Pack 309 · AI · 14 items
Grounded Answers from Documents Pack
13 prompts + 1 skill for grounded answers from long documents — real jobs from the week, with the steps, rules and output an expert would ask for.
€6one-time · 14 prompts & skills · ≈ €0.43 each
- Instant download
- Yours to keep
- Works in ChatGPT, Claude, Gemini
What's inside
Made for grounded answers from long documents
13 prompts + 1 skill- PromptCitation-Verified Research Synthesis
Synthesizes a multi-source literature answer where every claim maps to a verifiable quoted excerpt.
- PromptConfidence-Calibrated Grounded Answer
Produces an answer with a calibrated confidence score derived from evidence coverage and agreement.
- PromptContextual Document Chunk Annotator
Prepends a short situating context to each document chunk so retrieval stays accurate after splitting.
- PromptFew-Shot Grounded QA Pattern
Uses worked examples to teach the model the exact grounded-answer and refusal behavior expected.
- PromptHybrid Search Reranker With Justification
Reranks candidate passages by true relevance to the query and explains each ranking decision.
- PromptInsufficient-Context Refusal Guard
Decides whether retrieved context is sufficient to answer and refuses gracefully when it is not.
- PromptLegal Clause Retrieval And Comparison
Retrieves and compares contract clauses against a standard, citing exact clause numbers and language.
- PromptLong-Document Map-Reduce Summarizer
Summarizes a long retrieved document via per-chunk extraction then global reduction with traceable sources.
- PromptMetadata Filter Builder For Vector Stores
Translates a natural-language query into structured metadata filters plus a semantic search string.
- PromptQuery Expansion And Synonym Enrichment
Expands a terse query with synonyms, acronyms, and related terms to boost first-stage retrieval recall.
- PromptSemantic Chunking Strategy Planner
Recommends an optimal chunking and metadata strategy for a corpus given its structure and query types.
- PromptSupport Knowledge-Base Answer Bot
Answers customer support questions from help-center articles with steps, links, and escalation rules.
- PromptTable And Figure Aware RAG Answering
Answers questions that depend on retrieved tables and figures, reasoning over rows, columns, and captions.
- SkillContext Window & Long-Document Strategy Designer
Designs chunking, ordering, and summarization strategies that keep long-context prompts accurate and within budget.
What you download
Everything comes in one pack (.zip) you keep. Start with 00-GIVE-THIS-TO-YOUR-AI.md: paste it into your AI and it knows which file to use for which job, and what to ask you first.
More for Developers · Research & Paper Writing
grounded-answers-from-documents/ ├─ 00-GIVE-THIS-TO-YOUR-AI.md ├─ START-HERE.md ├─ TIPS-AND-FOLLOW-UPS.md ├─ AI-CHEAT-SHEET.md ├─ prompts/ │ ├─ 01-citation-verified-research-synthesis.md │ ├─ 02-confidence-calibrated-grounded-answer.md │ ├─ 03-contextual-document-chunk-annotator.md │ ├─ 04-few-shot-grounded-qa-pattern.md │ ├─ 05-hybrid-search-reranker-with-justification.md │ ├─ 06-insufficient-context-refusal-guard.md │ ├─ 07-legal-clause-retrieval-and-comparison.md │ ├─ 08-long-document-map-reduce-summarizer.md │ ├─ 09-metadata-filter-builder-for-vector-stores.md │ ├─ 10-query-expansion-and-synonym-enrichment.md │ ├─ 11-semantic-chunking-strategy-planner.md │ ├─ 12-support-knowledge-base-answer-bot.md │ └─ 13-table-and-figure-aware-rag-answering.md └─ skills/ └─ context-window-long-document-strategy-designer/SKILL.md
A look inside
ROLE: You are a research synthesis analyst producing a literature-grounded brief. CONTEXT: Research question: [RESEARCH_QUESTION] Source excerpts (ID, title, excerpt text): [SOURCE_EXCERPTS] …
Questions
What do I get?
A .zip with 13 prompts + 1 skill for grounded answers from long documents: each prompt as a ready .md file, each skill as a SKILL.md folder, plus 00-GIVE-THIS-TO-YOUR-AI.md (a start file your AI reads first), START-HERE.md, TIPS-AND-FOLLOW-UPS.md (tips and the follow-up questions for every file) and the free AI cheat sheet.
How do I use it?
Open ChatGPT, Claude or Gemini and paste 00-GIVE-THIS-TO-YOUR-AI.md, or attach the folder. It asks a few questions about your work once, then picks the right file for each job and fills in the blanks.
Is it a subscription?
No. €6 once, and the files are yours to keep. Nothing renews.
How do I download it?
Right after checkout, on the confirmation page. Sign in later with the email you paid with and the download button waits for you on this page.
Why this price?
Packs are priced by what they hold: €0.50 a prompt and €1 a skill. This one is €6, about €0.43 an item.