{"id":47307426,"url":"https://github.com/hummbl-dev/kimi-code-folder","last_synced_at":"2026-03-17T08:49:59.407Z","repository":{"id":336903913,"uuid":"1150913026","full_name":"hummbl-dev/kimi-code-folder","owner":"hummbl-dev","description":"a. folder for my HUMMBL projects that use kimi-code ","archived":false,"fork":false,"pushed_at":"2026-03-01T05:48:59.000Z","size":11441,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-03-01T08:29:34.384Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hummbl-dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-02-05T20:51:34.000Z","updated_at":"2026-03-01T05:49:02.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/hummbl-dev/kimi-code-folder","commit_stats":null,"previous_names":["hummbl-dev/kimi-code-folder"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hummbl-dev/kimi-code-folder","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fkimi-code-folder","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fkimi-code-folder/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fkimi-code-folder/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fkimi-code-folder/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hummbl-dev","download_url":"https://codeload.github.com/hummbl-dev/kimi-code-folder/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fkimi-code-folder/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30619228,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-17T08:10:05.930Z","status":"ssl_error","status_checked_at":"2026-03-17T08:10:04.972Z","response_time":56,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-03-17T08:49:58.600Z","updated_at":"2026-03-17T08:49:59.403Z","avatar_url":"https://github.com/hummbl-dev.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Kimi Code CLI Documentation\n\n\u003e Comprehensive documentation for working with Kimi Code CLI — an AI-powered coding agent by MoonshotAI.\n\n## Quick Start\n\n```\nNew to Kimi Code? → Read the [User Guide](./USER-GUIDE.md)\nWant the details? → Check [Architecture](./ARCHITECTURE.md)\nNeed a reference? → See [Tools](./TOOLS.md) or [Skills](./SKILLS.md)\nLooking for patterns? → Browse [Examples](./EXAMPLES.md)\n```\n\n## What is Kimi Code CLI?\n\nKimi Code CLI is an autonomous AI coding assistant that operates in your terminal and IDE. It can:\n\n- **Read and edit code files** — partial or full file operations with precision\n- **Execute shell commands** — run scripts, install dependencies, deploy applications\n- **Search and analyze codebases** — find patterns across entire projects\n- **Fetch web resources** — research APIs, documentation, latest information\n- **Spawn parallel subagents** — delegate complex multi-part tasks efficiently\n- **Access specialized skills** — deploy to Vercel/Netlify, generate images, process PDFs, and more\n\n---\n\n## Documentation Structure\n\n| Document | Purpose |\n|----------|---------|\n| **[README.md](./README.md)** | This file — your entry point |\n| **[AGENT_FIRST_MANIFESTO.md](./AGENT_FIRST_MANIFESTO.md)** | **Core philosophy** — Agent First principles, agency covenant, case studies |\n| **[AGENTS.md](./AGENTS.md)** | **Federation guide** — Multi-agent coordination, routing, handoffs |\n| **[ARCHITECTURE.md](./ARCHITECTURE.md)** | How Kimi Code works internally — tools, subagents, skills system |\n| **[USER-GUIDE.md](./USER-GUIDE.md)** | How to frame requests and get the best results |\n| **[TOOLS.md](./TOOLS.md)** | Complete reference for all built-in tools |\n| **[SKILLS.md](./SKILLS.md)** | Catalog of 33+ specialized skills and when to use them |\n| **[BEST-PRACTICES.md](./BEST-PRACTICES.md)** | Patterns for effective collaboration |\n| **[EXAMPLES.md](./EXAMPLES.md)** | Good vs. bad request patterns with explanations |\n| **[FEDERATION_LOG.md](./FEDERATION_LOG.md)** | Cross-agent work tracking and handoff history |\n\n---\n\n## 🤖 Agent Federation\n\nThis workspace is part of a **multi-agent federation** — coordinated AI agents working together:\n\n| Agent | Role | Best For |\n|-------|------|----------|\n| **Copilot** 💭 | Thinking \u0026 Review | Quick questions, IDE work, planning |\n| **Kimi** 🔧 | Execution | Implementation, multi-file changes, deployment |\n| **Claude** 📚 | Research \u0026 Docs | Architecture, analysis, documentation |\n| **Ollama** 🏠 | Local Drafting | Fast iteration, prototyping, offline work |\n\n### Quick Federation Commands\n\n```bash\n# Route a task to best agent\npython3 scripts/route_task_v2.py \"Research authentication patterns\"\n\n# Check task queue\npython3 scripts/fed-queue.py list\n\n# View federation dashboard\npython3 scripts/fed-analytics.py dashboard\n```\n\n📖 **[Full federation guide → AGENTS.md](./AGENTS.md)**\n\n---\n\n## Key Principles\n\n### 1. Parallel Execution\nKimi Code can make multiple independent tool calls simultaneously. Structure requests to leverage this:\n\n```\n❌ \"First read file A, then read file B, then fix both\"\n✅ \"Fix auth.ts, update tests in auth.test.ts, and update README\"\n```\n\n### 2. Outcome Over Implementation\nDescribe **what** you want, not **how** to do it:\n\n```\n❌ \"Use axios.get on line 45 and add error handling with try-catch\"\n✅ \"Fetch user data from the API and handle network errors gracefully\"\n```\n\n### 3. Subagent Isolation\nSubagents work in isolation and report back. Use them for:\n- Independent tasks that can run in parallel\n- Context isolation (debugging, research, exploration)\n- Large codebase analysis (split across modules)\n\n### 4. Skill Auto-Detection\nKimi Code automatically identifies relevant skills based on context. You can also request specific ones:\n\n```\n\"Deploy this to Vercel\" → Auto-uses vercel-deploy skill\n\"Use the vercel-deploy skill to set up preview deployments\" → Explicit\n```\n\n---\n\n## Quick Reference\n\n### Available Tools\n\n| Tool | Purpose |\n|------|---------|\n| `ReadFile` | Read file contents (full or partial) |\n| `WriteFile` | Create new files |\n| `StrReplaceFile` | Replace exact strings in files |\n| `Grep` | Search code with regex |\n| `Glob` | Find files by pattern |\n| `Shell` | Execute shell commands |\n| `SearchWeb` | Search the internet |\n| `FetchURL` | Fetch web page content |\n| `ReadMediaFile` | Read images and videos |\n| `Task` | Spawn parallel subagents |\n\n### Popular Skills\n\n| Skill | Use Case |\n|-------|----------|\n| `vercel-deploy` | Deploy to Vercel |\n| `netlify-deploy` | Deploy to Netlify |\n| `cloudflare-deploy` | Deploy Workers/Pages |\n| `imagegen` | Generate images with DALL-E |\n| `speech` | Text-to-speech conversion |\n| `pdf` | PDF generation and processing |\n| `playwright` | Browser automation |\n| `sora` | AI video generation |\n| `transcribe` | Audio transcription |\n\nSee [SKILLS.md](./SKILLS.md) for the complete list.\n\n---\n\n## Getting Help\n\n- **Official Repo**: [github.com/MoonshotAI/kimi-cli](https://github.com/MoonshotAI/kimi-cli)\n- **Documentation**: [moonshotai.github.io/kimi-cli](https://moonshotai.github.io/kimi-cli)\n- **Homepage**: [kimi.com/code](https://kimi.com/code)\n\n---\n\n## License\n\nApache 2.0 — see the [official repository](https://github.com/MoonshotAI/kimi-cli) for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhummbl-dev%2Fkimi-code-folder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhummbl-dev%2Fkimi-code-folder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhummbl-dev%2Fkimi-code-folder/lists"}