SKILLS & AGENTS/Skill 与 Agent·MCP-SERVER

bifrost

maximhq/bifrost

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

打开仓库Open repository 官网Homepage

怎么装：Install: npx -y @maximhq/bifrost

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

+0.2%+0.2%

8.5k → 8.5k stars · 2 个快照8.5k → 8.5k stars · 2 snapshots

讨论DISCUSSION

1 SOURCES1 SOURCES

3 条外部提及3 external mentions

状态STATUS

持续活跃Active

质量 AQuality A

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

NPX

$

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

DOCKER

$

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

需检查Needs review

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/maximhq/bifrost
原始数据哈希Raw data hash: 5e177a8fab1569237e4344f8a97bd156
解析时间Parsed at: 2026-10-04T23:15:20.178Z
最后一次验证Last verified: 2026-10-04T08:53:33.891Z
增长测量时间Growth measured: —
发现查询Discovery queries: focus:token:repo:topic-llm-cost
分类来源Category source: rules
焦点Focus: token (5)

静态扫描STATIC SCAN

01执行 Shell 命令Runs shell commands.claude/skills/add-pricing-field/SKILL.md
```
allowed-tools: Bash
```
02读写本地文件Reads and writes local files.claude/skills/add-pricing-field/SKILL.md
```
allowed-tools: Edit
```
03读写本地文件Reads and writes local files.claude/skills/add-pricing-field/SKILL.md
```
allowed-tools: Write
```
04执行 Shell 命令Runs shell commands.claude/skills/api-validator/SKILL.md
```
allowed-tools: Bash
```

05控制浏览器Controls a browser.claude/skills/e2e-test/SKILL.md

description: Write, run, debug, audit, and auto-update Playwright E2E tests for the Bifrost UI. Use when asked to create new E2E tests, add

06控制浏览器Controls a browser.claude/skills/investigate-issue/SKILL.md

Common libraries: `mark3labs/mcp-go` (MCP protocol), `stretchr/testify` (test assertions), `react` (UI framework), `playwright` (E2E testing

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/"
    }
  ],
  "apiKey": "Is with real credentials (`OPENAI_API_KEY`, `AWS_SECRET_ACCESS_KEY`, and ~20 othe",
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 7,
      "dev-tools": 0,
      "indie-web": 0,
      "skill-agent": 3,
      "productivity": 0
    },
    "primary": "skill-agent",
    "secondary": "mcp-server"
  },
  "localRuntime": "ateway ```bash # Install and run locally npx -y @maximhq/bifrost # Or use Docke",
  "skillMdTotal": 15,
  "skillMdErrors": [
    {
      "path": ".claude/skills/e2e-test/SKILL.md",
      "error": "no frontmatter"
    },
    {
      "path": ".claude/skills/resolve-pr-comments/SKILL.md",
      "error": "no frontmatter"
    }
  ],
  "treeTruncated": false,
  "categoryScores": {
    "data": 1,
    "agent": 0,
    "media": 0,
    "design": 1,
    "browser": 0,
    "devtool": 0,
    "security": 1,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "13 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "skills/ directory with 29 markdown files",
      "weight": 0.75
    },
    {
      "signal": "MCP topic + README",
      "weight": 0.6
    },
    {
      "signal": "description mentions AI",
      "weight": 0.2
    }
  ],
  "scannedSources": [
    "readme",
    ".claude/skills/add-pricing-field/SKILL.md",
    ".claude/skills/api-validator/SKILL.md",
    ".claude/skills/changelog-writer/SKILL.md",
    ".claude/skills/docs-writer/SKILL.md",
    ".claude/skills/e2e-test/SKILL.md",
    ".claude/skills/harness-test-writer/SKILL.md",
    ".claude/skills/helm-update/SKILL.md",
    ".claude/skills/investigate-issue/SKILL.md",
    ".claude/skills/release-checklist/SKILL.md",
    ".claude/skills/resolve-pr-comments-stack/SKILL.md",
    ".claude/skills/resolve-pr-comments/SKILL.md",
    ".claude/skills/review-pr/SKILL.md",
    ".claude/skills/security-audit/SKILL.md",
    ".claude/skills/split-commit-into-stack/SKILL.md",
    ".claude/skills/stack-absorb/SKILL.md"
  ],
  "skillMdFetched": 15
}

bifrost

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