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Agent Skill · 研究检索

use-finalrun-cli(USE finalrun CLI 搜索)

use-finalrun-cli 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

use-finalrun-cli 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为接触敏感数据;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 72,323。

总安装 188周安装 8GitHub Stars 248下载 66核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:use-finalrun-cli(USE finalrun CLI 搜索)
来源仓库:https://github.com/final-run/finalrun-agent
仓库路径:skills/use-finalrun-cli
安装命令:
npx skills add https://github.com/final-run/finalrun-agent --skill use-finalrun-cli
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/final-run/finalrun-agent --skill use-finalrun-cli

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

use-finalrun-cli 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词或任务场景快速定位候选结果。通过 npx skills add 命令从指定 GitHub 仓库安装并使用。

安装前需确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。建议结合来源仓库和原始 README 核验具体用法和功能边界。

来源仓库内路径:skills/use-finalrun-cli

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/final-run/finalrun-agent --skill use-finalrun-…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要接触敏感数据,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

use-finalrun-cli 怎么安装?

在终端执行 npx skills add https://github.com/final-run/finalrun-agent --skill use-finalrun-cli。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

use-finalrun-cli 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

use-finalrun-cli 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

use-finalrun-cli 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

use-finalrun-cli 用的人多吗?

公开数据是累计安装 188 次,近一周安装 8 次,下载 66 次,GitHub 248 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

use-finalrun-cli 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
use-finalrun-cli

USE finalrun CLI 搜索 · 本页

188248接触敏感数据未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

FinalRun CLI Guide and Operator

You help repo users safely use the published finalrun CLI inside repositories that contain .finalrun/. Default to published CLI usage in app repositories, not monorepo contributor workflows, unless the user explicitly asks for contributor setup.

Prerequisites

Install the published package and confirm the CLI is available:

npm install -g @finalrun/finalrun-agent
finalrun --help

For local Android or iOS execution, use finalrun doctor as the first host-readiness diagnostic.

finalrun doctor

Source of Truth

  • Prefer local CLI help such as finalrun --help, finalrun test --help, and finalrun suite --help.
  • Inspect the actual workspace files under .finalrun/ before giving execution advice.
  • Check .finalrun/config.yaml, .finalrun/env/, .finalrun/tests/, and .finalrun/suites/ before asking questions that the repo can answer.
  • Do not invent unsupported commands such as finalrun init.

Core Workflow

  1. Inspect the workspace and confirm finalrun is available on PATH when command execution matters.
  2. Validate first with finalrun check so selectors, suites, config, env bindings, and app overrides are verified before the user relies on a run result.
  3. Explain the exact finalrun test or finalrun suite command you intend to use, including the selected --env, --platform, and --model when relevant.
  4. Treat validation failures as blockers. Explain the CLI error in plain language and do not pretend the test run happened.
  5. Use finalrun runs to inspect recent run artifacts after validation or execution.
  6. Ask before starting finalrun start-server, because those commands launch background UI behavior.
  7. If the user wants to create or edit YAML tests, suites, or env bindings, route that work to generate-finalrun-test.

Missing Workspace

If .finalrun/ is missing:

  • explain that FinalRun must run from a repository containing .finalrun/
  • clarify that only .finalrun/tests is always required; suites/ is only required for suite-based workflows
  • show the expected structure
  • offer a scaffold plan or route the user to generate-finalrun-test
  • do not claim that the CLI can bootstrap the workspace automatically

Expected structure:

.finalrun/
  tests/      # required
  suites/     # optional unless using `finalrun suite` or `--suite`
  env/        # optional
  config.yaml # optional

Validation and Error Handling

  • finalrun check is the default validation command.
  • Validation is mandatory before the user should trust a test run result.
  • finalrun test and finalrun suite are validation-gated. The CLI validates selectors, suites, config, env bindings, and app overrides before execution starts.
  • If finalrun test or finalrun suite fails during validation, report the CLI error directly in plain language, explain what it means, and stop short of describing the run as executed.
  • Diagnose selector, suite, config, env, and binding problems from CLI output first. Do not guess.

Secret and credential errors require explicit user action:

  • If .finalrun/env/<env>.yaml is missing, malformed, or missing referenced bindings, explain the exact file or binding problem and tell the user to fix the env file or choose the correct --env.
  • If a secret placeholder is malformed, explain that FinalRun requires the exact ${ENV_VAR} form.
  • If a secret references a missing shell environment variable, state the missing variable name and tell the user they must export or set it before validation or execution can succeed.
  • If a spec references an unknown ${secrets.*} or ${variables.*} binding, point to the unresolved binding name and tell the user the env file must declare it.
  • If the provider API key is missing, report the exact required variable for the active model (OPENAI_API_KEY, GOOGLE_API_KEY, or ANTHROPIC_API_KEY). When no default model is configured, recommend a repeat-use setup: add .finalrun/config.yaml with model: google/gemini-3-flash-preview, add export GOOGLE_API_KEY=<your-key> to ~/.zshrc, reload the shell with source ~/.zshrc, and rerun. Mention --api-key only if the user asks for a one-off run.
  • Never invent, infer, write, or silently substitute secret values.

Safety Policy

Safe to run without extra approval when the user asks:

  • finalrun check
  • finalrun doctor
  • finalrun runs

Ask before executing:

  • finalrun test
  • finalrun suite
  • finalrun start-server

Why ask first:

  • test execution can take time and may consume provider credits
  • server commands can start background processes and open the browser

Prefer finalrun suite <path> over finalrun test --suite <path>, but mention that finalrun test --suite <path> remains supported for compatibility.

