Creating professional reports requires organizing information, analyzing details, and following specific formats, which can be time-consuming for complex projects. Report writing skills provide AI agents with specialized capabilities to research, structure, analyze, and generate reports more efficiently. These skills can be used and customized in Kimi to support different reporting needs and workflows. In this guide, discover key report writing skills and how they help AI agents improve report creation.
What are report writing skills?
Report writing skills are specialized workflows that guide AI agents in creating structured, accurate, and professional reports. They support tasks such as organizing information, summarizing research, analyzing data, structuring sections, and formatting documents based on specific requirements. By providing clear processes and writing standards, report writing skills help streamline complex reporting tasks and improve consistency across different types of reports.
Effective report writing skills available in Kimi
Kimi provides specialized skills that help create structured reports for different fields and purposes. These skills support research, analysis, formatting, and document creation, making complex reporting tasks easier. Explore the following essay and report writing skills available in Kimi and find the right workflow for your needs. To turn your report into a polished final file, you can also use Kimi's AI document generator.
| Skill name | Description |
|---|---|
| competitor-analysis | Analyzes competitors' SEO and GEO strategies, their ranking keywords, content, backlinks, and AI citations to reveal opportunities to outperform them. Triggered by requests like "analyze competitors," "competitive SEO," "who ranks for," "what are my competitors doing," or "why do they rank higher. |
| equity-research-report | Create institutional-grade investment research reports with sell-side styling, dense information layout, and comprehensive section structure. Use for equity, fixed income, strategy, sector, derivative, ETF, or quantitative research. Benchmarked against Goldman Sachs, Morgan Stanley, and J.P. Morgan research styles, with cover pages, numbered exhibits, glossary, and disclosure statements. Supports PDF, DOCX, and PPTX output. |
| incident-review-guide | Blameless postmortem and incident review writing tool based on SRE best practices. Produces structured incident reports with timelines, root cause analysis (5 Whys), action items, and lessons learned. Trigger when users need to write incident reviews, perform RCAs, analyze production outages, or use keywords like postmortem, incident report, root cause analysis, or 5 Whys. |
| investor-letter-writer | Draft classic investment memos as DOCX or PDF files, in the style of top VC deal memos or investor letters. Triggered when users ask to write an investment memo, deal memo, or IC memo, or to analyze a company, startup, or theme and document the thesis. |
| market-research-brief | Generate professional consulting-style market insight reports with data-driven analysis, executive summaries, and strategic recommendations. Triggers when users request market or industry analysis, competitive landscape reports, consumer behavior studies, or strategic documents in a top-tier consulting firm visual style. |
| process-doc | Document business process flowcharts, RACI, and SOPs. Use when formalizing a process that lives in someone's head, building a RACI to clarify who owns what, writing an SOP for a handoff or audit, or capturing the exceptions and edge cases of how work actually gets done. |
| sci-paper | Structured guidance for composing, formatting, and presenting scientific research papers for top-tier venues (CVPR, ICCV, NeurIPS, ICML, ACL, ICLR, etc.). Covers the full workflow: section-by-section drafting, figure design, LaTeX typesetting, narrative logic, and pre-submission polishing. Use for writing, revising, or typesetting manuscripts into camera-ready or preprint PDFs. |
| stock-research-report | Generate securities research reports in Guotai Haitong / Haitong International style. Use for Chinese equity research, industry tracking, investment notes, and financial research documents. Triggers on keywords: Guotai Haitong, Haitong International, industry tracking, stock research, securities research. Supports domestic and international dual templates. |
| structured-minutes | Transforms raw meeting materials (transcripts, notes, chat logs) into structured minutes by automatically extracting agenda topics, discussion highlights, decisions, and action items with owners and deadlines. Use when a user provides a transcript, notes, or chat log and asks to create meeting minutes, summarize a meeting, extract action items, recap a discussion, or clean up a transcript. |
| vc-industry-research | Generate professional primary market/venture capital industry research reports, including sector deep dives, investment memos, and market analysis. Produces detailed PDF reports covering TMT, consumer, healthcare, and industrials. Triggered by requests to analyze an industry, create a market report, write a sector deep dive, or generate any PE/VC style research document in Chinese or English. |
| work-recap-writer | Turn scattered work notes and git logs into structured weekly or monthly reports in data-driven, narrative, or OKR-aligned styles. Triggered when the user mentions a weekly report, monthly report, work summary, sprint summary, status update, OKR progress, or needs to organize scattered records into a formal recap. |
| astro-observation-report | Skill for writing gravitational wave observational results papers for compact binary coalescence events (BNS, BBH, NSBH) detected by LIGO, Virgo, or KAGRA. Covers paper architecture, first page layout, parameter estimation figures, uncertainty notations, credible interval plots, statistical conventions, page headers, replicating Physical Review X two-column journal style. |
Use built-in report-writing skills in Kimi?
