# token-aware-dashboard

> Use this tool when you need to track and analyze execution metrics for agile development projects, solving problems of inefficient sprint planning and resource allocation. It takes in data from Jira stories and Git merge requests, and outputs actionable insights on agentic throughput, input/output tokens, and human-in-the-loop delay. Ideal for use in software development teams seeking to optimize their workflows and improve productivity.

Canonical page: https://skillsregistry.net/skills/shwetak345-token-aware-dashboard  
JSON: https://api.skillsregistry.net/v1/skills/shwetak345-token-aware-dashboard

## Description

A telemetry and sprint insights dashboard built with FastAPI (Mock MCP) and React. Tracks execution metrics (input/output tokens, verification loops, human-in-the-loop delay) per Jira story and Git merge request to measure agentic throughput.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** version-control
- **Updated:** 2026-09-01

## Source

- **Source listing:** [GitHub](https://github.com/shwetak345/token-aware-dashboard)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "shwetak345-token-aware-dashboard"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shwetak345-token-aware-dashboard` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shwetak345-token-aware-dashboard/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt