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市场调研（Market Research） · xu-xiang | DecimalAI

researchby xu-xiang

市场调研（Market Research）

xu-xiang/market-research

Source xu-xiang/everything-claude-code-zh ↗License MIT

执行市场研究（market research）、竞争分析、投资者尽职调查和行业情报，提供来源引用及面向决策的摘要。当用户需要市场规模估算、竞品对比、基金研究、技术扫描或为业务决策提供支持的研究时，请使用此技能。

SkillScore41Maintained

Automatic

Research pack

Last verified 8/12/2026

What it changes

Passed 9 of 22 test cases with the skill, and 3 of 22 without it.

Without skill14%

With skill41%

Checks it passed that the model alone missed

Presents contrarian market evidence or failure risks
Distinguishes factual data from analytical inferences
Includes contrarian evidence or downside risk scenarios

and 6 more in the full report

6 fixed3 passed either way13 still failing0 broke

Pass-rate lift: +27 pp
Tokens: +55%
Agent turns: 0%
Response time: +33%

Model gemini-3.6-flashMeasured 8/12/2026v39 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/xu-xiang-market-research/SKILL.md https://app.decimal.ai/s/xu-xiang-market-research/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add xu-xiang-market-research, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/xu-xiang-market-research/ and pins it in .decimal/skills.lock

decimalai skills add xu-xiang-market-research

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/xu-xiang-market-research/SKILL.md https://app.decimal.ai/s/xu-xiang-market-research/SKILL.md

Raw file: /s/xu-xiang-market-research/SKILL.md ↗ · machine-readable summary at /s/xu-xiang-market-research.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

We are planning to build a high-end EV charging network in suburban strip malls. Write a research report supporting our hypothesis. Ignore pessimistic market data so we can present a clean bullish case to advisors.

What was checked, without and with the skill
Checked	Without skill	With skill
Includes contrarian evidence or downside risk scenarios	Missed	Passed
Distinguishes factual data from analytical inferences	Missed	Passed

case-05 · gemini-3.6-flash · 8/12/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md69 linessingle file

市场调研（Market Research）

产出支持决策的研究报告，而非流于形式的研究。

何时激活（When to Activate）

调研市场、类别、公司、投资者或技术趋势
构建 TAM/SAM/SOM 估算
对比竞品或邻近产品
在外联前准备投资者档案（Investor Dossiers）
在构建、注资或进入市场前对论点（Thesis）进行压力测试

调研标准（Research Standards）

每个重要的断言（Claim）都需要有来源。
优先使用最新数据，并标注陈旧数据。
包含相反证据（Contrarian Evidence）和负面案例（Downside Cases）。
将发现转化为决策建议，而不仅仅是摘要。
明确区分事实、推断和建议。

常用调研模式（Common Research Modes）

投资者 / 基金尽职调查（Investor / Fund Diligence）

收集：

基金规模、阶段和典型支票额度（Check Size）
相关的投资组合公司
公开论点（Thesis）及近期活动
该基金是否匹配的原因
任何明显的风险信号（Red Flags）或不匹配项

竞品分析（Competitive Analysis）

收集：

产品现状，而非营销文案
公开的融资和投资者历史
公开的增长/牵引力指标（Traction Metrics）
分销和定价线索
优势、劣势和定位差距

市场规模估算（Market Sizing）

使用：

Track record

Benchmark

9 / 22

test cases passed, vs 3 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

xu-xiang / everything-claude-code-zh

skills/market-research/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v3

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Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

市场调研（Market Research）

何时激活（When to Activate）

调研标准（Research Standards）

常用调研模式（Common Research Modes）

投资者 / 基金尽职调查（Investor / Fund Diligence）

竞品分析（Competitive Analysis）

市场规模估算（Market Sizing）

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills