Triage
TalAter/annyang
Triage and close GitHub issues on TalAter/annyang. An agent skill from TalAter/annyang.
逸尘自用的互联网研究总入口。用于跨平台且跨阶段、用户尚未确定工具，或明确要求对公司、产品、人物、技术、行业和领域做横纵分析、发展史加现状对比或有来源约束的系统深度研究；先生成有截止日期和证据闸门的计划，再把搜索发现、候选核验、有限归档、按需转写和证据综合路由到…
Install Yichen Web Research
$ npx skills add mcncarl/yichen-skills --skill yichen-web-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mcncarl/yichen-skills yichen-web-research --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-web-research .claude/skills/yichen-web-research && 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-web-research" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-web-research into .claude/skills/yichen-web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-web-research", 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-web-researchType 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-web-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mcncarl/yichen-skills yichen-web-research --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-web-research .agents/skills/yichen-web-research && 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-web-research" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-web-research into .agents/skills/yichen-web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-web-research", 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-web-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mcncarl/yichen-skills yichen-web-research --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-web-research .cursor/skills/yichen-web-research && 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-web-research" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-web-research into .cursor/skills/yichen-web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-web-research", 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-web-research--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-web-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mcncarl/yichen-skills yichen-web-research --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-web-research .gemini/skills/yichen-web-research && 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-web-research" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-web-research into .gemini/skills/yichen-web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-web-research", 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-web-researchInstalls 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-web-research -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-web-research .github/skills/yichen-web-research && 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-web-research" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-web-research into .github/skills/yichen-web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-web-research", 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-web-research -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-web-research --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-web-research .opencode/skills/yichen-web-research && 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-web-research" agent skill from https://github.com/mcncarl/yichen-skills/tree/main/yichen-web-research into .opencode/skills/yichen-web-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "yichen-web-research", 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-web-research- GitHub stars
- 4.3k
- Token cost
- ~1.9k tokens
- SKILL.md length
- 379 words
- Files
- 15 (incl. scripts, references)
- Skills in repo
- 19
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
逸尘自用的互联网研究总入口。用于跨平台且跨阶段、用户尚未确定工具，或明确要求对公司、产品、人物、技术、行业和领域做横纵分析、发展史加现状对比或有来源约束的系统深度研究；先生成有截止日期和证据闸门的计划，再把搜索发现、候选核验、有限归档、按需转写和证据综合路由到…
- Works in 8 steps: 建立研究 brief，固定… → 联网前运行纯离线计划器 → 只有… → …
- An internet-research request spans multiple stages
- SKILL.md covers 何时使用总入口, 固定流程, 横纵研究模式 and 后端定位, plus 5 more sections
- Runs Python scripts from its folder; calls python3; needs FIRECRAWL_API_KEY
What it does
Yichen Web Research is an agent skill from mcncarl/yichen-skills. 逸尘自用的互联网研究总入口。用于跨平台且跨阶段、用户尚未确定工具，或明确要求对公司、产品、人物、技术、行业和领域做横纵分析、发展史加现状对比或有来源约束的系统深度研究；先生成有截止日期和证据闸门的计划，再把搜索发现、候选核验、有限归档、按需转写和证据综合路由到 yichen-unified-search、yichen-content-archive、yichen-bookmarks-export 与 yichen-asr。若用户只要求搜索、只处理已知链接、只导出私人收藏或只转写已有音视频，应直接使用对应子 Skill。Use when an internet-research request spans multiple stages, requires evidence-grounded longitudinal and cross-sectional synthesis, the correct child route is unclear, or the user explicitly invokes $yichen-web-research.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 18 other files, including scripts and reference files (for example `README.md`, `agents/openai.yaml` and `references/backend-readiness.md`).
It sits in AI & LLM Engineering, covering Speech recognition and synthesis.
