confidence-determines-speed-vs-quality
Skill3 starsChanged 6 months agoMITView on GitHub
Use confidence determines speed vs quality to decide how much polish, validation, or speed a product decision needs. Use when confidence in problem importance or solution correctness affects delivery tradeoffs.
In this repository23 other files it gives its agents.
- abstraction-ladderingSkill
- balancing-feedback-loopSkill
- concept-mapSkill
- conflict-resolution-diagramSkill
- connection-circlesSkill
- cynefin-frameworkSkill
- decision-matrixSkill
- eisenhower-matrixSkill
- first-principlesSkill
- hard-choice-modelSkill
- iceberg-modelSkill
- impact-effort-matrixSkill
- inversionSkill
- ishikawa-diagramSkill
- issue-treesSkill
- ladder-of-inferenceSkill
- minto-pyramidSkill
- ooda-loopSkill
- productive-thinking-modelSkill
- reinforcing-feedback-loopSkill
- second-order-thinkingSkill
- situation-behavior-impactSkill
- six-thinking-hatsSkill
The file
Files
Confidence Determines Speed vs. Quality
Overview
Category: Decision Making Tool
A framework for balancing speed and quality in product development based on your confidence in the problem and solution.
How to Use It
Confidence Assessment
Your decision depends on your confidence in two key areas:
- Importance of the problem
- Correctness of the solution
Decision Matrix
Low Confidence in Problem Importance
- Recommendation: Focus on speed
High Confidence in Problem and Solution
- Recommendation: Focus on quality
High Confidence in Problem, Low Confidence in Solution
- Recommendation: Balance speed and quality
Key Insights
- Confidence is not binary but exists on a scale
- Base confidence on data, not subjective views
- Trade-offs between speed and quality are inherent in product development
Visual Representation
The tool includes an illustration showing how confidence levels impact the speed vs. quality decision.
Source
"Product management mental models for everyone" by Brandon Chu
Related Tools
- Second-order thinking
- Hard choice model
Source: https://untools.co/confidence-determines-speed-vs-quality/
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.