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Agent Skill · 研究检索

iterating(iterating 搜索)

iterating 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。

iterating 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 48,434。

总安装 689周安装 29GitHub Stars 118下载 241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:iterating(iterating 搜索)
来源仓库:https://github.com/oaustegard/claude-skills
仓库路径:skills/iterating
安装命令:
npx skills add https://github.com/oaustegard/claude-skills --skill iterating
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/oaustegard/claude-skills --skill iterating

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,快速定位候选结果。适合在关键词、任务场景或来源线索明确时使用。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,以及是否会触发联网或命令执行。注意检查是否会触发文件读写或高风险操作。

iterating 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/iterating

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/oaustegard/claude-skills --skill iterating;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

iterating 怎么安装?

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

iterating 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。

iterating 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。

iterating 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。

iterating 用的人多吗?

公开数据是累计安装 689 次,近一周安装 29 次,下载 241 次,GitHub 118 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。

iterating 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
iterating

iterating 搜索 · 本页

689118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

Iterating

Maintain context across multiple sessions by persisting state in Work Logs.

Environment Detection

Detect environment and load appropriate reference:

if [ "$CLAUDE_CODE_REMOTE" = "true" ]; then
  # Claude Code on the Web (CCotw) - writes to GitHub
  # Read: references/ccotw-environment.md
elif [ -n "$CLAUDE_CODE_REMOTE" ]; then
  # Claude Code CLI - writes to local filesystem
  # Read: references/codecli-environment.md
elif [ -x "$(command -v osascript)" ] && [ -d "/Applications/Claude.app" ]; then
  # Claude Desktop - may write to disk OR output for download
  # Read: references/desktop-environment.md
else
  # Claude.ai (web/chat/native app) - outputs for download
  # Read: references/chat-environment.md
fi

See environment-specific reference for persistence and retrieval details.

Critical: Checkpoint Pattern

The iterating skill enforces a checkpoint-and-save pattern to prevent work loss:

  1. Create/Update WorkLog → Output for user → STOP
  2. User saves WorkLog to project knowledge (survives conversation limits)
  3. User says "continue" (same or new conversation)
  4. Make incremental progress on ONE item → Update WorkLog → STOP
  5. Repeat

Why this matters:

  • Prevents token exhaustion mid-task
  • Survives 5-hour conversation limits
  • Allows user to review progress before continuing
  • Creates natural save points
  • Enables work across multiple conversations

NEVER skip the STOP step - going "full waterfall" defeats the entire purpose of iterating.

WorkLog Format

---
version: v1
status: in_progress
---

# [Project Name] Work Log

## v1 | YYYY-MM-DD HH:MM | Title

**Prev:** [previous context OR "Starting new work"]
**Now:** [current goal]

**Progress:** [X% complete OR milestone status]

**Files:**
- `path/to/file.ext` (Why this file matters)
  - L45-67: [What to examine/change here]
  - L123-145: [Another area, specific issue]

**Work:**
+: [additions with file:line]
~: [changes with file:line]
!: [fixes with file:line]

**Decisions:**
- [what]: [why] (vs [alternatives])

**Works:** [effective approaches]
**Fails:** [ineffective approaches, why]

**Blockers:** [None OR specific blocker with owner/ETA]

**Next:**
- [HIGH] [Critical action item]
- [MED] [Important but not urgent]
- [LOW] [Nice to have]

**Open:** [questions needing answers]

Core Workflow

Starting new work:

  1. Detect environment
  2. Create WorkLog v1 with task objective, decisions, file references, next steps
  3. Persist using environment-specific method
  4. STOP - Present WorkLog to user

- Explain what's planned - Tell user to save WorkLog to project knowledge - Wait for user to say "continue" before doing ANY work

Continuing work:

  1. Detect environment
  2. Retrieve WorkLog using environment-specific method OR recognize pasted WorkLog
  3. Parse latest version and status
  4. Acknowledge: "From WorkLog vN, status: [status]. Progress: [X%]. Working on: [specific HIGH item]"
  5. Execute ONE HIGH priority item (not all of them!)
  6. Update WorkLog, increment version
  7. Persist using environment-specific method
  8. STOP - Present updated WorkLog to user

- Summarize what was completed - Tell user to save updated WorkLog - Wait for user to say "continue" before next item

Recognizing pasted WorkLog: If user pastes content with WorkLog frontmatter at conversation start:

  1. Parse version and status from YAML
  2. Acknowledge: "From WorkLog vN, status: [status]. Task: [objective]. Next: [HIGH item]"
  3. Continue workflow from step 5 above

Version Management

  • Simple incremental: v1 → v2 → v3
  • Frontmatter: version: vN (required)
  • Filename: WorkLog vN.md (optional)
  • Multiple files: Use highest version number

Status States

  • in_progress: Active work continuing
  • blocked: Waiting on external dependency/decision
  • needs_review: Ready for human inspection
  • completed: Task finished

Priority System

Next steps must be prioritized:

  • [HIGH]: Critical items blocking other work
  • [MED]: Important but not urgent
  • [LOW]: Nice-to-have improvements

Claude works on ONE HIGH priority item per iteration unless told otherwise.

Incremental progress pattern:

  • Pick ONE HIGH item from WorkLog
  • Complete that specific item
  • Update WorkLog with progress
  • STOP for user to save
  • User says "continue" → Pick next HIGH item
  • Repeat

This prevents token exhaustion and enables natural checkpoints.

File References

Use relative paths from project root with line ranges:

**Files:**
- `src/auth/oauth.ts` (OAuth implementation needs refactoring)
  - L45-67: Current token validation logic
  - L123-145: Refresh token handling (race condition on L134)

Critical: Use relative paths, NOT absolute /home/claude/ paths (fresh compute each session).

Progress Tracking

Always include progress indicators (token/quota constraints may prevent completing full plan):

**Progress:** 60% complete

Or for longer projects:

**Progress:** Phase 2/3 | Auth ✅ | Payments 50% 🔄 | UI ⏳

What to Document

Include:

  • Key decisions with rationale and alternatives
  • Effective and ineffective approaches
  • Important discoveries
  • File references with line ranges
  • Next steps with priorities
  • Progress indicators
  • Blockers with owner/ETA

Don't include:

  • Minor code changes (use git)
  • Obvious information
  • Raw data dumps
  • Implementation details (use code comments)

User Communication

After creating WorkLog:

  • "Created WorkLog v1. Please save this to project knowledge."
  • "Ready to start when you say 'continue'."

After completing an item:

  • "Completed [item]. Updated WorkLog to vN."
  • "Please save updated WorkLog to project knowledge."
  • "Ready for next item when you say 'continue'."

When continuing:

  • "From WorkLog vN, status: [status]. Progress: [X%]."
  • "Working on: [specific HIGH item]"

Status changes:

  • "Updated WorkLog status to [new_status]: [reason]"
  • "Please save updated WorkLog."

NEVER say: "Now I'll continue with the next item..." - Always STOP and wait for user.

Advanced Patterns

Read references/advanced-patterns.md when:

  • Working on projects spanning 5+ sessions
  • User mentions "debugging strategy", "hypothesis tracking", or "decision evolution"
  • Managing multiple concurrent workstreams
  • User asks about long-running project patterns
  • Blocked on complex issues requiring systematic approach

Otherwise skip - basic workflow above is sufficient for most cases.

Reference Documentation

平台分布

Codex

35.91%
按下载量换算87

Claude

31.53%
按下载量换算76

Cursor

20.59%
按下载量换算50

Gemini CLI

9.9%
按下载量换算24

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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