When your agent uses it
- An internet-research request spans multiple stages
- Requires evidence-grounded longitudinal and cross-sectional synthesis
- The correct child route is unclear
- The user explicitly invokes $yichen-web-research
Example prompts
- “/yichen-web-research”
Requirements
- Python 3
- A credential in FIRECRAWL_API_KEY
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- 建立研究 brief，固定 subject、goal、object_type、subtype、as_of、start_date、geography、audience 和 languages。这些 key 必须出现；未知值保持…
- 联网前运行纯离线计划器
- 只有 coverage_dimensions.query_group_matrix.status=ready 时，才把计划中各 workstream 的 query_groups 交给 $yichen-unified-search。query_text…
- 搜索 envelope 只是候选交接包。只有打开原文并逐主张核对后才标为 verified；搜索摘要、AI 摘要、排名和 opened_original=true 均不能单独证明事实。
- 只有用户明确要求持久化原文或下载媒体，且范围已限定时，才通过 $yichen-content-archive 的独立安全门。搜索完成本身绝不转移归档授权。
- 写作前把 canonical plan、绑定同一 plan_id 与 workstream 的 envelopes、来源 annotations、原子 claims 和 retained gaps 组成 bundle，运行纯离线整理器
- 只有 scope_complete、逐 workstream 基础 claim、非空 timeline、非空 cross-sectional matrix、逐地区/语言 coverage、矛盾处理、横纵交汇和三情景等结构门全部满足时才写正式报告。任何…
- 普通缺口输出 blocking。只有真实的 coverage/claim gap 已执行至少两条结构化补搜，且每条 query_or_path 与 route 均彼此不同，并提供 impact、disclosure、bounded_conclusion，才可输出…
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 4 files in scripts/ (Python), 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 these keys or tokens, usually read from environment variables:
FIRECRAWL_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Yichen Web Research loads about 1.9k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 126 tokens; SKILL.md has 379 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 379 words (~1,914 tokens).
- name
- yichen-web-research
Files
SKILL.md and 14 other files (scripts, references) in yichen-web-research of mcncarl/yichen-skills.
- SKILL.md
- README.md
- agents/openai.yaml
- references/backend-readiness.md
- references/hengzong-execution-contract.md
- references/hengzong-research.md
- scripts/assemble_hengzong_evidence.py
- scripts/doctor_yichen.py
- scripts/plan_hengzong_research.py
- scripts/validate_family.py
- tests/test_doctor_integrations.py
- tests/test_hengzong_evidence.py
- tests/test_hengzong_plan.py
- tests/test_router_contract.py
- tests/trigger_matrix.json
Open the folder on GitHubat commit 9bd7898
Compare with similar skills
Yichen Web Research 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 Web Research this skillmcncarl/yichen-skills | 4.3k | — | ~1.9k | Automated safety check: Pass | Custom licence | |
| TriageTalAter/annyang | 6.8k | 1 repos | ~810 | Automated safety check: Notes | MIT | |
| Dingtalk MinutesDingTalk-Real-AI/dingtalk-workspace-cli | 3.2k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Youtube FetcherJimmySadek/youtube-fetcher-to-markdown | 485 | — | ~3.1k | Automated safety check: Pass | MIT | |
| Volcengine Asrysyecust/lecture-to-notes | 270 | — | ~783 | Automated safety check: Pass | Custom licence | |
| Watchtaoufik123-collab/claude-watch | 935 | 1 repos | ~5.8k | Automated safety check: Warn | MIT |
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DingTalk-Real-AI/dingtalk-workspace-cli
钉钉 AI 听记。Use when 查询或修改听记摘要、完整逐字稿、关键词、标签、行动项、录音、上传、思维导图、发言人洞察、ASR 热词/识别词配置或分享权限。写文档走 dingtalk-doc；建待办走 dingtalk-todo；日程走 dingtalk-calendar。命令前缀：dws minutes。
Youtube Fetcher
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Retrieve transcripts from YouTube, Instagram, TikTok, X, Vimeo and other video sites, summarize or analyze what was said (and shown on screen), or save an Obsidian-ready Markdown knowledge-base note…
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Transcribe local audio or video with Volcengine Doubao file ASR, including BigASR 1.0 Turbo direct upload and asynchronous 1.0 standard, 1.0 idle, or 2.0 standard jobs through TOS.
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taoufik123-collab/claude-watch
Watch a video (URL or local path) like an editor. An agent skill from taoufik123-collab/claude-watch.
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Add or modify end-of-speech integrations in assistant-api with strict separation from VAD internals.
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Related
Categories
Questions about Yichen Web Research
What does Yichen Web Research do?
逸尘自用的互联网研究总入口。用于跨平台且跨阶段、用户尚未确定工具，或明确要求对公司、产品、人物、技术、行业和领域做横纵分析、发展史加现状对比或有来源约束的系统深度研究；先生成有截止日期和证据闸门的计划，再把搜索发现、候选核验、有限归档、按需转写和证据综合路由到…. Yichen Web Research is an agent skill from mcncarl/yichen-skills. 逸尘自用的互联网研究总入口。用于跨平台且跨阶段、用户尚未确定工具，或明确要求对公司、产品、人物、技术、行业和领域做横纵分析、发展史加现状对比或有来源约束的系统深度研究；先生成有截止日期和证据闸门的计划，再把搜索发现、候选核验、有限归档、按需转写和证据综合路由到 yichen-unified-search、yichen-content-archive、yichen-bookmarks-export 与 yichen-asr。若用户只要求搜索、只处理已知链接、只导出私人收藏或只转写已有音视频，应直接使用对应子 Skill。Use when an internet-research request spans multiple stages, requires evidence-grounded longitudinal and cross-sectional synthesis, the correct child route is unclear, or the user explicitly invokes $yichen-web-research.
When should I use Yichen Web Research?
Yichen Web Research fits situations like: an internet-research request spans multiple stages; requires evidence-grounded longitudinal and cross-sectional synthesis; the correct child route is unclear; the user explicitly invokes $yichen-web-research.
How do I install Yichen Web Research in Claude Code?
Run `npx skills add mcncarl/yichen-skills --skill yichen-web-research -a claude-code`. Or copy the skill folder (yichen-web-research in mcncarl/yichen-skills) into .claude/skills/yichen-web-research in your project. Claude Code loads it when a task matches its description.
How do I install Yichen Web Research in Codex?
Run `npx skills add mcncarl/yichen-skills --skill yichen-web-research -a codex`. Or copy the skill folder (yichen-web-research in mcncarl/yichen-skills) into .agents/skills/yichen-web-research in your project. Codex loads it when a task matches its description.
Can I use Yichen Web Research 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-web-research -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-web-research, .gemini/skills/yichen-web-research, .github/skills/yichen-web-research and .opencode/skills/yichen-web-research in your project.
What does Yichen Web Research need to run?
Going by SKILL.md and its folder, Yichen Web Research needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named FIRECRAWL_API_KEY. Our summary lists: Python 3; A credential in FIRECRAWL_API_KEY.
Does Yichen Web Research 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 Web Research 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 Web Research use?
Yichen Web Research 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 Web Research use?
About 1.9k tokens (SKILL.md is roughly 7.7k 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 8.8k tokens, read only when the agent opens those files.
What are the alternatives to Yichen Web Research?
Skills that share tags, products or a category with Yichen Web Research: Triage (TalAter/annyang, 6.8k stars), Dingtalk Minutes (DingTalk-Real-AI/dingtalk-workspace-cli, 3.2k stars), Youtube Fetcher (JimmySadek/youtube-fetcher-to-markdown, 485 stars) and Volcengine Asr (ysyecust/lecture-to-notes, 270 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Yichen Web Research?
mcncarl (a GitHub user) maintains it in mcncarl/yichen-skills, which has 4,331 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.