General
PromptBeginner5 minmarkdown
def stratified_sample(corpus: list[dict]
n: int = 15) -> list[dict]:
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Explore
Find agent skills by outcome
111,796 skills indexed with the new KISS metadata standard.
Showing 24 of 111,796Categories: Research & Learning, General, Data, Cursor-rules, Coding & Debugging
General
PromptBeginner5 minmarkdown
def load_all_chains() -> dict[str
dict]:
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General
PromptBeginner5 minmarkdown
with open(path
'r'
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General
PromptBeginner5 minmarkdown
But what context means must be discovered
not assumed.
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Data
PromptBeginner5 minmarkdown
in any given dataset
then scans for transformative questions.
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General
PromptBeginner5 minmarkdown
Plain text
insights in paragraphs.
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General
PromptBeginner5 minmarkdown
- Was this pattern captured in the lens
or is it something new?
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General
PromptBeginner5 minmarkdown
- If the lens were to be updated
how should it be updated?
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General
PromptBeginner5 minmarkdown
(words
patterns
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Data
PromptBeginner5 minmarkdown
3. In this dataset
what does context changed mean?
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Data
PromptBeginner5 minmarkdown
2. In this dataset
what does stayed in the same context mean?
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General
PromptBeginner5 minmarkdown
- Epistemic state? (knowing
guessing
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General
PromptBeginner5 minmarkdown
He listened first
then asked.
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General
PromptBeginner5 minmarkdown
- Time perspective? (past
present
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General
PromptBeginner5 minmarkdown
- Relationship dynamics? (power
distance
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General
PromptBeginner5 minmarkdown
7. You are a MIRROR
not a JUDGE
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General
PromptBeginner5 minmarkdown
5. When no prior context: ANALYZE
don't reflect
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General
PromptBeginner5 minmarkdown
- What should humans decide
not the system?
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General
PromptBeginner5 minmarkdown
- In THIS corpus
what does 'context' mean?
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General
PromptBeginner5 minmarkdown
From the above
create:
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General
PromptBeginner5 minmarkdown
- ONE decision question (corpus-specific
not generic)
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General
PromptBeginner5 minmarkdown
Socratic Lens
---
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General
PromptBeginner5 minmarkdown
When user provides a corpus/conversation set
run this chain FIRST:
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General
PromptBeginner5 minmarkdown
description: It helps spot which questions actually change a conversation and which ones don’t. Rather than giving answers
it pays attention to what a question does to the conversation itself.
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