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Agent Skill · 研究检索

ln-831-oss-replacer(ln 831 oss 替代品)

ln-831-oss-replacer 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。

ln-831-oss-replacer 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,权限为调用外部服务;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 28,058。

总安装 3,280周安装 134GitHub Stars 441下载 1,061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:ln-831-oss-replacer(ln 831 oss 替代品)
来源仓库:https://github.com/levnikolaevich/claude-code-skills
仓库路径:skills/ln-831-oss-replacer
安装命令:
npx skills add https://github.com/levnikolaevich/claude-code-skills --skill ln-831-oss-replacer
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/levnikolaevich/claude-code-skills --skill ln-831-oss-replacer

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。

用于查找、检索和筛选相关信息。ln-831-oss-replacer 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适合根据关键词或任务场景快速定位候选结果。可结合来源仓库和原始 README 核验具体用法。安装前建议确认权限范围和维护状态。注意是否会触发联网、命令执行或文件读写操作。

来源仓库内路径:skills/ln-831-oss-replacer

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/levnikolaevich/claude-code-skills --skill ln-8…;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

    它需要调用外部服务,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

ln-831-oss-replacer 怎么安装?

在终端执行 npx skills add https://github.com/levnikolaevich/claude-code-skills --skill ln-831-oss-rep…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

ln-831-oss-replacer 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。

ln-831-oss-replacer 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

ln-831-oss-replacer 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。

ln-831-oss-replacer 用的人多吗?

公开数据是累计安装 3,280 次,近一周安装 134 次,下载 1,061 次,GitHub 441 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。

ln-831-oss-replacer 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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

  • 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
ln-831-oss-replacer

ln 831 oss 替代品 · 本页

3,280441调用外部服务未明确有提醒

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

Paths: File paths (shared/, references/, ../ln-*) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. If shared/ is missing, fetch files via WebFetch from https://raw.githubusercontent.com/levnikolaevich/claude-code-skills/master/skills/{path}.

ln-831-oss-replacer

Type: L3 Worker Category: 8XX Optimization

Executes OSS replacement plans from ln-645-open-source-replacer. For each custom module with a viable OSS alternative: install package, rewrite imports, run verification, then keep or discard atomically.


Overview

AspectDetails
InputMigration plan from audit output or a target module
OutputReplaced modules plus a machine-readable modernization summary
Companionln-645-open-source-replacer identifies candidates, ln-831 executes them

Workflow

Phases: Pre-flight -> Load Plan -> Prioritize -> Replace Loop -> Report


Phase 0: Pre-flight Checks

CheckRequiredAction if Missing
Migration plan or target moduleYesBlock replacement
Test infrastructureYesBlock replacement
Package manager availableYesBlock replacement
Workspace baseline safeYesIn managed runs coordinator already prepared it; in standalone runs protect rollback locally

MANDATORY READ: Load shared/references/ci_tool_detection.md for test detection. MANDATORY READ: Load shared/references/mcp_tool_preferences.md and shared/references/mcp_integration_patterns.md

Use hex-line first for local code edits and reads when available, and use hex-graph first when cross-file reference checks materially improve replacement safety. If MCP is unavailable, unsupported, or not indexed, continue with built-in Read/Grep/Glob/Bash and state the fallback in the summary.

Runtime Coordination

Managed runs receive deterministic runId and exact summaryArtifactPath from ln-830. Standalone runs remain supported; if runtime arguments are omitted, generate a standalone run-scoped artifact before returning.


Phase 1: Load Migration Plan

From audit report, extract:

FieldDescription
custom_modulePath to the custom implementation
locLines of code in the custom module
oss_packageRecommended OSS replacement
confidenceHIGH, MEDIUM, or LOW
api_mappingCustom function to OSS equivalent

If no audit report exists, analyze the target module and search Context7 or Ref for viable OSS alternatives.

MANDATORY READ: Load shared/references/research_tool_fallback.md


Phase 2: Prioritize Replacements

PriorityCriteria
1HIGH confidence and >200 LOC
2HIGH confidence and 100-200 LOC
3MEDIUM confidence and >200 LOC
4MEDIUM confidence and 100-200 LOC
SkipLOW confidence

Phase 3: Replace Loop (Keep/Discard)

Per-module cycle:

FOR each replacement candidate:
  1. INSTALL: add the OSS package
  2. REWRITE: update imports and call sites using api_mapping
  3. VERIFY: run tests
     IF tests fail -> DISCARD and revert all changes for this candidate
  4. KEEP: only after verification passes
  5. DELETE: remove old custom module after keep
  6. LOG: record result for the final report

Stop conditions:

ConditionAction
All candidates processedStop and report
3 consecutive discardsWarn and stop for manual review
Test infrastructure itself breaksStop and revert to last known good state
No candidates above confidence thresholdStop and report no viable replacements

Atomic revert on discard:

StepRevert Action
Package installedUninstall it
Files modifiedRestore module files
Lock file changedRestore lock file

Safety rules:

RuleDescription
One module at a timeNever replace multiple modules simultaneously
No API signature driftPublic interfaces must stay compatible
Tests requiredSkip modules with no coverage when risk is unclear
Confidence gateSkip LOW-confidence replacements

Phase 4: Report Results

FieldDescription
sourceAudit report path or target module
candidates_totalTotal replacement candidates
replacements_appliedSuccessfully replaced modules
replacements_discardedFailed replacements with reasons
replacements_skippedSkipped due to low confidence or missing tests
loc_removedTotal lines of custom code removed
packages_addedNew OSS packages installed
details[]Per replacement summary
artifact_pathDurable worker report path, if written

Configuration

Options:
  audit_report: "docs/project/codebase_audit.md"
  target_module: ""
  min_confidence: "MEDIUM"
  run_tests: true
  require_test_coverage: true
  delete_old_module: true

Error Handling

ErrorCauseSolution
Package not foundOSS package name changedSearch current docs for the new package name
API mismatchMapping differs from real library APIQuery docs and retry only if fix is clear
Circular dependencyNew package conflicts with current architectureSkip and report manual follow-up
No test coverageToo risky for automated replacementSkip and report

References

  • ../ln-645-open-source-replacer/SKILL.md
  • shared/references/ci_tool_detection.md
  • shared/references/research_tool_fallback.md

Runtime Summary Artifact

MANDATORY READ: Load shared/references/coordinator_summary_contract.md

Emit a modernization-worker summary envelope.

Managed mode:

  • ln-830 passes deterministic runId and exact summaryArtifactPath
  • write the summary to the provided summaryArtifactPath

Standalone mode:

  • omit runId and summaryArtifactPath
  • write .hex-skills/runtime-artifacts/runs/{run_id}/modernization-worker/ln-831--{identifier}.json

Monitor (2.1.98+): For install + test verification loops expected >30s, use Monitor. Fallback: Bash(run_in_background=true).

Definition of Done

  • Migration plan loaded or target module analyzed
  • Candidates prioritized by confidence and code-reduction value
  • Each replacement executed atomically with keep/discard verification
  • Discarded replacements fully reverted
  • Kept replacements remove old custom code only after verification passes
  • Report captures applied, discarded, skipped replacements, and LOC removed
  • modernization-worker summary artifact written to the managed or standalone path

Version: 1.0.0 Last Updated: 2026-03-08

平台分布

Codex

36.78%
按下载量换算390

Claude

31%
按下载量换算329

Cursor

16.55%
按下载量换算176

Gemini CLI

9.25%
按下载量换算98

安全审计

Gen Agent Trust Hub

通过

Socket

可疑

Snyk

可疑

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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