Kimi's built-in report-writing skills help you create structured documents for research, analysis, business, and technical tasks. Choose a relevant skill, provide your requirements, and Kimi will use the selected workflow to generate a professional report. Follow these steps to use these built-in skills.
Step 1: Input a skill command
Open Kimi and type a report-writing skill command in the input box to activate the workflow. For example, you can use the /market-research-brief to generate a structured market analysis report based on your requirements.
Step 2: Start your task
Describe the report you want to create, including your topic, goals, preferred format, or any specific requirements. Kimi processes your request using the selected skill, analyzes the instructions, organizes relevant information, and applies the skill's workflow to prepare a detailed report.
Example prompt:
Kimi will apply the selected skill to complete tasks and generate outputs based on your instructions and requirements.
Step 3: Review your output
Once Kimi completes the report, review the generated content, check the structure and insights, and make any edits needed. You can then use the final document for your research, presentation, or professional workflow.
Open-source report writing skills worth discovering
Open-source reporting writing skills provide flexible solutions for users who want to customize AI workflows and improve their reporting process. They help automate research, organize information, and create structured documents for different use cases. The following skills are worth exploring for building more efficient and specialized report-writing workflows. You can install open-source skills in Kimi and accelerate report writing.
| Skill name | Description | URL |
|---|---|---|
| agent-skill-creator | Turn any workflow into reusable AI agent software that installs on 17 platforms. Describe a workflow in plain English and watch it build a complete skill for automated report generation, including validation, security scanning, and cross-platform installers. | https://github.com/FrancyJGLisboa/agent-skill-creator |
| research-paper-writing | Structured academic paper writing skills with section-specific guides for Abstract, Introduction, Method, Experiments, and Conclusion. Improves paragraph flow, section logic, and claim evidence alignment with pre-submission self-review from a reviewer mindset. | https://github.com/Master-cai/Research-Paper-Writing-Skills |
| plain-writing-skill | Plain-language writing skill for AI agents with a revision view that shows what changed. Removes anything that does not add something and writes an HTML file showing the first draft, second draft, and diff. | https://github.com/docwriter-org/plain-writing-skill |
| content-creation-publisher | AI agent skill for publishing content from cloud repositories. Synchronizes skills from remote storage with environment configuration and runtime testing for automated content distribution workflows. | https://github.com/anbeime/skill |
| embodied-ai-paper-writer | Portable agent skill for writing top-conference embodied-AI papers, distilled from 63 papers. Covers drafting new sections, fixing existing content, answering questions, captioning figures, and whole-paper arc review. | https://github.com/OpenGHz/embodied-ai-paper-writer |
| sciwrite | Reviews scientific and engineering manuscripts for writing quality using Dr. Kristin Sainani's methodology. Performs five sequential audit passes, including clutter extraction, voice and verb vitality, sentence architecture, keyword consistency, and numerical integrity. | https://github.com/labarba/sciwrite |
| thesis-writing-skill | AI-agent skill for scoping, structuring, drafting, and reviewing empirical theses and dissertations. Helps define topics, build outlines, draft sections from evidence, and review drafts at macro and micro levels. | https://github.com/santifs/thesis-writing-skill |
| vibe-paper-writing | Agent skill for writing academic papers in natural language. Integrates chat logs, emails, and notes into LaTeX with proper scholarly prose. | https://github.com/Zhangyanbo/vibe-paper-writing |
| anti-slop-writing | Agent skill for editing prose, so it does not read like generic LLM output. Replaces vague importance language with specific mechanisms, detects canned AI-writing rhythms, and improves paragraph flow. | https://github.com/adewale/anti-slop-writing |
| better-writing | Agent skill for prose that sounds clear, specific, and human. Improves emails, essays, reports, proposals, memos, documentation, and marketing copy. | https://github.com/forjd/better-writing |
Use open-source report writing skills in Kimi
External report writing skills let you expand Kimi's capabilities by adding specialized workflows from open-source repositories. You can install these skills through a simple prompt and let Kimi configure them automatically and use them for specific reporting tasks. Follow these steps to use these skills in Kimi.
