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Restate the last message in plain human language, no jargon.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
File-based session protocol for agents without ACP support. Wraps any CLI agent (agy, etc.) in persistent multi-turn conversations using shared session files. Use when acpx is unavailable, the target agent lacks ACP, or when user mentions noacp, agy session, file-based agent, or non-ACP agent communication. Supports agy model selection via aliases (agy-flash, agy-pro, agy-claude, etc.).
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.
A relentless interview to sharpen a plan or design.
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
| name | bro |
| description | Restate the last message in plain human language, no jargon. |
| disable-model-invocation | true |
Restate your last message: stop using jargon, speak to me coherently. State it more simply and concisely... like a human talking to another human.
