Agent skill

Business Conflict Analyzer

by aiskillstore in aiskillstore/marketplace

Analyze API, schema, and contract changes; map affected consumers, assess business risk, generate an impact report, and support commit guarding with compatibility fixes.

No licenceAuto-check passedBackend & APIs

Install Business Conflict Analyzer

skills CLI
$ npx skills add aiskillstore/marketplace --skill business-conflict-analyzer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aiskillstore/marketplace business-conflict-analyzer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/gobeyondyang/business-conflict-analyzer .claude/skills/business-conflict-analyzer && rm -rf skills-src

Use ~/.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/

Facts

Skill name
business-conflict-analyzer
GitHub stars
433
Token cost
~4k tokens
SKILL.md length
1,596 words
Files
28 (incl. scripts, references)
Skills in repo
1,044
Repo updated
First seen
Licence
None found

At a glance

Analyze API, schema, and contract changes; map affected consumers, assess business risk, generate an impact report, and support commit guarding with compatibility fixes.

  • Works in 4 steps: Extract Diff / 提取差异 → Map Impact / 映射影响 → Generate Report / 生成报告 → …
  • Tasks that involve OpenAPI specifications
  • SKILL.md covers Overview / 概述, Trigger Conditions / 触发条件, Analysis Pipeline / 分析流程 and Output Specification / 输出规范, plus 8 more sections
  • Runs Python and Shell scripts from its folder; calls git, python and bash

What it does

Business Conflict Analyzer is an agent skill from aiskillstore/marketplace. Analyze API, schema, and contract changes; map affected consumers, assess business risk, generate an impact report, and support commit guarding with compatibility fixes.

Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 31 other files, including scripts and reference files (for example `README.md`, `analyze.sh` and `docs/sample-report-en.md`).

It sits in Backend & APIs, covering OpenAPI specifications. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • Tasks that involve OpenAPI specifications

Example prompts

  • “/business-conflict-analyzer”

Requirements

  • Python 3
  • A Bash shell

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Extract Diff / 提取差异
  2. Map Impact / 映射影响
  3. Generate Report / 生成报告
  4. Push for Decision / 推送决策

What it can do on your machine

Read from SKILL.md and the folder at commit 44923f3. 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 3 files in scripts/ (Python and Shell, from the files we listed), which the agent can run.

    Shell commands in SKILL.md call:

    • git
    • python
    • bash

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.

    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

Business Conflict Analyzer loads about 4k tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 49 tokens; SKILL.md has 1,596 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~11k

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 1,596 words (~4,038 tokens).

“This Skill is an inherent instinct of the AI coding assistant. While generating or modifying code, the AI spontaneously detects changes that affect external contracts (API upgrades, field changes, protocol changes), automatically triggers the analysis pipeline, and outputs a plain-business-language…”

— opening of SKILL.md by aiskillstore
name
business-conflict-analyzer

Read the full SKILL.md on GitHub

Files

SKILL.md and 27 other files (scripts, references) in skills/gobeyondyang/business-conflict-analyzer of aiskillstore/marketplace.

  • SKILL.md
  • .evalkit/negative-prompts.txt
  • .evalkit/positive-prompts-multilang.txt
  • .evalkit/positive-prompts.txt
  • .gitignore
  • README.md
  • analyze.sh
  • docs/AI 分析决策工作流.png
  • docs/impact-graph.png
  • docs/sample-report-en.md
  • docs/sample-report-zh.md
  • docs/决策执行与自动修复闭环.png
  • docs/对话-测试效果.png
  • references/common_patterns.md
  • scripts/commit_guard.py
  • scripts/diff_analyzer.py
  • scripts/impact_mapper.py
  • … and 11 more

Open the folder on GitHubat commit 44923f3

Compare with similar skills

Business Conflict Analyzer 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.

Business Conflict Analyzer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Business Conflict Analyzer this skillaiskillstore/marketplace433—~4kAutomated safety check: PassNone
ToolJet Marketplace Plugin BuilderToolJet/ToolJet41k—~2.1kAutomated safety check: PassAGPL-3.0
Step Partsearthtojake/text-to-cad19k1 repos~1.5kAutomated safety check: PassMIT
OpenAPI to MCP Servermcp-use/mcp-use11k—~5.2kAutomated safety check: PassApache-2.0
Use Yaakmountain-loop/yaak19k—~1.9kAutomated safety check: PassMIT
API DesignerJeffallan/claude-skills12k1 repos~2kAutomated safety check: PassMIT

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Categories

Questions about Business Conflict Analyzer

What does Business Conflict Analyzer do?

Analyze API, schema, and contract changes; map affected consumers, assess business risk, generate an impact report, and support commit guarding with compatibility fixes. Business Conflict Analyzer is an agent skill from aiskillstore/marketplace. Analyze API, schema, and contract changes; map affected consumers, assess business risk, generate an impact report, and support commit guarding with compatibility fixes.

When should I use Business Conflict Analyzer?

Business Conflict Analyzer fits situations like: tasks that involve OpenAPI specifications.

How do I install Business Conflict Analyzer in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill business-conflict-analyzer -a claude-code`. Or copy the skill folder (skills/gobeyondyang/business-conflict-analyzer in aiskillstore/marketplace) into .claude/skills/business-conflict-analyzer in your project. Claude Code loads it when a task matches its description.

How do I install Business Conflict Analyzer in Codex?

Run `npx skills add aiskillstore/marketplace --skill business-conflict-analyzer -a codex`. Or copy the skill folder (skills/gobeyondyang/business-conflict-analyzer in aiskillstore/marketplace) into .agents/skills/business-conflict-analyzer in your project. Codex loads it when a task matches its description.

Can I use Business Conflict Analyzer 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 aiskillstore/marketplace --skill business-conflict-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/business-conflict-analyzer, .gemini/skills/business-conflict-analyzer, .github/skills/business-conflict-analyzer and .opencode/skills/business-conflict-analyzer in your project.

What does Business Conflict Analyzer need to run?

Going by SKILL.md and its folder, Business Conflict Analyzer needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (git, python and bash). Our summary lists: Python 3; A Bash shell.

Does Business Conflict Analyzer access the network?

SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Business Conflict Analyzer 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 Business Conflict Analyzer use?

No licence was found for Business Conflict Analyzer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Business Conflict Analyzer use?

About 4k tokens (SKILL.md is roughly 16k 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 7.5k tokens, read only when the agent opens those files.

What are the alternatives to Business Conflict Analyzer?

Skills that share tags, products or a category with Business Conflict Analyzer: ToolJet Marketplace Plugin Builder (ToolJet/ToolJet, 41k stars), Step Parts (earthtojake/text-to-cad, 19k stars), OpenAPI to MCP Server (mcp-use/mcp-use, 11k stars) and Use Yaak (mountain-loop/yaak, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Business Conflict Analyzer?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.