Command Reference

Validation

  • finalrun check [selectors...]

- validates the .finalrun workspace, selectors, suite manifests, env bindings, and app overrides - supports --env, --platform, --app, and --suite - uses .finalrun/config.yaml env when --env is omitted

Execution

  • finalrun test [selectors...]

- runs one or more specs from .finalrun/tests - supports --env, --platform, --app, --suite, --api-key, --model, --debug, and --max-iterations - uses .finalrun/config.yaml env and model when those flags are omitted - validates before execution starts

  • finalrun suite <suitePath>

- runs one suite manifest from .finalrun/suites - supports --env, --platform, --app, --api-key, --model, --debug, and --max-iterations - uses .finalrun/config.yaml env and model when those flags are omitted - validates before execution starts

Diagnostics

  • finalrun doctor

- checks local Android and iOS host readiness - supports --platform

Reports

  • finalrun runs

- lists local run artifacts for the current workspace - supports --json

  • finalrun start-server

- starts or reuses the local report UI for the current workspace - supports --port and --dev

Explicit CLI flags override .finalrun/config.yaml defaults.

Common CLI Flags

  • --env <name>

- used by check, test, and suite - selects .finalrun/env/<name>.yaml

  • --platform <android|ios>

- used by check, test, suite, and doctor - required when platform cannot be inferred from context or app override

  • --app <path>

- used by check, test, and suite - .apk implies Android and .app implies iOS

  • --model <provider/model>

- used by test and suite - required unless .finalrun/config.yaml already defines model

  • --api-key <key>

- used by test and suite - overrides provider-specific environment variables

  • --debug

- used by test and suite - enables debug logging

  • --max-iterations <n>

- used by test and suite - caps execution iterations before the run aborts

  • --suite <path>

- used by check and test - on test, remains a compatibility path; prefer finalrun suite <path>

  • --port <n>

- used by start-server

  • --dev

- used by start-server - runs the report UI in development mode

Supported Providers and Models

  • Supported providers are openai, google, and anthropic.
  • Use openai/... models from the GPT-5 family and above.
  • Use google/... models from the Gemini 3 family and above.
  • Use anthropic/... models from the Claude Sonnet 4 / Opus 4 families and above.
  • Verify the exact provider/model value with finalrun test --help before using sample run commands.

Common Workflows

Validate an existing workspace:

finalrun check --env dev

Run one spec after validation:

finalrun check auth/login.yaml --env dev --platform android
finalrun test auth/login.yaml --env dev --platform android --model google/gemini-3-flash-preview

Run one suite after validation:

finalrun check --suite smoke.yaml --env dev --platform ios
finalrun suite smoke.yaml --env dev --platform ios --model anthropic/claude-3-7-sonnet

Inspect recent runs:

finalrun runs

Open the report UI:

finalrun start-server

Discover current command and model help:

finalrun --help
finalrun test --help
finalrun suite --help

Troubleshooting

Diagnose from the actual CLI output first. Do not guess.

  • Missing .finalrun/

- explain that FinalRun must run from a repository containing .finalrun/

  • Missing .finalrun/tests/

- explain that this directory is required by the CLI

  • Missing or ambiguous env files

- verify whether .finalrun/env/ exists - if multiple env files exist and the selection is ambiguous, tell the user to choose --env <name> explicitly

  • Unknown env bindings

- explain which ${variables.*} or ${secrets.*} bindings are unresolved - tell the user the env file must declare them

  • Malformed or missing secrets

- malformed placeholders must use the exact ${ENV_VAR} form - missing shell environment variables must be exported by the user before validation or execution - do not write or infer secret values

  • Missing provider API keys

- openai/... uses OPENAI_API_KEY - google/... uses GOOGLE_API_KEY - anthropic/... uses ANTHROPIC_API_KEY - recommend .finalrun/config.yaml with model: google/gemini-3-flash-preview when no default model is configured - recommend export GOOGLE_API_KEY=<your-key> in ~/.zshrc for the default setup path - tell the user to reload the shell with source ~/.zshrc and rerun - mention --api-key only if they want a one-off run

  • Invalid .finalrun/config.yaml

- point to the YAML or config error directly

  • Selector and suite resolution failures

- finalrun test auth/login.yaml resolves from .finalrun/tests/auth/login.yaml - finalrun suite smoke.yaml resolves from .finalrun/suites/smoke.yaml - explicit .finalrun/tests/... and .finalrun/suites/... paths still work

  • App override and platform mismatch

- .apk overrides require Android - .app overrides require iOS - tell the user to fix the path or --platform mismatch instead of ignoring it

  • Host readiness issues

- use finalrun doctor as the default local environment diagnostic

Coordination with generate-finalrun-test

This skill is for CLI usage, validation, execution, reporting, and troubleshooting.

If the user asks to:

  • create a new YAML test
  • update a suite manifest
  • add or change .finalrun/env/*.yaml bindings
  • plan a new test flow

route that work to generate-finalrun-test.

This skill may explain where the CLI expects those files and how selectors resolve, but it should not duplicate the YAML authoring workflow.

平台分布

Codex

34.89%
按下载量换算23

Claude

30.4%
按下载量换算20

Cursor

18.81%
按下载量换算12

Gemini CLI

9.19%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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