SKILLS & AGENTS/Skill 与 Agent·CLAUDE-SKILL

claude-octopus

nyldn/claude-octopus

Run multiple AI models against the same research, design, or coding task. Surface disagreements before you ship.

打开仓库Open repository 官网Homepage

怎么装：Install: claude plugin marketplace add https://github.com/nyldn/plugins.git

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+0.1%+0.1%

4.1k → 4.1k stars · 2 个快照4.1k → 4.1k stars · 2 snapshots

讨论DISCUSSION

1 SOURCES1 SOURCES

1 条外部提及1 external mentions

状态STATUS

持续活跃Active

质量 B+Quality B+

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

CLAUDE-PLUGIN

$

README 里给出的安装方式。The installation method given in the README.

CLAUDE-PLUGIN

$

README 里给出的安装方式。The installation method given in the README.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

存在风险Risk found

01需要 API KeyREQUIRES API KEY: 是Yes
02需要本地环境NEEDS LOCAL RUNTIME: 是Yes
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 需要本地环境Needs a local runtime

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/nyldn/claude-octopus
原始数据哈希Raw data hash: bb274ff4b7eb3c850a2af5d62af8fdb3
解析时间Parsed at: 2026-10-03T23:13:34.095Z
最后一次验证Last verified: 2026-10-04T08:53:33.891Z
增长测量时间Growth measured: 2026-10-03T23:24:59.911Z
发现查询Discovery queries: focus:token:code:context-window
分类来源Category source: rules
焦点Focus: token (3)

静态扫描STATIC SCAN

01下载未知二进制Downloads an unknown binary.claude/skills/flow-parallel/SKILL.md
```
chmod +x ".octo/parallel/WP-N/launch.sh"
```

02读取 API KeyReads an API keyreadme

OAuth users pay nothing beyond their existing subscriptions. Qwen is the exception: its free OAuth tier ended on 2026-04-15, so use `QWEN_AP

03读取 API KeyReads an API key.claude/skills/flow-define/SKILL.md
```
- 🔴 Codex CLI uses your OPENAI_API_KEY (costs apply)
```

这里只做静态扫描：读 README、SKILL.md 和依赖清单，不执行代码。没有命中不代表安全。This is static scanning only: we read the README, SKILL.md and dependency list, and never execute code. No findings does not mean safe.

