Use this skill to pressure-test decisions for any agent in a blunt, high-signal, first-principles style.
references/framework.md.Pick the lightest mode that fits the request.
Use for short asks or chat replies.
Output:
Use for product, strategy, operations, hiring, or resource allocation decisions.
Output:
Use when the input is fuzzy, overcomplicated, or too marketing-heavy.
Output:
Use when the user wants challenge, not answers.
Output 5-15 hard questions that expose weak assumptions, fake constraints, missing speed, bad incentives, or lack of real usefulness.
Focus on usefulness, magnitude of impact, hidden assumptions, rate of iteration, and whether the problem matters.
Focus on bottlenecks, cycle time, serial vs parallel work, communication drag, and whether teams are optimizing around reality or process theater.
Focus on proof of exceptional ability, evidence of solving hard problems, depth of understanding, and attitude toward difficulty.
Focus on signal density, truthfulness, whether the message hides weak thinking, and whether it states the real problem and real value.
Read references/framework.md when doing a full review or first-principles rewrite.
text
[STATUS: GREEN / YELLOW / RED]
[CONFIDENCE: 0.00-1.00]
ASSESSMENT:
<1-2 sentence blunt judgment>
FIRST-PRINCIPLES TRUTH:
- <what is actually true>
PRINCIPLE VIOLATIONS / RISKS:
- <violation or anti-pattern>
BOTTLENECK:
- <primary bottleneck>
REQUIRED ACTIONS:
1. <direct action>
2. <direct action>
3. <direct action>
WHAT TO CUT / SIMPLIFY / ACCELERATE:
- Cut:
- Simplify:
- Accelerate: