Track and update action item status from natural language updates like 'Seanのメールには返信しておいた' or 'Lu対応予定'. Integrates with daily-comms-ops workflow. Use when managing action items across communication channels.
中文简介正在准备中。当前显示原文说明。
Review WBS (Work Breakdown Structure) Excel files against requirements docs, hearing sheets, and prior decisions to identify gaps, inconsistencies, and deviations. Add review comments to Excel cells and generate summary reports.
中文简介正在准备中。当前显示原文说明。
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Review and annotate Work Breakdown Structure (WBS) Excel files against project requirements, hearing sheets, and prior decisions. Automatically identify gaps, inconsistencies, deviations from agreed principles, and missing tasks. Add review comments directly to Excel cells and generate prioritized summary reports with actionable findings.
openpyxl, pandas, pyyamlCollect the following files:
.xlsx) - the WBS to be reviewed.pdf, .docx, .md) - project requirements or specifications# User provides files in conversation or specifies paths
# Claude will read these files to understand context
Execute the review script to analyze the WBS against requirements:
python3 scripts/wbs_reviewer.py \
--wbs path/to/wbs.xlsx \
--requirements path/to/requirements.md \
--hearing-sheet path/to/hearing_notes.md \
--output-dir ./wbs_review_output \
--checklist references/review_checklist.yaml
Parameters:
--wbs - Path to WBS Excel file--requirements - Path to requirements document--hearing-sheet - (Optional) Path to hearing notes--output-dir - Directory for output files--checklist - (Optional) Custom review criteria YAMLThe script generates:
Annotated WBS Excel (wbs_annotated_YYYYMMDD_HHMMSS.xlsx)
Summary Report (wbs_review_summary_YYYYMMDD_HHMMSS.md)
Gap Analysis JSON (wbs_gaps_YYYYMMDD_HHMMSS.json)
Provide a concise summary:
The annotated WBS Excel contains:
# WBS Review Summary
**Review Date:** YYYY-MM-DD HH:MM:SS
**WBS File:** wbs.xlsx
**Requirements:** requirements.md
## Executive Summary
- **Critical Issues:** N
- **Major Issues:** N
- **Minor Issues:** N
- **Overall Readiness:** [Ready / Needs Revision / Incomplete]
## Top Priority Findings
### [CRITICAL-001] Missing Acceptance Criteria for Phase 2
**Location:** Row 45, Task "User Acceptance Testing"
**Issue:** No acceptance criteria defined despite requirement REQ-012
**Recommendation:** Add explicit UAT pass/fail criteria based on REQ-012
...
## Requirements Coverage Analysis
| Requirement ID | Requirement Name | Mapped Tasks | Status |
|----------------|------------------|--------------|--------|
| REQ-001 | User Authentication | Task 1.2.1, 1.2.3 | ✓ Covered |
| REQ-005 | Data Migration | (none) | ✗ Missing |
## Missing Task Candidates
1. **Data migration validation** (from REQ-005)
2. **Security audit milestone** (from hearing notes 2025-12-10)
{
"schema_version": "1.0",
"review_timestamp": "2026-03-19T08:00:00Z",
"wbs_file": "wbs.xlsx",
"summary": {
"total_tasks": 120,
"critical_issues": 3,
"major_issues": 8,
"minor_issues": 15,
"readiness_score": 75
},
"findings": [
{
"id": "CRITICAL-001",
"severity": "critical",
"category": "missing_acceptance_criteria",
"location": "Row 45, Column E",
"task_name": "User Acceptance Testing",
"issue": "No acceptance criteria defined",
"requirement_ref": "REQ-012",
"recommendation": "Add explicit UAT pass/fail criteria"
}
],
"traceability_matrix": [
{
"requirement_id": "REQ-001",
"requirement_name": "User Authentication",
"mapped_tasks": ["1.2.1", "1.2.3"],
"coverage_status": "covered"
}
],
"missing_tasks": [
{
"source": "REQ-005",
"suggested_task": "Data migration validation",
"priority": "high"
}
]
}
scripts/wbs_reviewer.py -- Main WBS review engine with gap analysis logicscripts/excel_annotator.py -- Excel comment injection and formatting utilitiesscripts/requirements_parser.py -- Extract requirements from various document formatsreferences/review_checklist.yaml -- Default WBS review criteria and validation rulesreferences/wbs_review_methodology.md -- Review principles and best practicesreferences/common_wbs_issues.md -- Pattern library of frequent WBS problemsassets/review_template.xlsx -- Template for "Review Summary" sheet structure还没有评价。欢迎分享你的使用感受。
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Track and update action item status from natural language updates like 'Seanのメールには返信しておいた' or 'Lu対応予定'. Integrates with daily-comms-ops workflow. Use when managing action items across communication channels.
中文简介正在准备中。当前显示原文说明。
AI活用提案の専門コンサルタントスキル。LLM・AIエージェントの活用事例知識を基に、業界別、部門別、シーン別に最適なAI導入提案を行います。システム化、業務改善、効率化を得意とし、具体的な活用事例、期待効果、導入ステップを含む実践的な提案を提供します。Use when proposing AI/LLM adoption strategies for specific industries, departments, or business scenarios.
中文简介正在准备中。当前显示原文说明。
Generate AI-powered BPO service proposals for Japanese companies in the US market. Use when creating outsourcing proposals with AI service menus, ROI estimation, implementation roadmaps, and bilingual (JA/EN) proposal documents for 在米日系企業向けAI実装.
中文简介正在准备中。当前显示原文说明。
AI(LLM)が生成した日本語テキストの「AI臭」を検出・診断し、人間らしい文章にリライトするスキル。 Use when: 「AIっぽい文章を直して」「人間らしくリライトして」「AI臭を消して」「この文章をもっと自然にして」 「テキストのAI感を減らして」「機械っぽさを取りたい」 "make this sound more human", "remove AI tone", "humanize this text", "detect if this is AI-generated". 6つのAI特有パターン(視覚的マーカー、単調なリズム、マニュアル的構成、非コミット姿勢、抽象語の濫用、 定型メタファー)を正規表現ベースで検出し、0-100のAI臭スコアを算出。3つの人間化技法 (バランスを崩す・客観を崩す・論理を崩す)でリライトを実行する。 Note: 検出スクリプトは日本語テキスト専用。英語テキストの場合はClaude自身がreferences/を参照して分析・リライトする。
中文简介正在准备中。当前显示原文说明。
Generate audit-ready internal control design documents from As-Is business process inventories. Produces control IDs, assertion mappings, procedures, SoD analysis, KPIs, materiality thresholds, and implementation roadmaps. Use when building internal controls for new audit engagements, SOX/J-SOX compliance, or process improvement initiatives.
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Review audit-related documents (control design documents, bottleneck analyses, requirements definitions, etc.) for quality, scoring them 0-100 with a severity-rated findings list. Use when reviewing audit documents, checking control design quality, or verifying cross-document consistency. Supports documents governed by US GAAP, IFRS, or J-GAAP.
中文简介正在准备中。当前显示原文说明。