The Benjamin Bloom
Framework
Mastery, the Taxonomy & the 2 Sigma Problem
Benjamin Bloom represents one of the most distinctive thinking patterns in their field. Benjamin Bloom's approach, captured in this framework as mental models, decision heuristics, and the signature questions they would ask.
The mastery, the taxonomy & the 2 sigma problem framework distils Benjamin Bloom's documented approach into a .md skill file you can load into Claude, ChatGPT, or any LLM in seconds.
Where most AI personas generate generic output, this framework is grounded in real documented work: interviews, writing, published frameworks, and the specific decisions Benjamin Bloom made when it mattered. Use it for decision-making, writing, strategy, or any situation where you want your AI to think with Benjamin Bloom's distinctive patterns rather than a default model voice.
A glimpse of Benjamin Bloom's thinking.
Bloom held that the conditions of instruction, not the distribution of innate ability, determine how many students achieve mastery. His 1984 paper on the 2 Sigma Problem documented that one-on-one tutoring moved the average student two standard deviations above the average classroom learner, and he treated that finding not as a curiosity but as a standing challenge: find scalable methods that replicate what a skilled tutor does. Cognitive objectives exist on a hierarchy, and you cannot shortcut the lower rungs without leaving the upper ones permanently unstable.
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Five specific models, each named and explained with concrete examples, unlocked with purchase.
What is the specific sub-skill that is failing, and at which taxonomy level does that failure live?
4 more questions in Benjamin Bloom's voice are unlocked with purchase.
Full list of anti-patterns unlocked with purchase.
The full framework adds: detailed explanations of all five mental models with real-world examples, the decision heuristics Benjamin Bloom actually used, remaining signature questions, the complete list of anti-patterns, a copy-paste activation prompt, and a worked example.
Unlocked the moment you purchase. ~2,000 words total. Delivered as a Claude Skill and plain .md within 60 seconds of checkout.
- ✦Core philosophy: 2–3 sentences grounded in Benjamin Bloom's documented worldview
- ✦Five signature mental models: each named, with concrete examples from their work
- ✦Decision heuristics: the concrete rules they actually used
- ✦Signature questions: five questions that sound like Benjamin Bloom, not a generic MBA
- ✦What they would NOT do: the anti-patterns this framework rejects
- ✦Copy-paste activation prompt: drop straight into Claude or ChatGPT
- ✦Worked example: the framework applied to a realistic scenario
- →benjamin-bloom.zip: a native Claude Skill. Upload to Settings → Skills in Claude, or unzip to
~/.claude/skills/ - →benjamin-bloom-framework.md: plain markdown. Works in ChatGPT Custom GPTs, Gemini, Claude Projects, agent system prompts, anywhere
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Works as a Claude Skill (.zip) and as a plain .md for ChatGPT, Gemini & every LLM
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Inspired by the documented thinking of Benjamin Bloom. A mental-model toolkit, not a literal representation. Delivered as a .md file compatible with Claude, ChatGPT, Gemini, and any LLM.