Research Methodology
chekusu/wanman
Methodology for market research and data collection, ensuring data quality and source traceability
Workflow skill for evidence-based renewable energy market research, V4 full country wind-market status reports, source-to-final continuity, project pipeline verification, deduplication, product-fit…
Install Renewable Market Research
$ npx skills add liangdabiao/exa-research-mcp-skill --skill renewable-market-research -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill renewable-market-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/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/renewable-market-research .claude/skills/renewable-market-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 "renewable-market-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/skills/renewable-market-research into .claude/skills/renewable-market-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "renewable-market-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/liangdabiao/exa-research-mcp-skill/tree/main/skills/renewable-market-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 liangdabiao/exa-research-mcp-skill --skill renewable-market-research -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill renewable-market-research --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/renewable-market-research .agents/skills/renewable-market-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 "renewable-market-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/skills/renewable-market-research into .agents/skills/renewable-market-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "renewable-market-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 liangdabiao/exa-research-mcp-skill --skill renewable-market-research -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill renewable-market-research --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/renewable-market-research .cursor/skills/renewable-market-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 "renewable-market-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/skills/renewable-market-research into .cursor/skills/renewable-market-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "renewable-market-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/liangdabiao/exa-research-mcp-skill.git --path skills/renewable-market-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 liangdabiao/exa-research-mcp-skill --skill renewable-market-research -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install liangdabiao/exa-research-mcp-skill renewable-market-research --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/renewable-market-research .gemini/skills/renewable-market-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 "renewable-market-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/skills/renewable-market-research into .gemini/skills/renewable-market-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "renewable-market-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 liangdabiao/exa-research-mcp-skill renewable-market-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 liangdabiao/exa-research-mcp-skill --skill renewable-market-research -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/renewable-market-research .github/skills/renewable-market-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 "renewable-market-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/skills/renewable-market-research into .github/skills/renewable-market-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "renewable-market-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 liangdabiao/exa-research-mcp-skill --skill renewable-market-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 liangdabiao/exa-research-mcp-skill renewable-market-research --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/liangdabiao/exa-research-mcp-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/renewable-market-research .opencode/skills/renewable-market-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 "renewable-market-research" agent skill from https://github.com/liangdabiao/exa-research-mcp-skill/tree/main/skills/renewable-market-research into .opencode/skills/renewable-market-research/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "renewable-market-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
renewable-market-research- GitHub stars
- 110
- Token cost
- ~9.5k tokens
- SKILL.md length
- 3,798 words
- Files
- 45 (incl. scripts, references)
- Skills in repo
- 7
- Repo updated
- First seen
- Licence
- None found
At a glance
Workflow skill for evidence-based renewable energy market research, V4 full country wind-market status reports, source-to-final continuity, project pipeline verification, deduplication, product-fit…
- Works in 3 steps: Full report: V4 country wind-market… → Lite report: shorter delivery version… → Executive or action brief: optional…
- Clean-energy market research where evidence quality
- SKILL.md covers Goal, Operating Principle, Required Reading and Workflow Modes, plus 6 more sections
- Source traceability
What it does
Renewable Market Research is an agent skill from liangdabiao/exa-research-mcp-skill. Workflow skill for evidence-based renewable energy market research, V4 full country wind-market status reports, source-to-final continuity, project pipeline verification, deduplication, product-fit analysis, factual procurement-window mapping, and executive briefing compression. Use for overseas wind, solar, storage, hydrogen, grid, or clean-energy market research where evidence quality, source traceability, omission control, uncertainty control, and decision usefulness matter more than long reports.
Its SKILL.md is about 9.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 48 other files, including scripts and reference files (for example `agent_roles.md`, `agents/openai.yaml` and `examples/kazakhstan_2026_2030/expected_outputs.md`).
It sits in Marketing & SEO, covering Market research, Vendor and procurement management and Data cleaning. The repository describes itself as: 基于 Claude Code 和 Exa 搜索引擎的 AI 驱动企业与市场研究工具。核心特性 - 智能公司研究: 自动收集公司信息、新闻、社交媒体动态、财务数据和 LinkedIn 资料 - 竞争对手分析: 快速构建竞争对手列表，分析市场定位 - 市场研究: 跟踪行业趋势、并购活动、技术发展 - 上下文隔离: 所有搜索在独立代理中运行，保持主对话整洁 -….
When your agent uses it
- Clean-energy market research where evidence quality
- Source traceability
- Omission control
- Uncertainty control
Example prompts
- “/renewable-market-research”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Full report: V4 country wind-market status master report with scope/evidence rules, capacity segmentation, full project ledger, key…
- Lite report: shorter delivery version with polished structure, project pipeline essentials, and reduced deep/proprietary analysis.
- Executive or action brief: optional separate output when the user asks for strategy, sales actions, or management recommendations.
