Firecrawl Scrape
firecrawl/skills
Read a known webpage or execute a discovered workflow or data-provider capability.
统一编排关键词驱动的公共网页、AI 最新动态、垂直领域和社交平台搜索，返回标准化候选；支持有界 X Research、显式站点 Map，以及本次搜索所得候选的轻量核验。不用于读取或下载用户直接给出的已知 URL，此类任务使用 yichen-content-archive。
Install Yichen Unified Search
$ npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mcncarl/yichen-skills yichen-unified-search --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/yichen-unified-search .claude/skills/yichen-unified-search && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "yichen-unified-search" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-unified-search into .claude/skills/yichen-unified-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-unified-search", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mcncarl/yichen-skills/tree/main/yichen-unified-searchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mcncarl/yichen-skills yichen-unified-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/yichen-unified-search .agents/skills/yichen-unified-search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "yichen-unified-search" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-unified-search into .agents/skills/yichen-unified-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-unified-search", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mcncarl/yichen-skills yichen-unified-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/yichen-unified-search .cursor/skills/yichen-unified-search && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "yichen-unified-search" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-unified-search into .cursor/skills/yichen-unified-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-unified-search", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mcncarl/yichen-skills.git --path yichen-unified-search--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mcncarl/yichen-skills yichen-unified-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/yichen-unified-search .gemini/skills/yichen-unified-search && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "yichen-unified-search" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-unified-search into .gemini/skills/yichen-unified-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-unified-search", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mcncarl/yichen-skills yichen-unified-searchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/yichen-unified-search .github/skills/yichen-unified-search && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "yichen-unified-search" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-unified-search into .github/skills/yichen-unified-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-unified-search", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mcncarl/yichen-skills yichen-unified-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mcncarl/yichen-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/yichen-unified-search .opencode/skills/yichen-unified-search && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "yichen-unified-search" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-unified-search into .opencode/skills/yichen-unified-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-unified-search", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
yichen-unified-search- GitHub stars
- 4.4k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 279 words
- Files
- 33 (incl. scripts, references)
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
统一编排关键词驱动的公共网页、AI 最新动态、垂直领域和社交平台搜索，返回标准化候选；支持有界 X Research、显式站点 Map，以及本次搜索所得候选的轻量核验。不用于读取或下载用户直接给出的已知 URL，此类任务使用 yichen-content-archive。
- Works in 6 steps: 根据路由读取 references/routes.md… → 只执行计划中的后端。AnySearch 使用… → AI HOT、AnySearch、显式 Firecrawl… → …
- Data & Analytics work in your project
- SKILL.md covers 固定边界, 离线路由, 执行与核验 and 登录态与 X Research, plus 1 more section
- Runs Python scripts from its folder; calls python3
What it does
Yichen Unified Search is an agent skill from mcncarl/yichen-skills. 统一编排关键词驱动的公共网页、AI 最新动态、垂直领域和社交平台搜索，返回标准化候选；支持有界 X Research、显式站点 Map，以及本次搜索所得候选的轻量核验。不用于读取或下载用户直接给出的已知 URL，此类任务使用 yichen-content-archive。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 35 other files, including scripts and reference files (for example `README.md`, `README.zh.md` and `agents/openai.yaml`).
It sits in Data & Analytics. It works with Firecrawl.
When your agent uses it
- Data & Analytics work in your project
Example prompts
- “/yichen-unified-search”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- 根据路由读取 references/routes.md 中对应后端的参数与限制；不要默认加载全部平台细节。X、多后端或登录态路线先运行 ${YICHEN_SKILLS_ROOT}/yichen-web-research/scripts/doctor_yichen.py；Open…
- 只执行计划中的后端。AnySearch 使用 anysearch_adapter.py（读取现有 runtime.conf），AI HOT 使用 aihot_search.py，知乎使用 zhihu_adapter.py search|hot，微博使用…
- AI HOT、AnySearch、显式 Firecrawl 不可用时报告错误，只有用户同意后才改换公共网页后端。已有明确登录态例外见下一节；不要扩大例外。
- 按 candidate-schema.md 交接候选、routes、coverage、errors。非空原始结果无法解析必须记为错误；保留真实后端、原始 URL、时间限制和登录态。AI HOT 异常条目计入 rejected_count，全部异常为 failed，部分异常为…
- X 按 tweet_id、再 canonical URL 去重；其他平台按 URL 去重，并保留命中查询与来源。标题/作者/时间均高度一致才合并近重复；互动量不能证明事实。
- 搜索卡片、AI HOT 的 AI 摘要都只是线索。最终引用前打开原文核验具体主张。本轮 AnySearch 核验必须向 anysearch_adapter.py verify --candidate-from-search 提供带有效 HMAC 回执的完整 candidate…
What it can do on your machine
Read from SKILL.md and the folder at commit 9bd7898. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 10 files in scripts/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Yichen Unified Search loads about 1.1k tokens when it runs, and up to ~13k if it reads all its reference files. Until then it costs about 40 tokens; SKILL.md has 279 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 279 words (~1,133 tokens).
