Find the Right AI Skill for Any Job

Interview Analysis

Deep interview analysis using dynamic expert routing. Automatically selects top domain thinkers based on role type to distinguish genuine capability from performance, identifying Battle Scars over Methodology Recitation. Applicable to any professional position including product management, engineering, design, operations, sales, and data science.

performance review

Draft performance reviews and KPI summaries. Use when writing self-assessments, composing manager feedback, setting SMART goals, preparing promotions.

Reporting

Standardized templates for periodic reports, system audits, revenue tracking, and progress logs. All output goes to workspace/artifacts/ directory. Use when: generating periodic reports, system audits, performance reviews, revenue tracking, weekly retrospectives, daily progress logs, full workspace audits. Don't use when: ad-hoc status updates in chat, quick summaries in Discord, one-off answers to "how's it going?", real-time dashboards. Negative examples: - "Give me a quick update" → No. Ju

People & Culture Playbook

People & Culture Playbook. Use for: recruiting strategy, skills-based hiring, structured interviews, onboarding (preboarding + 30/60/90), performance managem...

Trade History

Read and display recent trade history from local JSONL log file. Use when asked about past trades, trade recap, performance review, or to list recorded signals.

Engineering Manager OS

Complete engineering management system — team building, 1:1s, performance, hiring, architecture decisions, incident management, and scaling. From IC-to-manag...

Performance Review Engine

AI-powered system for creating structured, balanced performance reviews, self-assessments, 360° feedback, and calibration notes across review cycles.

Interview Analysis

Deep interview analysis using dynamic expert routing. Automatically selects top domain thinkers based on role type to distinguish genuine capability from performance, identifying Battle Scars over Methodology Recitation. Applicable to any professional position including product management, engineering, design, operations, sales, and data science.

Performance Review

绩效评估助手。自评、上级评语、OKR复盘、KPI分析、改进计划、SMART目标设定、360反馈撰写。Performance review assistant with self-assessment, manager feedback, OKR review, SMART goals, 360 feedback...

Recruitly CRM

Search candidates, manage jobs, view pipelines, track billing and team performance in Recruitly CRM via MCP.

Hire

Interactive hiring wizard to set up a new AI team member. Guides the user through role design via conversation, generates agent identity files, and optionally sets up performance reviews. Use when the user wants to hire, add, or set up a new AI agent, team member, or assistant. Triggers on phrases like "hire", "add an agent", "I need help with X" (implying a new role), or "/hire".

Interview Designer

Analyze resumes and design interview strategies using evidence-based methodology. Transforms interview prep from "read resume → ask questions" into "define standard → forensic evidence → future simulation". Combines Geoff Smart's Topgrading, Lou Adler's performance-based hiring, and Daniel Kahneman's bias control. Use when preparing for interviews, creating structured interview guides, or designing questions to validate candidate competencies.

senseaudio-conversation-rehearsal

Use when a user wants to rehearse a high-pressure conversation such as a performance review, reporting meeting, promotion defense, difficult manager conversa...

Elixir Performance Review

Reviews Elixir code for performance issues including GenServer bottlenecks, memory usage, and concurrency patterns. Use when reviewing high-throughput code o...