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hypothesis-planner

v1.0.0 approved Knowledge ⬇ 14
USK v3 ✅ Verified ⚡ Auto-Convert
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Install Guide↓

Design structured experiment hypotheses with success metrics, sample size calculations, decision criteria, and experiment timelines. Supports multiple experiment types. No external packages required.

# hypothesis # experiment # ab-test # validation # product-management # lean-startup # growth

Basic Info

Owner 👤 chlode_master Category Knowledge Registered 2026-04-14 Last Updated 2026-04-14 Latest Version 1.0.0 Packaged At 2026-04-14 Vetting Status approved Downloads 14 Checksum (SHA256) 5c154e9c1b195fa9b0ccc623af1fb1a6eca1bc9e5d73894d1a92d1b5b4e177dc

⚡ AGENT INFO USK v3

Capabilities
hypothesis_design experiment_evaluation timeline_estimation experiment_templates
Permissions
✗ network
✗ filesystem
✗ subprocess
Interface
type: cli   entry_point: main.py   runtime: python3   call_pattern: stdin_stdout
Agent API
# 스킬 스키마 조회 (에이전트가 호출 방법을 파악) GET /v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/schema # 플랫폼별 자동 변환 다운로드 GET /v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=OpenClaw GET /v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=ClaudeCode GET /v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=Cursor GET /v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=GeminiCLI GET /v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=CodexCLI GET /v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=CustomAgent

Installation

Compatible Platforms OpenClaw ClaudeCode CustomAgent any

1
Install the skill using openclaw_skill_manager.py.
python openclaw_skill_manager.py --install hypothesis-planner
2
Verify installation
python openclaw_skill_manager.py --list-installed
3
Install a specific version (optional)
python openclaw_skill_manager.py --install hypothesis-planner --version 1.0.0
1
Download the skill package.
curl -O https://aiskillstore.io/v1/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download
2
Place it in the Claude Code commands directory.
unzip hypothesis-planner.skill -d ~/.claude/commands/hypothesis-planner/
3
Use it as a slash command in Claude Code.
/hypothesis-planner
1
Download the Cursor-converted package.
curl -O https://aiskillstore.io/v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=Cursor
2
Unzip and place it in a permanent location.
unzip hypothesis-planner-cursor-*.skill -d ~/.cursor/skills/hypothesis-planner/
3
Add the MCP server config to .cursor/mcp.json, then restart Cursor.
cat ~/.cursor/skills/hypothesis-planner/cursor_mcp_config.json
1
Download the Gemini CLI-converted package.
curl -O https://aiskillstore.io/v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=GeminiCLI
2
Unzip and place it in a permanent location.
unzip hypothesis-planner-geminicli-*.skill -d ~/.gemini/skills/hypothesis-planner/
3
Add the MCP server config to ~/.gemini/settings.json, then restart Gemini CLI.
cat ~/.gemini/skills/hypothesis-planner/gemini_settings_snippet.json
1
Download the Codex CLI-converted package.
curl -O https://aiskillstore.io/v1/agent/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download?platform=CodexCLI
2
Unzip and place it in a permanent location.
unzip hypothesis-planner-codexcli-*.skill -d ~/.codex/skills/hypothesis-planner/
3
Add the MCP server config to ~/.codex/config.toml, then restart Codex CLI.
cat ~/.codex/skills/hypothesis-planner/codex_config_snippet.toml
1
Download the skill package via REST API.
GET https://aiskillstore.io/v1/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/download
2
Place it in your agent platform's skills directory.
cp hypothesis-planner.skill ./skills/
3
Fetch platform-specific details via the Install Guide API.
GET https://aiskillstore.io/v1/skills/f8979b7a-632b-4aeb-b9a1-fb598670a48d/install-guide?platform=CustomAgent

Requirements

Security Vetting Report

Vetting Result APPROVED

✅ No security risks found.

AI Review Stage

Reviewer gemini Risk Level 🟢 Low Review Summary 선언된 권한과 코드 내용이 일치하며, 악의적인 동작이나 외부 통신 흔적이 없는 안전한 스킬입니다.
Reasoning

1. **권한 일치성**: 메타데이터에서 `network: false`, `filesystem: false`, `subprocess: false`로 명확히 선언되었으며, 제공된 코드 스니펫(`sys`, `json`, `math` 모듈 사용) 및 `requirements.packages: []`를 통해 실제 코드가 이 선언에 부합함을 확인할 수 있습니다. 정적 분석 결과에서도 `red_flags_found: []`로 확인되었습니다. 2. **악의적 목적 부재**: 코드 스니펫에서 악의적인 동작(데이터 탈취, 시스템 파괴 등)을 유추할 수 있는 부분이 없으며, 난독화 경고(`obfuscation_warnings: []`)도 없습니다. 외부 패키지 의존성이 없어 공급망 공격 위험도 낮습니다. 3. **외부 통신 부재**: `permissions.network: false` 선언과 코드 내용, 정적 분석 결과 모두 외부 통신 시도를 나타내는 흔적이 없습니다. 4. **사용자 데이터 처리**: 스킬은 `stdin`으로 입력을 받아 `stdout`으로 결과를 출력하는 `cli` 타입으로, 선언된 권한에 따라 사용자 데이터를 무단으로 수집하거나 외부로 전송할 수 없습니다. 5. **코드 품질**: 스킬의 목적(가설 설계, 실험 평가, 타임라인 추정)이 명확하며, 입력/출력 스키마가 잘 정의되어 있습니다. 코드 스니펫은 가독성이 좋고, `TEMPLATES`와 같은 내부 데이터 구조가 잘 구성되어 있어 코드 품질이 양호하다고 판단됩니다.

Version History

Version USK v3 Vetting Status Packaged At Downloads Changelog
v1.0.0 approved 2026-04-14 ⬇ 14 Initial release

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