“按“确定范围 → 离线路由 → 执行候选搜索 → 标准化与核验”处理任务。保留用户指定的平台、关键词和时间，不把候选当成已核实事实。”
- name
- yichen-unified-search
Files
SKILL.md and 32 other files (scripts, references) in yichen-unified-search of mcncarl/yichen-skills.
- SKILL.md
- README.md
- README.zh.md
- agents/openai.yaml
- references/THIRD_PARTY_NOTICES.md
- references/access-boundaries.md
- references/candidate-schema.md
- references/routes.md
- scripts/aihot_search.py
- scripts/anysearch_adapter.py
- scripts/firecrawl_adapter.py
- scripts/fxtwitter_search.py
- scripts/grok_x_result_adapter.py
- scripts/public_urls.py
- scripts/route_search.py
- scripts/search_policy.py
- scripts/weibo_adapter.py
- scripts/x_research_merge.py
- … and 15 more
Open the folder on GitHubat commit 9bd7898
Compare with similar skills
Yichen Unified Search next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Yichen Unified Search this skillmcncarl/yichen-skills | 4.4k | — | ~1.1k | Automated safety check: Pass | Custom licence | |
| Firecrawl Scrapefirecrawl/skills | 117 | — | ~1.8k | Automated safety check: Pass | ISC | |
| Firecrawl Agentfirecrawl/skills | 117 | — | ~1.2k | Automated safety check: Pass | ISC | |
| Firecrawl Company Directoriesfirecrawl/skills | 117 | — | ~557 | Automated safety check: Pass | ISC | |
| Firecrawl Competitive Intelfirecrawl/skills | 117 | — | ~604 | Automated safety check: Pass | ISC | |
| Firecrawlzapier/connectors | 177 | — | ~4.2k | Automated safety check: Pass | Elastic-2.0 |
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Related
Works with
Categories
Questions about Yichen Unified Search
What does Yichen Unified Search do?
统一编排关键词驱动的公共网页、AI 最新动态、垂直领域和社交平台搜索，返回标准化候选；支持有界 X Research、显式站点 Map，以及本次搜索所得候选的轻量核验。不用于读取或下载用户直接给出的已知 URL，此类任务使用 yichen-content-archive。. Yichen Unified Search is an agent skill from mcncarl/yichen-skills.
When should I use Yichen Unified Search?
Yichen Unified Search fits situations like: data & Analytics work in your project.
How do I install Yichen Unified Search in Claude Code?
Run `npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a claude-code`. Or copy the skill folder (yichen-unified-search in mcncarl/yichen-skills) into .claude/skills/yichen-unified-search in your project. Claude Code loads it when a task matches its description.
How do I install Yichen Unified Search in Codex?
Run `npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a codex`. Or copy the skill folder (yichen-unified-search in mcncarl/yichen-skills) into .agents/skills/yichen-unified-search in your project. Codex loads it when a task matches its description.
Can I use Yichen Unified Search in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mcncarl/yichen-skills --skill yichen-unified-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/yichen-unified-search, .gemini/skills/yichen-unified-search, .github/skills/yichen-unified-search and .opencode/skills/yichen-unified-search in your project.
What does Yichen Unified Search need to run?
Going by SKILL.md and its folder, Yichen Unified Search needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Yichen Unified Search access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Yichen Unified Search safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Yichen Unified Search use?
Yichen Unified Search has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Yichen Unified Search use?
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 12k tokens, read only when the agent opens those files.
What are the alternatives to Yichen Unified Search?
Skills that share tags, products or a category with Yichen Unified Search: Firecrawl Scrape (firecrawl/skills, 117 stars), Firecrawl Agent (firecrawl/skills, 117 stars), Firecrawl Company Directories (firecrawl/skills, 117 stars) and Firecrawl Competitive Intel (firecrawl/skills, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Yichen Unified Search?
mcncarl (a GitHub user) maintains it in mcncarl/yichen-skills, which has 4,362 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 4, 2026.
Source: mcncarl/yichen-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.