claude-code-prompts
Independently written prompt templates for building AI coding agents, inspired by patterns observed in Claude Code codebase. System prompts, tool prompts, agent prompts, memory management, and multi-agent coordination.
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
Claude Code
> /plugin marketplace add repowise-dev/repowise> /plugin install repowise@repowise
Codex
$ npx skills add repowise-dev/repowise -a codex
Cursor
$ npx skills add repowise-dev/repowise -a cursor
Gemini CLI
$ npx skills add repowise-dev/repowise -a gemini-cli
GitHub Copilot
$ copilot plugin marketplace add repowise-dev/repowise$ copilot plugin install repowise@repowise
OpenCode
$ npx skills add repowise-dev/repowise -a opencode
Windsurf
$ npx skills add repowise-dev/repowise -a windsurf



Quickstart · For your agent · What it does · Hosted · Benchmarks · Teams · Docs
Open Claude Code, Codex, Cursor or any MCP-capable agent in your repository and paste:
Read https://docs.repowise.dev/setup.md and set up Repowise in this repository.
The agent installs Repowise, indexes the repo with no API key, connects itself to the index, and asks you before anything costs money. To do it by hand:
uv tool install repowise # or: pipx install repowise / pip install repowise
cd /path/to/your/repo
repowise init --yes --no-prose # graph, git, health, dead code, docs. No key, no spend.
# answers and docs: run repowise generate (one command, no re-index)
repowise serve # dashboard + MCP server (needs Node 20+; first run downloads the UI)
serve opens the dashboard in your browser. After a first index it starts with a short
guided tour, and Setup is where you connect agents, turn on sync and add coverage or a model.
Restart Claude Code or run /mcp, then ask "What breaks if I change
src/auth.py?" or "Use Repowise get_overview to summarize this repository."
init wires Claude Code for this repo and adds the global repowise MCP entry
when there is none; it never moves one that serves another repo. Full setup for every agent →
Without an index, an agent rediscovers your codebase on every task: grep, open a file, open three more, grep again. Repowise answers those questions ahead of time, so the agent asks once and gets on with the work.
In a measured run on django/django, an agent with Repowise made 3.8 tool calls
instead of 7.2, opened 3.0 files instead of 7.2 and wrote 31.6% less, with
answers just as good. That is the largest saving of the five context tools we
tested. On a small local model the output cut reaches 47.9%.
How it was measured →
repowise distill trims test, install and git
output before the agent reads it and keeps every error line.
Distill →CLAUDE.md and
AGENTS.md current from the index.repowise saved and the dashboard's Usage and savings
page count the tokens your agent no longer has to read.One index of your code, its history and its decisions, used three ways: to understand the code, to change it safely, and to keep improving it.





Every question it answers
| You ask | Repowise gives you |
|---|---|
| How does checkout work in this repo? | A cited answer built from the call graph and the generated docs, in one call. Search and answers |
| What calls this function, and what does it call? | A call graph across 28 parsed languages, every edge stamped with how it was resolved and how far to trust it, plus traced execution flows from each entry point. The graph |
| Can I get docs for this codebase? | A wiki for every module and file, rendered from the code's structure with no key, or written by a model when you choose. It updates incrementally after each commit. Docs |
| Which of our docs are wrong? | Markdown checked against the tree: every reference to a file or symbol the code no longer has, with the line to edit. Doc drift |
| Why is it built this way? | Decisions mined from ADRs, # WHY: comments, commit and PR history and your agent sessions, each tied to the code it governs and flagged when it goes stale. Decisions |
| Who knows this code? | Owners, bus factor, fading ownership when the main author goes quiet, and suggested reviewers. Ownership |
| Can I see the architecture? | An explorable dependency map, C4 views, and a Structurizr export, no model involved. Dashboard |
| You ask | Repowise gives you |
|---|---|
| What breaks if I change this? | Symbol-level blast radius: the callers of what you changed, the files that historically change with it but are missing from your diff, and the tests that reach it. Change risk |
| How risky is this PR? | Where the change ranks against your repository's own recent commits, with the reasons, as a directive your agent can act on. Change risk |
| Which tests should run? | The tests a diff actually exercises, from a coverage report if you have one and from the call graph if you do not. Test intelligence |
| Did this PR add untested lines? | Patch coverage, branch coverage on changed lines and path-scoped gates in CI, on GitHub, GitLab or any runner. CI gates |
Independently written prompt templates for building AI coding agents, inspired by patterns observed in Claude Code codebase. System prompts, tool prompts, agent prompts, memory management, and multi-agent coordination.
A development methodology for coding agents that makes the agent brainstorm before building, follow plans, run parallel work and finish branches in a disciplined way. You get fewer skipped steps and more consistent results from your coding assistant.
Helps you take a change from a rough idea or bug report through to a tested, reviewed result, with each step handled by a focused skill. Its skills cover pinning down domain terms, designing module interfaces, diagnosing hard bugs, and reviewing changes against your repo's coding standards.
Gives your coding agent a planning, testing and review routine to follow on every task. It plans before building, checks changes with tests, has a fresh reviewer look for regressions, and saves repeated wins as reusable skills.
Developer tools for working on the React codebase itself. Provides skills for extracting error messages, managing and debugging feature flags across release channels, running Flow type checks, and fixing lint and formatting issues before committing.
Install it with the command on its page. It includes architectural-decisions, change-review, code-health. Its skills do not fire on their own yet. Free and open source.
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