FULL-ROLE 7-DIMENSION DEEP EVALUATION OF MAC MINI PRODUCTIVITY 评估基准日 / Baseline Date: 2026-05-26 21:32 在岗总人数 / Total Headcount: 30人 (All + Tech + Design + QA)
I. Evaluation Model: 7 Dimensions × Weighted Scores
Dimension
Weight 核心问题评估 / Core Evaluation Matrix
Core Role Value Weight 20%
Direct contribution of the role to Mac Mini output.
Progress Output Rate 20%
How much of the currently assigned projects have been completed?
Blocker Resolution Power 15%
Are you a key problem solver or a workflow bottleneck?
Wisdom Volume Conversion 15%
How many Minis are produced per single unit of strategic wisdom input?
Cross-dept Collaboration 10%
Ability to unblock and drive cross-departmental nodes and workflows.
Cash Flow Correlation 12%
Does your direct work generate immediate cash flow and revenue (¥)?
Role Irreplaceability 8%
Will the core production line or business break if you leave suddenly?
II. Full Staff Performance Ranking
Team Member
Core Role
Weighted Score Mini/月 Mini / Month
Rating Zero
P2P Control & Market Maker 7.3 6.6
Commander-in-Chief 6.9 5.9
15 Guanlin (59532)
Global Operations & Sales 6.8 5.7
Sony
Orders + DOGE 1.4.8 6.8 5.7
KAI Operational Strategy Group | Confidential 1 / 6
Team Member
Core Role
Weighted Score Mini/月 Mini / Month
Rating 45 Allen (59540)
Vintage Coin Procurement 6.7 5.6
20 Laura (49280)
Vintage Classification System 6.5 5.2
05 Christine (49911)
Recruitment / MRD 6.3 4.9
55 Sager
Product Development 6.3 4.9
Stuart
P2P Seller Side 6.3 4.9
30 Chelsa
DOGE Auction Operations 6.2 4.8
Jack
Leaderboard & Marquee 6.2 4.8
Carry
P2P & Vintage Design 6.2 4.8
Seven
Futures Market Data 6.0 4.5
Fane
Quick Buy + Vintage 5.9 4.4
Kaveh
SMS + BTC Pegging 5.9 4.4
Fowles
P2P Buyer Side 5.7 4.1
Chacha
Wallet App 5.6 3.9
Jason
Marquee + Market Order 5.5 3.8
Thor DOGE/BTC+工资 DOGE/BTC + Payroll 5.5 3.8
Eric Yang
Backend API (Bottleneck) 5.3 3.4
Garmin
P2P Dashboard 5.2 3.3
Alex
Data Seeding + BANKPAY 5.1 3.1
KAI Operational Strategy Group | Confidential 2 / 6
Team Member
Core Role
Weighted Score Mini/月 Mini / Month
Rating 35 EamonYolo
Fiat Outflow Head 4.8 2.9
Lemon
App & Contract QA 4.8 2.9
Colin
Web/App/Vintage QA 4.7 2.9
Ling
P2P & Marquee QA 4.7 2.9
Dick
App Regression & Vintage 4.5 2.8
10 Summer
Customer Service Lead 4.4 2.8
Afeez
App 1.4.8 Design 4.2 2.7
Zane
Face Recognition UI 3.5 2.4
III. Layered Performance Statistics
Performance Tier
Headcount
Total Output (Unit/Mo)
Per Capita Output
KAI Operational Strategy Group | Confidential 3 / 6 IV. Month-end Mac Mini Distribution & Payout Projections 核心制度假设 / Strategic Rule Framework
Every member receives a guaranteed baseline of 1.0 Mini/month for core operations support.
60% of surplus output is paid out as a bonus to the member; 40% is retained by the project.
The bottom 4 members enter the optimization queue, and 100% of their base baseline is clawed back.
- 产能流通总账 / Circulation Ledger
Ledger Item
Volume 总产出产能 / Total Capacity Generated
Payout
Earnings
Performance Bonus
Clawback
Performance Tier
Per Capita
Total Payout
Share %
KAI Operational Strategy Group | Confidential 4 / 6 V. Core Diagnostic Findings ① Eric Yang 是 KAI 产线的全局最大阻塞源 / Systemic Bottleneck
Eric Yang scores 5.3 overall (ranked 20th), but his “Blocker Resolution” score is critically low at 1 out of 10.
Missing P2P backend core interfaces have structurally gridlocked the entire P2P development pipeline.
High-yield downstream assets Stuart (60% blocked) and Fowles (50% blocked) are completely stalled waiting for him.
Conservative estimate: Eric’s delay incurs a net potential loss of 15-20 Minis/month. Unblocking this will instantly boost top performers’ output to 7+ units.
The operations team captures 87 units (70% of gross output), leaving only 38 units (30%) for system reserve.
If external reserves are insufficient, clawbacks from optimized positions will be the only safety cushion preventing a deficit loop.
QA leads (Lemon, Colin, Ling, Dick) fell into the inefficiency zone, but this is a structural market timing mismatch, not personal incompetence.
Because the P2P engine is not live and external users are zero, the structural value of testing cannot be unlocked.
Carry (Design) successfully bypassed this (ranked 12th) because design outputs are finalized and fully independent of code blocks.
Zane (Face Recognition UI) ranks last due to missing a hard deadline with unverified interaction updates. • • • • • • • KAI Operational Strategy Group | Confidential 5 / 6
Data confirms a perfect correlation: 3 of the top 5 earliest serial numbers belong to the Ace/High-Yield tiers.
This indicates that legacy members own management and capital channels. Technical roles show a sharp bipolar distribution: high value weights suppressed by upstream blockages.
Net Outflow of 73 units means the operation requires a baseline commitment of 73 hardware units per month to feed performance.
If the total grand reserve goal is 50,000 Minis, this minor run-rate is highly sustainable for growth.
However, if the recent warehouse shipment was only 66 units, the immediate stock will suffer a total deficit crisis within 30 days.
VI. Immediate Executive Directives
Audit and Lock Physical Inventory: Review the status of the 66 new arrivals within 24 hours to insulate the upcoming performance pool.
Deploy Emergency Intervention on Eric Yang: Escalate the backend API roadmap to Priority 1. Unblocking Eric is the single highest non-linear lever available, capable of unlocking a 10%-15% instantaneous surge in gross output at zero cost.
Calibrate Tail-End Headcount Optimization: Distinguish between “structural idling” (QA awaiting code) and “behavioral drift” (UI missing deadlines). Promptly optimize behavioral underperformers to reallocate the 14 clawed-back base units into the system’s volatility buffer. • • • 1. 2. 3. KAI Operational Strategy Group | Confidential 6 / 6