shadcn/improve
Use your most capable model to audit your codebase and write plans for cheaper models to execute. observed · 2026-08-28
Health v2 · maintenance only
53/100
- Activity 87
- Release rhythm 35
- Longevity 6
Flags: no_releases young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 84
- days_rel: n/a
- days_push: 79
- n_releases_24m: 0
Adoption not part of the score
8997 stars · 404 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
An agent skill that audits a codebase using a capable LLM and writes self-contained markdown implementation plans for cheaper models to execute. It never implements changes itself; the plan is the product, with commands for audits, planning, execution dispatch, and backlog reconciliation.
Use cases
- audit my codebase for tech debt and bugs
- generate implementation plans for AI coding agents
- use an expensive model to plan and a cheap model to implement
- review only what my current branch changes before a PR
- dispatch a cheaper model to execute a plan and review its diff
- keep a backlog of agent tasks reconciled across sessions
- get feature suggestions for where to take my project
When to choose
- you use LLM coding agents and want to split planning from execution to cut costs
- you want structured, reviewable markdown specs instead of ad-hoc agent prompts
- you work in any agent that supports the Agent Skills format
When to avoid
- you want a tool that automatically implements and merges fixes
- you don't use LLM-based coding agents in your workflow
- you need a standalone GUI or CI-integrated static analyzer rather than an agent skill
Facets
plugin · maturity active
developer-tools code-review workflow-automation agent-framework prompt-engineering developer-tools version-control cli cross-platform agent-skills code-audit implementation-plans llm-orchestration code-quality ai-agents automation
1 source
- readme: https://github.com/shadcn/improve · fetched 2026-08-28 · 653a7a855936
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| shadcn/improve | main | 53 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem