industry-brief
Generates industry and role reference reading (行业与岗位通识) for a target job — landscape, role expectations, must-know concepts, high-frequency interview topics, quotable viewpoints with sources — written to the workspace library/ folder. Use when the user asks for 行业通识 / 岗位认知 / 这个行业
Supply asset profile
Research and knowledge work
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add YunyueLi/greenroom --skill industry-brief
Maintenance
fresh
Pushed today
Risk
Needs review
Low GitHub adoption signal
GitHub quality
11
57/100 Quality · 75/100 Trust
Coverage tags
Review notes
Low GitHub adoption signal · Quality score needs review
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
11 GitHub stars
Repo activity
11 stars, 1 forks
Maintenance
Pushed today
License
AGPL-3.0
Install
npx skills add YunyueLi/greenroom --skill industry-brief
Install safety
standard package or runtime install path
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Usable metadata, review docs
Risk summary
Review before production
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 11 GitHub stars
- Stars/forks activity: 11 stars, 1 forks; issue activity unavailable in current metadata
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Search sources
Suited agents
Install decision
- Command
- npx skills add YunyueLi/greenroom --skill industry-brief
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 67/100
- Audit
- 77/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add YunyueLi/greenroom --skill industry-briefDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
- Quality score needs review
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Agent safety v2
61/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- Low GitHub adoption signal
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install yunyueli-industry-briefAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20industry-brief%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20industry-brief%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/yunyueli-industry-brief/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use industry-brief in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20industry-brief%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/yunyueli-industry-brief/install
Install command: npx skills add YunyueLi/greenroom --skill industry-brief
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/yunyueli-industry-brief/install
LLM text format
/api/skills/yunyueli-industry-brief/install?format=text
Find alternatives
/api/skills/search?q=industry-brief&limit=3
Agent prompt
Use industry-brief for this task. Review https://www.openagentskill.com/api/skills/yunyueli-industry-brief/install, then install with: npx skills add YunyueLi/greenroom --skill industry-briefRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/yunyueli-industry-brief
LLM text
/api/registry/manifest/yunyueli-industry-brief?format=text
Install alias
/api/registry/install/yunyueli-industry-brief
Recommend
/api/registry/recommend?task=Use%20industry-brief%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
Needs review · 77/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Needs validation for Research agents
Do a manual repository review before adding this to an agent workflow.
Role in stack
Needs validation
Primary fit
Research agents
Trust label
Needs manual review
Install path
Command ready
Use when
- Research agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 57/100 quality profile
review first
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
Implementation path
- 1Install it in a sandbox agent and run one Research agents task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX11 GitHub stars
Stars/forks activity
FIX11 stars, 1 forks; issue activity unavailable in current metadata
Recent maintenance
PASSPushed today
License clarity
PASSAGPL-3.0
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 11 GitHub stars
- Stars/forks activity: 11 stars, 1 forks; issue activity unavailable in current metadata
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Investigate faster
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Parse messy files
Document processing
I need my agent to read PDFs, extract tables, and turn documents into structured data.
Workflow fit
Add it to a complete workflow
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
RAG knowledge base
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Scrape, clean, and reuse web data
Web data pipeline
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
Last30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GPT Researcher
Run autonomous deep research over web and local sources
DeepResearch
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Overview
--- name: industry-brief description: Generates industry and role reference reading (行业与岗位通识) for a target job — landscape, role expectations, must-know concepts, high-frequency interview topics, quotable viewpoints with sources — written to the workspace library/ folder. Use when the user asks for 行业通识 / 岗位认知 / 这个行业要懂什么 / 面这个方向需要补什么知识, or as step 4 of the greenroom full pipeline. Do NOT use for company-specific research (use job-intel) or answer scripts (use interview-script). license: AGPL-3.0 metadata: author: Yunyue Li version: "0.3.0" ---
# industry-brief · 行业与岗位通识
为目标岗位生成一份可以反复阅读的参考材料,落在工作台 `library/<行业-岗位>-通识.md`。它解决的问题:候选人对岗位本身能讲清楚,但行业格局、岗位方向的高频概念、面试官默认你该知道的常识有缺口。
## 前置
1. 读 `jobs/<slug>/job.md` 和 `intel.md`(知道行业、岗位方向、面试官背景)。 2. 查本仓库 `knowledge/` 目录:有没有现成的「行业 × 岗位」条目可以引用做底(有就引用 + 增量更新,没有就全新调研)。
## 调研与写作
用 web 搜索补齐,每条硬结论带来源链接,拿不准标「未核实」。结构:
```markdown --- title: <行业> · <岗位方向> 通识 updated: <date> ---
# <行业> · <岗位方向> 通识
## 行业格局 头部玩家、近 12 个月的关键变化、当前争论点(面试官爱用争论点出题)。
## 岗位画像 这个方向的人日常做什么、用什么衡量产出、和相邻岗位的边界。
## 必须能讲清的概念 8-15 个,每个两三句人话解释 + 一个会被追问的点。
## 高频面试话题 按出现频率排序,每个给出题角度(参考 knowledge/ 题型地图与公开面经,带来源)。
## 值得引用的观点 3-5 条来自头部从业者公开发言的判断,注明谁说的、哪里说的。面试中引用要消化成自己的话。 ```
## 纪律
- 写的是**参考阅读**,不替用户表态;观点都注明出处,候选人自己决定信哪条。 - 篇幅 1500-3000 字,超了就砍:这是考前阅读材料,长到读不完等于没写。 - 通用知识沉淀:如果本次调研产出了 `knowledge/` 还没有的通用内容(与候选人个人无关的行业/岗位知识),提示用户可以贡献回开源仓库。
## 收尾
汇报:写了哪个文件、覆盖了几个概念和话题、引用了几条来源;提示在控制台「资料」页阅读。
Technical details
- Version
- 1.0.0
- License
- AGPL-3.0
- Last updated
- Aug 23, 2026
- Published
- Aug 23, 2026
Decision snapshot
Needs validation
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 86/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for industry-brief, ready for a manual X post.
A practical pick for source-backed research: industry-brief: Generates industry and role reference reading (行业与岗位通识) for a target job — landscape, role expectations, must-know concepts... 11 stars https://www.openagentskill.com/skills/yunyueli-industry-brief?ref=x
Optional reply with install command
Listing + install path for industry-brief: https://www.openagentskill.com/skills/yunyueli-industry-brief?ref=x Install: npx skills add YunyueLi/greenroom --skill industry-brief
Listing source
Registry indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- YunyueLi
- Source
- YunyueLi/greenroom
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Registry indexed listing is attributed to YunyueLi but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/yunyueli-industry-brief)
[](https://www.openagentskill.com/skills/yunyueli-industry-brief)
[](https://www.openagentskill.com/skills/yunyueli-industry-brief/audit)
[](https://www.openagentskill.com/skills/yunyueli-industry-brief)Author
YunyueLi
@yunyueli
Tags
Platform fit
Health signals
- GitHub stars
- 11
- Quality score
- 31/100
- Last GitHub push
- Aug 23, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 0
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption11 GitHub starsFIX
- Stars/forks activity11 stars, 1 forks; issue activity unavailable in current metadataFIX
- Recent maintenancePushed todayPASS
- License clarityAGPL-3.0PASS
- README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
- Dependency/runtime riskno major dependency risk hints in public metadataPASS
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