XiaomiMiMo/MiMo-Code

Agent skills in the GitHub repository XiaomiMiMo/MiMo-Code, each with its code score out of 100.

MiMo Code: Where Models and Agents Co-Evolve

Repository score

70 / 100 B

Skills

72

Verified

5

Average skill score

67

GitHub stars

13,781

License

MIT

Open XiaomiMiMo/MiMo-Code on GitHub

72 skills in this repository

1. skill-creator

   Interactive guide for creating, reviewing, and improving agent skills (SKILL.md folders). Use when the user wants to build a new skill ('create a skill', 'make a skill for X', 'wr…

   Verified96A
2. docx-official

   Use this skill whenever a Microsoft Word (.docx) file is being produced, opened, transformed, or read. That includes: drafting reports, letters, contracts, RFPs, technical documen…

   Verified88A
3. xlsx-official

   Spreadsheet toolkit. Reach for it whenever the artifact on either side of the conversation is a workbook file — .xlsx, .xlsm, .xltx, .csv, .tsv — and the user wants that artifact…

   Verified86A
4. learn-everything

   Turn an uploaded PDF, paper, book chapter, document, URL, or user-provided topic into a structured, interactive learning course. Use when the user wants to learn, study, understan…

   Verified85A
5. design-kpis

   Design KPI frameworks, metric definitions, targets, guardrails, and measurement plans for product or business decisions. Use when success metrics, drivers, guardrails, targets, or…

   Verified80B
6. mate

   Create custom desktop pet (Mate) characters with spritesheet and manifest. Use when the user asks to 'create a pet', 'make a desktop companion', 'design a mate character', 'genera…

   78B
7. pptx-official

   Use this skill whenever a Microsoft PowerPoint (.pptx) file is being produced, opened, transformed, or read. That includes: authoring slide decks, pitch decks, executive readouts,…

   78B
8. report-to-pdf

   Narrow conversion skill. Invoke only when the user explicitly asks to convert an existing Data Analytics report, dashboard, or inline chart export into a PDF artifact.

   77B
9. research-paper-writing

   Write, rewrite, and polish academic papers (ML/CV/NLP style). Use when the user drafts or revises Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; asks "d…

   76B
10. arxiv

    Use this skill whenever the user wants to find, read, cite, track, download, or analyze academic papers on arXiv. That includes: searching papers by topic, author, category, or ar…

    75B
11. codex

    Operate OpenAI Codex CLI in non-interactive headless environments. Load only when the user explicitly authorizes this skill or names Codex / codex. Before any command, confirm the…

    75B
12. prioritize-accounts

    Use when the user asks which existing accounts to work now, which leads are hottest in a grounded list or pipeline, how to rank a territory, book, pipeline, ICP list, or account l…

    75B
13. validate-data

    Validate whether an analysis is accurate, well-supported, and ready to share or use for a decision. Use when reviewing methodology, calculations, comparisons, visuals, caveats, or…

    74B
14. super-research

    Autonomous research skill for open-ended, high-volume research work — an agent left running for a while (minutes to overnight) that produces honest, comparable, auditable evidence…

    73B
15. kpi-reporting

    Prepare KPI readouts, scorecards, WBR/MBR/QBR updates, and executive summaries from quantitative business or product metrics; use when the task is to report status, compare agains…

    72B
16. loop

    Schedule a prompt to fire on a fixed cadence (recurring loop). Use when the user asks to "run X every N minutes/hours/days", "loop X", "babysit Y", "be proactive about Y every N",…

    72B
17. claude-code

    Operate Claude Code CLI (v2.1+) via the terminal. Load only when the user explicitly authorizes this skill or names Claude Code / claude-code. Before any command, confirm the `cla…

    71B
18. compose-next

    Use for multi-step feature work, bug fixes, or refactors where requirements need to settle, a feature document should carry design + tasks + delivery evidence, and the change dese…

    71B
19. deep-research

    Deep research on any topic using parallel sub-agents, the available search tool (websearch or a search MCP server), WebFetch and free APIs. Use when the user asks for a thorough m…

    71B
20. find-key-internal-sources

    Use when a seller needs to find the best internal experts, owners, approvers, documents, channels, source-of-truth materials, or escalation routes for a customer question, product…

    71B
21. market-sizing

    Estimate market, segment, or opportunity size with transparent assumptions and uncertainty. Use for TAM/SAM/SOM, sizing scenarios, or comparing the scale of possible opportunities.

