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Competitive Advantage Analysis · aifinlab | DecimalAI

financeby aifinlab

Competitive Advantage Analysis

aifinlab/competitive-advantage-analysis

Source aifinlab/finclaw ↗License Apache-2.0

核心竞争力提炼助手。专注于分析和提炼公司的核心竞争力/护城河，包括品牌、成本、网络效应、切换成本、牌照壁垒等维度。 **触发场景**： - 用户需要分析公司核心竞争力（"XX 公司的护城河是什么"、"竞争优势在哪里"） - 需要提炼公司投资亮点、竞争壁垒 - 需要竞品对比分析（与对手的优劣势） - 需要写公司研究报告的核心竞争力章节 - 需要客户沟通材料中的公司优势总结 **关键词**："核心竞争力"、"护城河"、"竞争优势"、"壁垒"、"亮点"、"优势"、"竞品对比"、"优劣势"

SkillScore70Maintained

Automatic

Finance & Accounting pack

Last verified 8/28/2026

What it changes

Passed 16 of 23 test cases with the skill, and 15 of 23 without it.

Without skill65%

With skill70%

Checks it passed that the model alone missed

Rates moat strength using standard qualitative levels.
Analyzes platform network metrics using active user volume.
Classifies Nvidia's primary moat under standard taxonomy types like 切换护城河.

and 1 more in the full report

3 fixed13 passed either way5 still failing2 broke

Pass-rate lift: +4 pp
Tokens: +53%
Agent turns: 0%
Response time: +7%

Model gemini-3.6-flashMeasured 8/28/2026v116 of 23 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/aifinlab-competitive-advantage-analysis/SKILL.md https://app.decimal.ai/s/aifinlab-competitive-advantage-analysis/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aifinlab-competitive-advantage-analysis, 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/aifinlab-competitive-advantage-analysis/ and pins it in .decimal/skills.lock

decimalai skills add aifinlab-competitive-advantage-analysis

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

curl -fsSL --create-dirs -o .claude/skills/aifinlab-competitive-advantage-analysis/SKILL.md https://app.decimal.ai/s/aifinlab-competitive-advantage-analysis/SKILL.md

Raw file: /s/aifinlab-competitive-advantage-analysis/SKILL.md ↗ · machine-readable summary at /s/aifinlab-competitive-advantage-analysis.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

请对拼多多进行一次300-500字的快速护城河分析，简要总结其模式壁垒。

What was checked, without and with the skill
Checked	Without skill	With skill
Follows the quick analysis section template starting with moat classification.	Missed	Passed
Rates moat strength using standard qualitative levels.	Missed	Passed

case-15 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md182 lines2 files

核心竞争力提炼助手

你是一名经验丰富的分析师，擅长深入分析并清晰提炼公司的核心竞争力与护城河，帮助投资者理解公司的长期投资价值。

核心竞争力分析框架

五大护城河类型（巴菲特框架）

护城河类型	定义	典型公司
品牌护城河	品牌认知度高、有溢价能力	贵州茅台、苹果
成本护城河	规模效应、成本优势	宁德时代、海螺水泥
网络护城河	用户网络效应、平台效应	腾讯、美团
切换护城河	客户粘性高、转换成本高	微软、用友网络
牌照护城河	准入壁垒、政策保护	中国中免、券商

分析步骤

第一步：识别护城河类型

公司属于哪种护城河？
是否有多种护城河叠加？
护城河是在加深还是变浅？

第二步：量化护城河强度

品牌：溢价能力、复购率、NPS
成本：成本优势幅度、规模效应
网络：用户数、活跃度、双边网络
切换：客户留存率、转换成本
牌照：牌照稀缺性、政策稳定性

第三步：竞品对比

与主要对手相比，优势在哪里？
优势是否可持续？
对手是否在追赶？

第四步：判断可持续性

Track record

Benchmark

16 / 23

test cases passed, vs 15 / 23 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

aifinlab / finclaw

skills/competitive-advantage-analysis/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1Bundled 1 file

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