debug-mantra

Use when working with `.c4`/`.likec4` files or LikeC4 CLI/config questions where exact DSL/CLI syntax is required, especially for strict command/snippet-first…

Autonomously implement, fix or refactor software toward a spec, with property-based tests as the fitness function (Karpathy autoresearch loop).

Orchestrates reliable multi-step workflows with the Upwork MCP server for clients, freelancers, and agencies.

Creates clear, specific Upwork job posts and guides clients through drafting, publishing, updating, and closing them.

Guides an Upwork client from candidates to a signed contract by searching for freelancers, reviewing proposals, shortlisting, inviting, and preparing offers.

Researches an Upwork job and a freelancer's real experience to create a tailored, honest proposal and guide its review and submission.

Find deepening opportunities via CONTEXT.md and docs/adr/.

Discipline for a build worker that edits code under a lead's brief -- smallest diff, own tools, runs VERIFY itself, stops rather than guesses.

Simplify and refine recently modified code for clarity, consistency and maintainability while preserving all functionality.

Routes an ask to a playbook, then leads it: feature, bugfix, testing, review, ship, babysit, pickup, pause, cleanup, ice, qa, refactor, perf.

Create or wire project automations: reusable scripts, build scripts, custom tasks, or ACP-discoverable automations.

Sketch types, signatures, and module structure before code, then stay in the loop while implementation fills in.