What it can do on your machine
Read from SKILL.md and the folder at commit 6a345be. 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 1 file in scripts/, which the agent can run.
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
Renewable Market Research loads about 9.5k tokens when it runs, and up to ~33k if it reads all its reference files. Until then it costs about 133 tokens; SKILL.md has 3,798 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 3,798 words (~9,528 tokens).
“Research any country + any renewable/new-energy technology as an evidence-driven market intelligence workflow for market judgment, project pipeline verification, product-fit analysis, factual procurement-window mapping, and executive reporting. Preserve reusable market data plus traditional report deliverables:”
- name
- renewable-market-research
Files
SKILL.md and 44 other files (scripts, references) in skills/renewable-market-research of liangdabiao/exa-research-mcp-skill.
- SKILL.md
- agent_roles.md
- agents/openai.yaml
- examples/kazakhstan_2026_2030/expected_outputs.md
- examples/kazakhstan_2026_2030/goal.md
- examples/kazakhstan_2026_2030/scope.md
- prompts/competitor_agent.md
- prompts/executive_agent.md
- prompts/finance_agent.md
- prompts/grid_agent.md
- prompts/orchestrator.md
- prompts/owner_agent.md
- prompts/pipeline_agent.md
- prompts/policy_agent.md
- prompts/product_fit_agent.md
- prompts/skeptic_agent.md
- prompts/synthesis_agent.md
- … and 28 more
Open the folder on GitHubat commit 6a345be
Compare with similar skills
Renewable Market 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 |
|---|---|---|---|---|---|---|
| Renewable Market Research this skillliangdabiao/exa-research-mcp-skill | 110 | — | ~9.5k | Automated safety check: Pass | None | |
| Research Methodologychekusu/wanman | 688 | — | ~533 | Automated safety check: Pass | Apache-2.0 | |
| Acquisition Policy Workflowaiskillstore/marketplace | 433 | — | ~3.2k | Automated safety check: Pass | None | |
| Customer ResearchNexus-JPF/note-companion | 870 | 6 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Creative Directorsmixs/creative-director-skill | 247 | — | ~5.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Audience ResearchScrapeCreators/social-media-research-skills | 3.4k | — | ~635 | Automated safety check: Notes | MIT |
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Categories
Questions about Renewable Market Research
What does Renewable Market Research do?
Workflow skill for evidence-based renewable energy market research, V4 full country wind-market status reports, source-to-final continuity, project pipeline verification, deduplication, product-fit…. Renewable Market Research is an agent skill from liangdabiao/exa-research-mcp-skill. Workflow skill for evidence-based renewable energy market research, V4 full country wind-market status reports, source-to-final continuity, project pipeline verification, deduplication, product-fit analysis, factual procurement-window mapping, and executive briefing compression.
When should I use Renewable Market Research?
Renewable Market Research fits situations like: clean-energy market research where evidence quality; source traceability; omission control; uncertainty control.
How do I install Renewable Market Research in Claude Code?
Run `npx skills add liangdabiao/exa-research-mcp-skill --skill renewable-market-research -a claude-code`. Or copy the skill folder (skills/renewable-market-research in liangdabiao/exa-research-mcp-skill) into .claude/skills/renewable-market-research in your project. Claude Code loads it when a task matches its description.
How do I install Renewable Market Research in Codex?
Run `npx skills add liangdabiao/exa-research-mcp-skill --skill renewable-market-research -a codex`. Or copy the skill folder (skills/renewable-market-research in liangdabiao/exa-research-mcp-skill) into .agents/skills/renewable-market-research in your project. Codex loads it when a task matches its description.
Can I use Renewable Market 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 liangdabiao/exa-research-mcp-skill --skill renewable-market-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/renewable-market-research, .gemini/skills/renewable-market-research, .github/skills/renewable-market-research and .opencode/skills/renewable-market-research in your project.
What does Renewable Market Research need to run?
SKILL.md names no scripts, command-line tools or credentials: Renewable Market Research is instructions for the agent only. Our summary lists: Python 3.
Does Renewable Market 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 Renewable Market 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 Renewable Market Research use?
No licence was found for Renewable Market Research or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Renewable Market Research use?
About 9.5k tokens (SKILL.md is roughly 38k 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 24k tokens, read only when the agent opens those files.
What are the alternatives to Renewable Market Research?
Skills that share tags, products or a category with Renewable Market Research: Research Methodology (chekusu/wanman, 688 stars), Acquisition Policy Workflow (aiskillstore/marketplace, 433 stars), Customer Research (Nexus-JPF/note-companion, 870 stars) and Creative Director (smixs/creative-director-skill, 247 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Renewable Market Research?
liangdabiao (a GitHub user) maintains it in liangdabiao/exa-research-mcp-skill, which has 110 GitHub stars. The repository holds 7 skills in this directory. The repository was last updated on August 8, 2026.
Source: liangdabiao/exa-research-mcp-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.