Kimi Prompt Generator

Generate optimized prompts for Moonshot AI's Kimi using the 2026 prompting framework. Pick Instant, Thinking, or Agent mode, set your task horizon (single-step → long-horizon), and let AI craft a clean Kimi brief that takes advantage of its huge context window, agent swarm scaling, and step-by-step reasoning.

Be specific about what you want the AI to do

Generated Prompt

Fill in the form and click "Generate" to create an optimized Kimi prompt.

Tip: The more specific your task description and context, the better the generated prompt will perform.

Kimi Tips

  • Kimi excels at long-horizon coding — for multi-file refactors, name repo structure, standards, and success criteria
  • Thinking mode benefits from explicit constraints, edge cases, and verification steps — make them visible in the prompt
  • Agent mode: name the available tools (web search, file system, code interpreter) and the rough decomposition
  • Massive context window — paste long source material, full docs, full diffs, then put your instruction at the end
  • For math, ask Kimi to "show every step and double-check the result before finalizing"

Kimi Prompt Templates

Copy-ready starting points for the most common jobs people bring to this model. Swap the [BRACKETED] parts for your own details, or use them as a shape to imitate when you write your own.

Agent Swarm Task

Agentic

Kimi decomposes long-horizon work across sub-agents — name the decomposition.

Goal: [THE END STATE]

Available tools: web search, file system, code execution, sub-agents.

Suggested decomposition:
1. [SUBTASK] — research
2. [SUBTASK] — implementation
3. [SUBTASK] — verification

Constraints: [CONSTRAINTS]. Stop and ask if [STOP CONDITION].

Report the plan first, then execute, then summarise what each sub-agent produced and how you reconciled conflicts.

Whole-Document Analysis

Analysis

Uses Kimi's very large context — long material first, question after.

[PASTE THE FULL DOCUMENT SET]

---

Based on everything above, [THE TASK].

Requirements:
- Cite the document and section behind each point.
- Surface contradictions between documents rather than smoothing them over.
- Note explicitly if any part of the input seems truncated or unreadable.

Format: [FORMAT].

Multi-File Feature Build

Engineering

Long-horizon coding, which is Kimi's strongest mode.

## Goal
Build [FEATURE] end to end.

## Stack
[LANGUAGE + VERSION], [FRAMEWORK], [DATABASE], [TEST FRAMEWORK]. Conventions: [LINTER/STYLE].

## Existing code
[PASTE RELEVANT FILES OR REPO TREE]

## Requirements
[NUMBERED FUNCTIONAL REQUIREMENTS]

## Constraints
No new dependencies. Preserve [EXISTING BEHAVIOUR]. Migrations must be reversible.

## Output Format
Plan → each new/changed file in full → migration steps → tests → how to verify locally.

Reasoning Mode Problem

Reasoning

Framed so Thinking mode has something worth deliberating over.

Problem: [THE PROBLEM]

Known constraints: [CONSTRAINTS]
Known unknowns: [WHAT YOU DON'T KNOW]

Work through this carefully, checking each edge case, then give the final answer.

Before finalising, double-check the result against the constraints above and state whether it satisfies all of them. If it cannot, say which constraint has to give.

Research Report

Research

Search-and-synthesise work with a defined evidence standard.

Research [TOPIC] and produce a report for [AUDIENCE].

Scope: [WHAT'S IN, WHAT'S OUT]. Timeframe: [RECENCY REQUIREMENT].

Requirements:
- Cite every factual claim with a source and date.
- Distinguish primary sources from commentary.
- Include a "what the sources disagree about" section.
- Flag where the evidence is thin rather than filling the gap with plausible prose.

Format: executive summary, findings, disagreements, gaps, sources. [WORD COUNT] words.

Document to Structured Output

Data

Instant-mode shaped: tight, answer-shaped, no preamble.

Extract [WHAT] from the document below into [FORMAT, e.g. a Markdown table with columns X, Y, Z].

Rules: source values verbatim, blank cell where absent, no invented entries, no commentary before or after the output.

Document:
[PASTE DOCUMENT]

How to Use the Prompt Generator

1

Define Your Task

Select a category and describe what you want Kimi to do. Choose your preferred mode — Instant for quick answers, Thinking for complex reasoning, Agent for multi-tool workflows.

2

Add Context & Constraints

Provide background context, set your desired tone and output format, and specify any constraints. For coding tasks, include language version and framework details.

3

Generate & Use

Click "Generate" to get an optimized prompt tailored to your selected Kimi mode. Copy and paste it into kimi.ai or the Moonshot API.

Frequently Asked Questions

What is Kimi?

Kimi is Moonshot AI's large language model platform. It is built around an enormous context window, hybrid Thinking modes, and agent-swarm scaling for long-horizon coding and research workflows. Kimi consistently ranks at the top for coding, math, and agentic benchmarks.

What are Kimi's three operational modes?

Instant prioritizes speed for quick lookups and simple tasks. Thinking shows reasoning step-by-step for complex problems and is preferred for math and verification work. Agent integrates tools (web search, file system, code interpreter, sub-agents) for multi-step workflows — stable across very long horizons with hundreds of sequential tool calls.

How does this prompt generator work?

You provide structured inputs — task, role, context, mode, and task horizon. Our AI applies Kimi-specific 2026 best practices: clean task spec, mode-aware framing (Instant tight; Thinking with verification; Agent with tool list), instruction-after-context placement, and explicit decomposition for long-horizon work.

Is this tool free to use?

Yes. You get 1 free prompt generation per day with no signup required. For unlimited access, sign up for a Promptslove membership which includes all AI tools and 20,000+ premium prompts.

What is Kimi best at?

Kimi excels at long-horizon coding (multi-file refactors, end-to-end features), mathematics (with the Thinking mode showing every step), agentic workflows with hundreds of sequential tool calls, and vision-grounded coding (converting images and screenshots into working code). Its huge context window also makes it great for whole-codebase or whole-document analysis.

Can I use these prompts with other AI tools?

While optimized for Kimi, the generated prompts follow universal principles and work well with ChatGPT, Claude, Gemini, MiniMax, Qwen, DeepSeek, and Mistral. Mode-specific instructions (Instant / Thinking / Agent) are Kimi-specific but degrade gracefully on other platforms.

Is Kimi free to use?

Kimi offers free access through kimi.ai with daily usage limits. The API is available through Moonshot AI's platform with competitive pricing. Our prompt generator helps you get the most out of every interaction.

How many prompts can I generate for free?

You get 1 free prompt generation every 24 hours. This resets automatically. For unlimited generations, consider signing up for a Promptslove membership.

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