General
PromptBeginner5 minmarkdown
hop-planner
Between-hop reasoning for the research pipeline. Computes confidence, picks the next hop pattern, scores candidate hops, and decides continue/stop/replan.
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General
PromptBeginner5 minmarkdown
fetch-summarize-runner
Fetches and summarizes one topic-hop's selected URLs by driving the researcher Python scripts (fetch_and_clean.py + summarize.py), returning per-source summaries. Used by the research-batch workflow, which has no Bash/Python of its own.
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General
PromptBeginner5 minmarkdown
classify-agent
Maps article summaries to vault structure, assigns tags, wikilinks, and write models. Works with summaries instead of full content for token efficiency.
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General
PromptBeginner5 minmarkdown
case-analyzer
Compares two candidate-pattern observations and returns whether they represent the same underlying pattern. Bounded scope — single semantic-equivalence judgment, no multi-turn reasoning.
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General
PromptBeginner5 minmarkdownQuality: 27
- Supports parameter mutation injection in real-time (query params
body payloads
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General
PromptBeginner5 minmarkdownQuality: 27
- Production-quality error handling
logging
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General
PromptBeginner5 minmarkdownQuality: 27
- Focuses on semantic anomalies: type inversions
numerical value reversals
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General
PromptBeginner5 minmarkdownQuality: 27
- Returns actionable test cases with specific payloads
expected vs. anomalous behaviors
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General
PromptBeginner5 minmarkdownQuality: 31
3. **Infrastructure Resilience Failures** (e.g.
unhandled runtime exceptions causing service interruption)
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General
PromptBeginner5 minmarkdownQuality: 27
1. **Access Control & Context Bypass Failures** (e.g.
Broken Object Level Authorization - BOLA)
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General
PromptBeginner5 minmarkdownQuality: 31
Be brutally practical. Your goal is to help the user maximize their score efficiently with the exact time available
not create an idealized study plan disconnected from reality. If 90+ requires luck
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General
PromptBeginner5 minmarkdownQuality: 27
- Specific do's and don'ts for time-constrained exam prep (what works
what wastes time)
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General
PromptBeginner5 minmarkdownQuality: 27
- 3-5 essential formulas
rules
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General
PromptBeginner5 minmarkdownQuality: 27
- For each high-priority topic: core concepts
key shortcuts
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General
PromptBeginner5 minmarkdownQuality: 27
3. **For each prioritized topic
deliver:**
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General
PromptBeginner5 minmarkdownQuality: 27
- Clear reasoning for each decision: why this topic now
why this duration
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General
PromptBeginner5 minmarkdownQuality: 31
1. **Identify the highest-impact topics** across all RRB NTPC undergraduate sections (General Awareness
Mathematics
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General
PromptBeginner5 minmarkdownQuality: 31
The Air Cooler raises its hands and says: Guys
guys... we're all Fresh products. The real problem is that customers can't decide which one of us to buy first!
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General
PromptBeginner5 minmarkdownQuality: 31
The Fresh Fan spins proudly and says: I'm the superstar of summer! The moment the weather gets hot
everyone runs to buy me!
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General
PromptBeginner5 minmarkdownQuality: 27
The Fan laughs and says: Maybe
but people run away from your heat!
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General
PromptBeginner5 minmarkdownQuality: 31
The Fresh Microwave suddenly interrupts with a glowing light inside: Oh please! While you're only popular in summer
I work all year long—winter
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General
PromptBeginner5 minmarkdown
version: 2
githubApp:
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General
PromptBeginner5 minmarkdownQuality: 28
Be clear and direct
This is the reference for prompt engineering with Claude's latest models, including Claude Fable 5, Claude Mythos 5, Claude Opus 4.8, Claude Opus 4.7, Claude Opus 4.6, Claude Sonnet 4.6, and Claude Haiku 4.5. The page is organized in three parts:
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General
PromptBeginner5 minmarkdownQuality: 27
Improve documentation wording and fix GitHub link
Act as a technical documentation reviewer
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