Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Pm Competitive Analysis · echovic | DecimalAI

researchby echovic

Pm Competitive Analysis

echovic/pm-competitive-analysis

Source echovic/boss-skill ↗License MIT

竞品调研和分析方法，通过系统性分析竞品的功能、体验和策略，发现差异化机会

SkillScore65Maintained

Automatic

Product Management pack

Last verified 8/19/2026

What it changes

Passed 14 of 22 test cases with the skill, and 13 of 22 without it.

Without skill61%

With skill65%

Checks it passed that the model alone missed

Formats table column headers as | 竞品 | 核心功能 | 用户体验亮点 | 用户痛点 | 我们的机会 |
Limits the listed core features for each individual product to no more than 3 bullet items
Includes experience evaluation criteria covering usability, fluency/steps, visual design, interaction, and performance

3 fixed12 passed either way6 still failing2 broke

Pass-rate lift: +4 pp
Tokens: +54%
Agent turns: 0%
Response time: -9%

Model gemini-3.6-flashMeasured 8/19/2026v115 of 23 cases passed with skill · 22 comparable

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/echovic-pm-competitive-analysis/SKILL.md https://app.decimal.ai/s/echovic-pm-competitive-analysis/SKILL.md

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

decimalai skills add echovic-pm-competitive-analysis

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

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

Raw file: /s/echovic-pm-competitive-analysis/SKILL.md ↗ · machine-readable summary at /s/echovic-pm-competitive-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

在对 Canva、MasterGo、Figma 制作 PRD 竞品对比表时，请针对每个竞品的“核心功能”列进行总结描述。请注意避免冗长列举全量功能清单。

What was checked, without and with the skill
Checked	Without skill	With skill
Limits the listed core features for each individual product to no more than 3 bullet items	Missed	Passed

case-06 · gemini-3.6-flash · 8/19/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md181 linessingle file

竞品调研与分析方法论

适用场景

在产品设计前或迭代时，需要了解市场上已有的解决方案，学习竞品的优点，发现竞品的不足，找到差异化机会。

核心方法

1. 竞品识别

直接竞品：解决相同问题、服务相同用户的产品 间接竞品：解决相似问题或服务相似用户的产品 潜在竞品：未来可能进入该领域的产品

识别方法：

使用 WebSearch 搜索关键词："{功能} + 工具/软件/平台"
搜索 "best {功能} tools 2026"
搜索 "{功能} alternatives"
查看行业报告和评测文章

2. 竞品分析框架

对每个竞品，从以下5个维度进行分析：

2.1 功能维度

分析点	问题
核心功能	主要解决什么问题？
功能广度	覆盖了哪些场景？
功能深度	每个功能做到什么程度？
功能缺失	用户期望但没有的功能？

2.2 体验维度

分析点	问题
易用性	新用户能快速上手吗？
流畅度	完成任务的步骤多吗？
视觉设计	界面美观吗？符合用户审美吗？

Track record

Benchmark

14 / 22

test cases passed, vs 13 / 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

echovic / boss-skill

skill/skills/pm/competitive-analysis/SKILL.md

View on GitHub ↗

License MITImported 10/2/2026Version v1

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