    71B
22. pdf-official

    Use this skill whenever a PDF file is being produced, opened, transformed, filled, or read. That includes: extracting text or tables from an existing PDF; combining, carving, rota…

    71B
23. report-to-google-slides

    Narrow conversion skill. Invoke only when the user explicitly asks to convert an existing HTML analytics report into a native Google Slides deck.

    71B
24. build-competitive-brief

    Use when the user wants a competitor or vendor comparison, market-landscape analysis, battlecard, objection package, positioning brief, or account-specific competitive view. Produ…

    70B
25. jupyter-notebooks

    Create, edit, or validate reproducible SQL or Python notebooks. Use for notebooks, SQL/Python scratchpads, reproducible exploration, audit trails, or runnable companions where the…

    70B
26. report-to-google-doc

    Narrow conversion skill. Invoke only when the user explicitly asks to convert an existing local or blob-hosted HTML analytics report into a Google Doc, DOCX, or shareable document.

    70B
27. review-rep-call-trends

    Use when the user wants to understand how a sales or customer-facing rep's call behavior is changing over time. Produce an evidence-backed trend readout with improvements, regress…

    70B
28. audit

    Audit or critique a product flow, journey, workflow, funnel, onboarding path, checkout path, settings path, screen, or multi-step product experience by capturing screenshots first…

    69C
29. design-qa

    Internal prototype QA helper. Use only after a Product Design prototype, URL-to-code build, or image-to-code build has a source visual target and a rendered implementation to comp…

    69C
30. grok-build

    Operate the Grok Build CLI (`grok`), including interactive and headless runs, authentication, sessions, worktrees, permissions, sandboxing, MCP servers, plugins, inspection, updat…

    69C
31. metric-diagnostics

    Diagnose why a metric changed or differs from expectation. Use when the task is to identify likely drivers of a metric movement, anomaly, gap, or discrepancy.

    69C
32. plan-deal-strategy

    Use when the user wants strategy for one active deal, renewal, negotiation, buying process, or initial sales motion for an offer or product. Build a grounded deal map or practical…

    69C
33. prepare-for-meeting

    Use when the user wants to prepare for one or more upcoming meetings with customers, prospects, partners, accounts, or important stakeholders; requests daily or date-based meeting…

    69C
34. product-business-analysis

    Analyze product or business data to support a decision or recommendation. Use when a decision depends on metric-backed evidence, such as choosing a direction, prioritizing an oppo…

    69C
35. salesforce

    Use when a focused Sales workflow needs Salesforce-backed CRM reads, links, drafts, notes, account plans, Agentforce assignments, or explicitly requested Salesforce connector/quer…

    69C
36. zoominfo

    Use only when a focused Sales workflow has selected a present and connected ZoomInfo connector, or the user explicitly asks for ZoomInfo company search, contact search, enrichment…

    69C
37. ideate

    Generate image-based alternatives, remixes, or new design directions from a Product Design brief. Use when the user asks for design variants, visual exploration, remixes, or image…

    68C
38. mimocode-docs

    Use whenever the user asks about MiMoCode itself: features, TUI or CLI commands, keybindings, terminal compatibility, rendering glitches, TUI lag, SSH or remote rendering, agent m…

    68C
39. modern-python-toolchain

    Modern Python project setup with uv, ruff, and pyright. Use when initializing a new Python project, configuring the Python environment, setting up linting/formatting, or when a pr…

    67C
40. enrich-company-and-contact-data

    Use for data-first company, contact, lead, and prospect discovery or enrichment, including firmographic or technographic completion, named-company profiling, entity resolution, IC…

    66C
41. hubspot

    Use only when a focused Sales workflow has selected a connected HubSpot CRM, or the user explicitly asks for HubSpot guidance, reads, drafts, notes, or reviewed record changes. Do…

    66C
42. review-forecast

    Use when the user wants forecast posture, forecast accuracy, commit, upside, forecast-call preparation, or a pipeline or deal-risk review for a seller book, team, period, report,…

    66C
43. user-context

    Load or manage Product Design's saved user context. Use when the user asks to set up Product Design, get started, onboard, save product or design sources, see what Product Design…

    66C
44. drive-mimo

    Use when developing or testing the MiMoCode repository and you need to programmatically drive another MiMoCode (mimo) process. Supports headless `mimo run` with JSON events and in…

