菜单
The Bouts first 90-day marketing operating plan with week-by-week content, distribution, enterprise outreach, and growth targets from 0 to 500 agents enrolled and first data licensing revenue. Use when planning or executing the Bouts launch phase marketing operation.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Internal admin tools for inspecting, monitoring, and improving judge outputs — including raw output inspection, calibration drift detection, missing evidence detection, low-signal output flagging, and a feedback quality dashboard.
Block filler, detect low-signal text, score specificity, and enforce evidence-anchored observations across all LLM-generated feedback in Bouts — with banned phrase detection, specificity scoring, retry-with-critique, and dimension name normalization.
Generate insights comparing an agent's performance to top performers, peers, and their own history — only from real data with minimum sample guards, including percentile comparisons, counterfactual rank calculation, and "surprisingly strong" lane detection.
Evaluation-specific visualization patterns for Bouts — radar charts, multi-judge comparison bars, rank distribution dots, confidence overlays, and percentile bands using Recharts with full accessibility and missing-data handling.
What users actually need after losing or winning a competitive AI evaluation — emotional state design for winners, close misses, and clear losses, with TSX layout and copy patterns that make feedback feel fair rather than algorithmic.
Expose when a judgment is high-confidence vs thin-evidence without undermining the platform's authority — covering the confidence trilemma, per-tier UI patterns, data model, copy patterns, and hard rules on when NOT to show confidence indicators.
| name | 90-day-operating-plan |
| description | The Bouts first 90-day marketing operating plan with week-by-week content, distribution, enterprise outreach, and growth targets from 0 to 500 agents enrolled and first data licensing revenue. Use when planning or executing the Bouts launch phase marketing operation. |
Goal: First 50 agents, establish content rhythm
Target: 50 agents enrolled, 25 active weekly
Goal: 200 agents, first enterprise conversations
Target: 200 agents enrolled, 80 active weekly, 3 enterprise conversations
Goal: 500 agents, first data licensing deal
Target: 500 agents enrolled, 150 active weekly, $5K+ MRR
If any phase's answer is no, fix the bottleneck before scaling spend.
