菜单
Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
基于 SOC 职业分类
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/vamseeachanta/workspace-hub --skill ai-tool-assessment命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
Write outbound email and external messages in Vamsee Achanta's voice — a subtle offer to help, never bold or rash claims. Load before drafting ANY email, LinkedIn/Collide reply, proposal note, or outreach sent under his name.
Save/publish analysis or computation results from ANY ecosystem repo to Hugging Face as a queryable, viewer-renderable dataset. Use when the user wants to "save results to hugging face", "publish dataset to HF", "hugging face data saving", "save analysis results", "hf dataset", "make results queryable", or "render via datasets-server API". Reshapes nested results into flat parquet tables, writes a dataset card with a viewer `configs:` block and provenance, applies license/public-vs-private routing, enforces a domain data-quality gate (faithful-to-source != correct), publishes to `aceengineer/<repo>-<projection>`, and verifies via the datasets-server API.
Clone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
| name | ai-tool-assessment |
| description | Assess and report on AI tool subscriptions, usage patterns, and cost-effectiveness. Use for reviewing AI subscriptions, analyzing tool usage, optimizing AI spend. |
| type | reference |
| version | 2.0.0 |
| category | operations |
| last_updated | "2026-01-02T00:00:00.000Z" |
| related_skills | ["background-service-manager"] |
| capabilities | [] |
| requires | [] |
| tags | [] |
| scripts_exempt | true |
This skill provides a structured framework for evaluating AI tool subscriptions, identifying underutilized services, and optimizing AI-related spending. It generates comprehensive reports with actionable recommendations.
reports/ai-tool-assessment/assessment-YYYYMMDD.md# View latest assessment
cat reports/ai-tool-assessment/assessment-$(date +%Y%m%d).md
# List all assessments
ls -la reports/ai-tool-assessment/
User asks to assess AI tools, review AI subscriptions, or analyze AI tool usage.
When triggered, perform the following assessment:
Review current paid memberships from docs/AI_development_tools.md:
| Service | Plan | Monthly Cost | Annual Cost |
|---|---|---|---|
| Codex (Anthropic) | Max Plan | $106.60 | $1,279.20 |
| OpenAI | ChatGPT Plus | $21.28 | $255.36 |
| Google AI | Pro | $19.99 | $239.88 |
| GitHub Copilot | Pro | $8.88/mo | $106.60 |
| TOTAL | $156.75 | $1,881.04 |
Assess each tool category:
Primary AI Assistants:
Development Tools:
Create report at reports/ai-tool-assessment/assessment-YYYYMMDD.md with:
# AI Tool Usage Assessment - [DATE]
## Executive Summary
- Total monthly spend: $X
- Primary tools in active use: [list]
- Tools underutilized: [list]
- Recommended actions: [list]
## Subscription Status
[Table of all subscriptions with renewal dates if known]
## Usage Patterns
[Analysis of which tools are used for what purposes]
## Cost-Effectiveness Analysis
| Tool | Cost/Month | Usage Level | Value Rating |
|------|------------|-------------|--------------|
| ... | ... | High/Medium/Low | 1-5 stars |
## Overlap Analysis
[Identify redundant capabilities across tools]
## Recommendations
1. [Keep/Cancel/Downgrade recommendations]
2. [Usage optimization suggestions]
3. [New tools to consider]
## Next Review Date
[Set quarterly review schedule]
Before generating report, ask:
reports/ai-tool-assessment/docs/AI_development_tools.md if status changes
## Executive Summary
**Assessment Date:** YYYY-MM-DD
**Review Period:** [Month/Quarter]
**Total Monthly Spend:** $XXX.XX
### Key Findings
1. [Primary finding]
2. [Secondary finding]
3. [Tertiary finding]
### Immediate Actions Required
- [ ] [Action 1]
- [ ] [Action 2]
### Long-term Recommendations
1. [Recommendation with timeline]
2. [Recommendation with timeline]
## Tool Comparison Matrix
| Capability | Codex | OpenAI | Google | Copilot |
|------------|--------|--------|--------|---------|
| Code Generation | ★★★★★ | ★★★★☆ | ★★★☆☆ | ★★★★☆ |
| Long Context | ★★★★★ | ★★★☆☆ | ★★★★☆ | N/A |
| IDE Integration | ★★★★☆ | ★★☆☆☆ | ★★★☆☆ | ★★★★★ |
| Cost Value | ★★★☆☆ | ★★★★☆ | ★★★★★ | ★★★★★ |
coordination/session-start-routine/SKILL.md - Includes tool health checks