    64C
45. html-to-video-pipeline

    Reliable HTML-to-MP4 rendering via headless browser recording (Playwright/Puppeteer) + ffmpeg — the ordering, gotchas, and verification steps you MUST get right or the output sile…

    64C
46. analyze-account-signals

    Use when the user wants to know what changed with one account, monitor an owner portfolio or watchlist, or rank accounts needing attention from recent evidence. Produce an evidenc…

    63C
47. sales-company-research

    Research companies, partners, and referral channels to shape draft outreach approaches, messages, or partner motions; exclude descriptive company profiling, list enrichment, and i…

    63C
48. build-report

    Build a durable analytical report with an answer-first narrative, evidence-backed findings, charts or tables, caveats, recommendations, and source context.

    62C
49. index

    Use this Sales index first for explicit Sales mentions and clear seller workflows: prospecting, lead qualification, account research, monitoring or prioritization, meeting prep, c…

    62C
50. llm-endpoint-demo

    Demo and end-to-end fixture for MiMoCode's temporary local LLM server. Use when verifying that a skill can borrow a configured chat model through a local base_url and a throwaway…

    62C
51. analyze-data-quality

    Assess whether structured data, query results, dashboards, or analytical evidence are trustworthy enough to use. Use when the task is to check data quality, reconcile conflicting…

    61C
52. follow-up-after-call

    Use after a completed customer, prospect, partner, or important internal sales call, discovery session, demo, or conversation, including when the user supplies or uploads a transc…

    61C
53. gather-business-context

    Gather business context from connected or provided sources so downstream analysis starts with the right framing. Use when an analytical question depends on missing context, such a…

    61C
54. effect

    Answer questions about the Effect framework

    60C
55. get-context

    Mandatory design-brief gate for clarifying the product and outcome. Use before ideation, image-to-code builds, redesigns, or product UI work to clarify missing product information…

    60C
56. data-analytics

    Use this skill for quantitative product or business analysis: data quality checks, metric diagnostics, KPI design and reporting, dashboards, analytical reports, charts, notebooks,…

    59C
57. sales

    Use this skill whenever Sales is explicitly invoked or the task involves customer meeting preparation, call follow-up, account prioritization, account signals, deal strategy, busi…

    59C
58. create-data-context

    Create, update, inspect, or repair Data Analytics semantic layers. Use when the user asks to save data context or create a semantic layer that future Data Analytics work can inspe…

    58C
59. memory-search

    Query the raw trajectory SQLite database directly when the built-in memory and history tools are insufficient. Use when you need structured analysis across sessions: finding repea…

    58C
60. visualize-data

    Design, create, revise, or QA quantitative charts and figures for reports, dashboards, notebooks, slides, files, or inline analytical answers.

    58C
61. build-business-case

    Review commercial proposals and build customer-led business cases, ROI or value models, pricing or investment rationales, executive summaries, and customer-ready value stories tie…

    57C
62. image-to-code

    Implement a selected image, screenshot, mockup, generated concept, or design frame as a faithful, responsive, interactive frontend in the target codebase.

    57C
63. agents-sdk

    Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat…

    56C
64. build-dashboard

    Build a source-backed dashboard or monitoring view with clear metrics, filters, visual hierarchy, definitions, refresh context, and QA.

    56C
65. product-design

    Use this skill when Product Design is explicitly invoked or the main task is product design exploration, UX research, flow auditing or critique, visual ideation, cloning a live pr…

    56C
66. apollo

    Use only when a focused Sales workflow has selected a present and connected Apollo connector, or the user explicitly asks for Apollo prospecting, enrichment, Company Details, reco…

    55C
67. find-customer-quotes

    Use when the user wants verbatim customer or prospect quotes, voice-of-customer evidence, theme validation, objection evidence, product-friction examples, or support for a product…

    55C
68. get-rep-call-feedback

    Use when the user wants evidence-backed coaching for one rep's calls, especially by comparing the rep with peer examples to identify repeatable best practices, specific upgrade mo…

    55C
69. url-to-code

    Recreate an authorized live website or app URL as a faithful, runnable, frontend-only local implementation.

    54D
70. share

    Share a runnable prototype using the user's preferred deployment tool.

    51D
71. answers-ask-user-input

    Use when a small amount of missing context would materially improve the answer and tappable options plus a free-text answer can gather it efficiently.

    50D
72. cloudflare

    Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS),…

    49D

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.