engineering roots

Shape Up — Appetite-driven planningToyota Kata — Improvement loopsThe Pragmatic Programmer — Tracer bulletsRelease It! — Health metricsA Philosophy of Software Design — Deep modules, not ceremonyThinking in Systems — Leverage points

A learning system that gets better each day. Yesterday's failures become better prompts tomorrow.