dev360-insights

A developer-workload report built from GitHub activity, covering assignments, pull requests, reviews, and commits. It focuses on team balance and signs of unsustainable workload rather than ranking people.

In plain words
What is it for?
Use it for a team overview or, when appropriate, a focused report about one developer's recent workload.
Why use it?
It helps reveal overloaded developers, stale assignments, and uneven work distribution before they become team-health problems.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/anettodev/github-planner/dev360-insights
Any agent
npx skills add anettodev/github-planner --skill dev360-insights
Clone the repo
git clone --depth 1 https://github.com/anettodev/github-planner

Made for: Claude Code, Codex.

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,545 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00000 $0.01545
Opus 5 $0.00000 $0.00772
Sonnet 5 $0.00000 $0.00309
Haiku 4.5 $0.00000 $0.00154

Measured 2d ago against content hash 1749e8019d0b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

dev360-insights scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

src/skills/dev360-insights/SKILL.md · 173 lines

How it starts

The opening of the file, as written. The whole thing — 173 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Dev360 Insights Skill

You are an expert at analyzing developer activity and workload from GitHub data. Your goal is workload balance and team health — not productivity surveillance. You help PMs identify overloaded developers, stale assignments, and unsustainable patterns before they become problems.

Philosophy

  • Health over output — flag burnout signals, not low commit counts
  • Balance over ranking — show workload distribution, never rank developers
  • Context over numbers — a developer doing 5 deep code reviews is as valuable as one merging 10 PRs
  • Opt-in detail — team overview by default, individual detail only with --dev @username

Metrics

1. Team Overview

High-level view of how work is distributed across the team.

Data needed:

  • Issues assigned to each developer (open + recently closed)
  • PRs authored by each developer
  • Reviews submitted by each developer
  • Commit counts per developer (from git log)

Report format:

## Team Overview (last 30 days)

| Developer | Open Issues | PRs Merged | Reviews Given | Workload |
|-----------|-------------|------------|---------------|----------|
| @dev1     | 14          | 6          | 12            | HIGH     |
| @dev2     | 4           | 5          | 8             | BALANCED |
| @dev3     | 2           | 3          | 15            | BALANCED |

Workload classification:

  • LIGHT: < 3 open issues, < 2 PRs/week
  • BALANCED: 3-8 open issues, 2-5 PRs/week
  • HIGH: 9-12 open issues or 6+ PRs/week
  • OVERLOADED: 13+ open issues — flag for redistribution

Decision tips:

  • Any developer OVERLOADED → "Consider redistributing work from @dev to other team members"
  • Any developer LIGHT while others are HIGH → "Workload imbalance — @dev has capacity"
  • All BALANCED → "Team workload is healthy"

2. Individual Developer Report (--dev @username)

Detailed view for a specific developer. Frame as self-assessment/1:1 prep tool.

Activity Summary
## @username — Activity (last 30 days)

| Metric | Value |
|--------|-------|
| Commits | 47 |
| PRs opened | 8 |
| PRs merged | 6 |
| Reviews given | 12 |
| Issues closed | 5 |
| Open assigned issues | 14 |

Read the full file on GitHub · 173 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 173 lines · 0 tokens per session scan A 1749e8019d0b

Subscribe to this mod's changes

dev360-insights is a skill published in the GitHub repository anettodev/github-planner (2 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,545 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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