Menu
Market listener analysis.guess_author_role weak role guesser
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
Use to reconstruct PonyBunny failure paths from logs, traces, state, and runtime evidence in order to identify the first bad transition.
Use when writing ADRs, migration notes, harness principles, verification records, or other technical documentation for PonyBunny.
Use to generate high-signal evaluation cases for PonyBunny changes, including success paths, failure modes, edge cases, and regression-sensitive behaviours.
Use when defining or reviewing runtime events, lifecycle payloads, and event-order expectations for PonyBunny.
Use when designing or reviewing PonyBunny as a harness-first system, especially around boundaries, evaluation flow, observability, and migration structure.
Use when mapping PonyBunny's current state against harness-first best-practice gaps and turning those gaps into actionable engineering inputs.
| name | analysis-guess-author-role |
| description | Market listener analysis.guess_author_role weak role guesser |
| version | 1.0.0 |
| author | PonyBunny |
| tags | ["market-listener","role-inference","classification"] |
| phases | ["execution"] |
| user-invocable | false |
| disable-model-invocation | false |
Guess the author role from text with low confidence (weak signal only).
role_request:
raw_text: string
role_result:
role_guess: enum [founder, employee, developer, ops, student, hobbyist, unknown]
confidence: number