hypothesis-tree
Skill6 starsChanged 4 months agoApache-2.0View on GitHub
Use when analysis should proceed by testing likely explanations rather than describing the whole situation. Use when applying the Hypothesis Tree consulting method and when a user asks for Hypothesis Tree, method execution, structured diagnosis, or action planning.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- flpbalada/fb-skillstheir own version, first seen Aug 3, 2026
- sruthir28/enterprise-ai-skillstheir own version, first seen Apr 14, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- sruthir28/enterprise-ai-skills★ 136same name
- flpbalada/fb-skills★ 8same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 2 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 9
Use this skill to run Hypothesis Tree as a practical consulting method, not as a generic framework explanation.
- Very specific: line 25
If an input is missing, do not block automatically.
- Distinctive: line 29
Do not use without a decision question and branches that can be tested with evidence.
- Distinctive: line 85
Keep wording professional and plain enough that a smart non-specialist can use the output directly.
≈ “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
Hypothesis Tree
Use this skill to run Hypothesis Tree as a practical consulting method, not as a generic framework explanation.
Method Notes
- Each branch must be testable.
- Define disconfirmation evidence, not only supporting evidence.
Required Inputs
Collect or infer these inputs before execution:
- core question
- candidate explanations
- available evidence
- decision deadline
If an input is missing, do not block automatically. Mark it as missing, state the assumption used, and add a validation action.
When Not To Use
Do not use without a decision question and branches that can be tested with evidence. For open-ended exploration before hypotheses are available, use a mind map or affinity diagram.
Adjacent Methods
issue-tree: decompose the question into analysis branches before proposing explanations.abductive-reasoning: rank the best current explanation from incomplete evidence.
Step-by-Step Execution
| Step | Required input | How to execute | Output |
| Frame hypothesis area | Problem, observed outcome, decision need. | State what explanation or bet needs testing. | Hypothesis frame. |
| Create competing hypotheses | Known facts and plausible causes. | List alternative explanations or strategic bets. | Top-level hypotheses. |
| Break into sub-hypotheses | Top-level hypotheses. | Make each branch testable and specific. | Hypothesis tree. |
| Define tests | Hypothesis tree and available evidence. | Specify supporting evidence and disconfirming evidence for each leaf. | Test plan. |
| Prioritize tests | Test plan, impact, speed, uncertainty. | Choose fastest tests that could change the decision. | Testing sequence. |
Output Template
### 1. Decision Question
Question:
Scope:
Current evidence:
Decision deadline:
### 2. Competing Hypotheses
| Hypothesis | Sub-hypotheses | Evidence for | Evidence against | Confidence |
|---|---|---|---|---|
| | | | | |
### 3. Disconfirming Tests
| Hypothesis | Cheapest decisive test | Owner | Timing | Threshold |
|---|---|---|---|---|
| | | | | |
### 4. Priority
First hypothesis to test:
Why:
Decision unlocked:
### Evidence And Next Decision
- Confirmed facts:
- Assumptions:
- Missing evidence:
- Next action, owner, and timing:
- Expected signal and decision threshold:Quality Gate
- Produce the method-specific outputs for Decision Question, Competing Hypotheses, Disconfirming Tests; do not substitute a generic framework summary.
- Tie every material score, causal claim, or stakeholder judgment to evidence or label it as an assumption.
- Include at least one disconfirming check, sensitivity, alternative explanation, or failure condition appropriate to the method.
- Convert the result into a named action or decision with an owner or stakeholder, timing, and observable signal.
- State missing inputs and the smallest validation action instead of inventing precision.
- Keep wording professional and plain enough that a smart non-specialist can use the output directly.
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