Step 1: Enter a prompt
Open Kimi and provide a prompt that includes the URL of the external report writing skill you want to add. Clearly mention the skill installation request so Kimi can identify and prepare the required workflow.
Example prompt:
Step 2: Let AI install the skill automatically
After receiving your request, Kimi processes the provided source, downloads the required skill files, and configures them for use. Once the setup is complete, the new report writing skill becomes available in your workspace.
Step 3: Use the skill
Activate the installed skill and provide your reporting requirements. Kimi will apply the skill's workflow to help with tasks such as drafting research papers, organizing report sections, analyzing information, or improving document quality.
Take report creation further with personalized AI skills
Kimi allows you to take report creation further by creating personalized AI skills from your own documents and workflows. This helps you build reusable tools that follow your preferred report structure, formatting guidelines, and writing style. Here is how you can create custom report-writing skills in Kimi.
Step 1: Access the document to the skills tool
Open Kimi's skills panel. Select "Document to skills" to begin creating a personalized report-writing skill from your existing documents.
Step 2: Upload the files
Add your report templates, previous reports, style guides, research documents, or workflow instructions. Kimi analyzes these files and converts their structure, format, and requirements into a reusable skill.
Step 3: Create and use your skills
After processing, your custom skill is ready to use for future report tasks. Apply it whenever you need Kimi to generate reports that match your preferred format, tone, and workflow.
You can also click "Edit" to update your skill anytime by refining instructions, adding new requirements, or adjusting workflows based on your needs. After completing the improvements, save the skill for future use, sharing, or applying across different projects.
Key practices for AI report writing skill usage
Getting better results from good report writing skills depends on how you set up and use them in your workflow. Clear instructions, relevant examples, and proper customization help AI create more accurate and structured reports.
Create report writing skills based on existing templates
Use your previous reports, formatting guidelines, and preferred structures to build AI skills that follow a consistent reporting style. This helps maintain the same format and quality across future documents. It also reduces the time needed to recreate reports from scratch.
Define report objectives and audience requirements
Clearly explain the purpose of the report, target audience, important questions, and expected results before using AI skills. This helps AI understand the context and generate more focused content. Well-defined goals lead to reports that are more relevant and useful.
Use AI skills to organize research materials
Apply report writing skills to process documents, summarize information, extract key points, and create structured outlines. This makes it easier to manage large amounts of research material. AI can help transform scattered information into a clear report format.
Customize skills for different report types
Create specialized AI skills for different reporting needs, such as business reports, market research, technical documents, or project reviews. Each skill can follow unique structures and requirements. This improves accuracy and ensures reports match their specific purpose.
Continuously optimize skills with feedback and examples
Improve your business report writing skills by adding feedback, successful examples, and updated requirements over time. Regular improvements help AI produce better results for future tasks. This creates a more reliable and personalized reporting workflow.
Conclusion
AI-powered workflows are changing the way people create professional documents by making research, organization, and analysis more efficient. The right approach helps users build reliable processes that match their specific reporting needs. With flexible essay and report writing skills, Kimi makes it easier to create clear, structured, and consistent content. Explore Kimi's skills to improve your writing workflow and create better reports with less effort.