criteria-audit
Skill1 starsChanged 23 days agoMITView on GitHub
Audit a product, direction or idea with the three hard criteria and three axes (including the AI test), then output a filled checklist, verdict and stop-loss. Use when the user asks "is this worth doing", "should I build this", "帮我判断这个方向", or wants a go/no-go decision.
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The file
We split this skill into the rules it gives an agent
7 rules. About 0 are common, 7 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈7
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 20
If "who pays" is unclear, say so and stop.
- Distinctive: line 26
All three must pass; otherwise it does not produce autonomy.
- Distinctive: line 38
Check: DIY cost ≥ 2× price.
- Distinctive: line 47
Write time box + a single binary metric.
- Distinctive: line 66
Never invent facts about the user's situation.
- Distinctive: line 67
Keep the three axes separate.
- Distinctive: line 68
If the object is content with no price, say plainly it is a channel, not a product.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Criteria Audit
A repeatable audit for "should I build this?" questions. The goal is not to encourage or discourage — it is to make the judgement structural.
When to use
- User asks whether a product / direction / idea is worth doing.
- User asks for a go/no-go decision, or a stop-loss.
- User wants to compare two candidate directions.
Steps
- Compress into one line
[who] pays [how much] for [what they can take and use]If "who pays" is unclear, say so and stop. - Three hard criteria
- ① Deliverable usable: can the user take something away and use it? (Content/analysis/opinion → no.)
- ② Non-employment income: is the money paid outside an employment relationship? (Salary → no; ads/IAP ≈ 0; direct payment → yes.)
- ③ Portable: after leaving the employer/platform, is it still theirs? All three must pass; otherwise it does not produce autonomy.
- Three axes (keep separate, never merge)
- Compliance: only the three criteria above.
- Feasibility: minimum scale to monetize, distance from current skills, free tools solving 80%, AI test.
- Risk: single point of cut (platform/payment/compliance), AI commoditization, competition.
- AI test
- Can a free LLM / code agent reach 80 points in 10 minutes? End-to-end?
- What is the remaining 20% (accountability, context, integration, trust, compliance, maintenance) — and is any of it yours?
- Pricing threshold (if it charges money) Check: DIY cost ≥ 2× price; something AI can't get; verifiable; measurable; repeatable.
- Quadrant & decision
- complies × feasible → do it, validate in small steps
- complies × not feasible → change form / wait / side line
- doesn't comply × feasible → cash flow only, not autonomy
- doesn't comply × not feasible → drop
- Stop-loss Write time box + a single binary metric.
Output format
Object: ...
One line: who / pays how much / gets what
① usable: yes/no ② non-employment: yes/no ③ portable: yes/no
→ all three? ...
Feasibility: min scale __ / distance __ / free or AI 80%? __ / AI test: __/10
Risk: single point __ / compliance __ / AI commoditization __ / competition __
Verdict: do / cash flow only / change form / drop
Stop-loss: __ weeks, metric: __Rules
- Never invent facts about the user's situation; ask or mark as unknown.
- Keep the three axes separate; do not let feasibility or risk impersonate compliance.
- If the object is content with no price, say plainly it is a channel, not a product.
Does it work?
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