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "tree: .claude/"
    },
    {
      "agent": "claude-ai",
      "evidence": "readme: …=\"center\"> <a href=\"https://claude.ai\"><img src=\"https://img.shield…"
    },
    {
      "agent": "codex",
      "evidence": "readme: …details> <summary>Install for Codex CLI</summary> ```bash codex plug…"
    },
    {
      "agent": "cursor",
      "evidence": "readme: …details> <summary>Install for Cursor IDE</summary> Cursor uses Octopu…"
    },
    {
      "agent": "gemini-cli",
      "evidence": "readme: …irect Codex, Qwen, or retired Gemini CLI dispatch remain available, bu…"
    },
    {
      "agent": "opencode",
      "evidence": "readme: …xity, OpenRouter, OrcaRouter, OpenCode, Cursor CLI, Grok, and Kimi C…"
    },
    {
      "agent": "copilot",
      "evidence": "readme: …cost research — uses existing GitHub Copilot subscription | | 🟤 Qwen (Ali…"
    },
    {
      "agent": "vscode",
      "evidence": ".claude/skills/flow-spec/SKILL.md: …OPTIONAL — CC v2.1.70+) **If VSCode is active and Claude Code sup…"
    }
  ],
  "apiKey": "e-sdk seat env vars (v9.50): `CLAUDE_SDK_API_KEY`, `OCTOPUS_CLAUDE_SDK_MODEL`, `OCTOPUS_",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 1,
      "dev-tools": 5,
      "indie-web": 0,
      "skill-agent": 6,
      "productivity": 0
    },
    "primary": "skill-agent",
    "secondary": "claude-skill"
  },
  "localRuntime": "tigravity CLI, Copilot, Qwen, Ollama, Perplexity, OpenRouter, OrcaRouter, Op",
  "skillMdTotal": 120,
  "skillMdErrors": [
    {
      "path": ".claude/skills/flow-discover/SKILL.md",
      "error": "Nested mappings are not allowed in compact mappings at line 8, column 14:"
    }
  ],
  "treeTruncated": false,
  "categoryScores": {
    "data": 3,
    "agent": 0,
    "media": 0,
    "design": 2,
    "browser": 0,
    "devtool": 2,
    "security": 1,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "59 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "skills/ directory with 130 markdown files",
      "weight": 0.75
    },
    {
      "signal": "Claude Code plugin manifest",
      "weight": 0.7
    },
    {
      "signal": ".mcp.json (configures servers it uses)",
      "weight": 0.3
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    ".claude/skills/extract-skill/SKILL.md",
    ".claude/skills/flow-define/SKILL.md",
    ".claude/skills/flow-deliver/SKILL.md",
    ".claude/skills/flow-develop/SKILL.md",
    ".claude/skills/flow-discover/SKILL.md",
    ".claude/skills/flow-parallel/SKILL.md",
    ".claude/skills/flow-spec/SKILL.md",
    ".claude/skills/skill-agent-topology/SKILL.md",
    ".claude/skills/skill-architecture/SKILL.md",
    ".claude/skills/skill-audit/SKILL.md",
    ".claude/skills/skill-authoring/SKILL.md",
    ".claude/skills/skill-code-review/SKILL.md",
    ".claude/skills/skill-content-pipeline/SKILL.md",
    ".claude/skills/skill-context-detection/SKILL.md",
    ".claude/skills/skill-copilot-provider/SKILL.md",
    ".claude/skills/skill-cost-projections/SKILL.md",
    ".claude/skills/skill-coverage-audit/SKILL.md",
    ".claude/skills/skill-debate/SKILL.md",
    ".claude/skills/skill-debug/SKILL.md",
    ".claude/skills/skill-decision-support/SKILL.md",
    ".claude/skills/skill-deck/SKILL.md",
    ".claude/skills/skill-deep-research/SKILL.md",
    ".claude/skills/skill-design-lineage/SKILL.md",
    ".claude/skills/skill-doc-delivery/SKILL.md",
    ".claude/skills/skill-doc-sync/SKILL.md",
    ".claude/skills/skill-doctor/SKILL.md",
    ".claude/skills/skill-factory/SKILL.md",
    ".claude/skills/skill-finish-branch/SKILL.md",
    ".claude/skills/skill-intake/SKILL.md",
    ".claude/skills/skill-intent-contract/SKILL.md",
    ".claude/skills/skill-issues/SKILL.md",
    ".claude/skills/skill-iterative-loop/SKILL.md",
    ".claude/skills/skill-knowledge-work/SKILL.md",
    ".claude/skills/skill-meta-prompt/SKILL.md",
    ".claude/skills/skill-native-escalation-routing/SKILL.md",
    ".claude/skills/skill-parallel-agents/SKILL.md",
    ".claude/skills/skill-prd/SKILL.md",
    ".claude/skills/skill-pressure-test/SKILL.md",
    ".claude/skills/skill-prototype/SKILL.md",
    ".claude/skills/skill-quick/SKILL.md",
    ".claude/skills/skill-resume/SKILL.md",
    ".claude/skills/skill-review-response/SKILL.md",
    ".claude/skills/skill-rollback/SKILL.md",
    ".claude/skills/skill-security-audit/SKILL.md",
    ".claude/skills/skill-security-framing/SKILL.md",
    ".claude/skills/skill-ship/SKILL.md",
    ".claude/skills/skill-staged-review/SKILL.md",
    ".claude/skills/skill-status/SKILL.md",
    ".claude/skills/skill-task-management-v2/SKILL.md",
    ".claude/skills/skill-tdd/SKILL.md",
    ".claude/skills/skill-thought-partner/SKILL.md",
    ".claude/skills/skill-ui-ux-design/SKILL.md",
    ".claude/skills/skill-verification-gate/SKILL.md",
    ".claude/skills/skill-visual-feedback/SKILL.md",
    ".claude/skills/skill-work-slicing/SKILL.md",
    ".claude/skills/skill-writing-plans/SKILL.md",
    ".claude/skills/sys-configure/SKILL.md",
    "skills/flow-define/SKILL.md",
    "skills/flow-deliver/SKILL.md",
    "skills/flow-develop/SKILL.md"
  ],
  "skillMdFetched": 60
}

claude-octopus

它现在处在什么位置Where it stands right now

相关讨论RELATED DISCUSSIONS

它能帮你做成什么What it helps you do

怎么装How to install

限制与风险Limits and risk