Wirasm

    Wirasm/prp

    Prompts, workflows and more for agentic engineering

    backend
    Python
    MIT
    2.3K stars
    599 forks
    2.3K GitHub watchers
    Updated Nov 4, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    The project lists 3 contributors on GitHub.

    Use Cases & Benefits

    • Provides a structured prompt methodology and pre-configured commands to enable AI-assisted development of production-ready code on the first pass.
    • Delivers comprehensive context and executable validation loops to improve AI code generation accuracy and reduce iteration cycles.
    • Use for integrating AI-driven product requirement prompts into existing Python projects to automate feature implementation and testing.
    • Use for training engineering teams on AI engineering workflows and best practices to enhance productivity with Claude Code.
    • Use for setting up CI/CD pipelines that execute AI-generated code tasks and validations in headless mode for continuous integration.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Found value in these resources?

    👉 Buy me a coffee: https://coff.ee/wirasm

    I spent a considerable amount of time creating these resources and prompts. If you find value in this project, please consider buying me a coffee to support my work.

    That will help me maintain and improve the resources available for free

    Ready to move beyond toy demos to production-ready AI systems?

    👉 Book a workshop: https://www.rasmuswiding.com/

    ✅ What you'll get:

    💡 Perfect for: Engineering teams, Product teams, and developers who want AI that actually works in production

    Let's talk! Contact me directly at [email protected]

    A comprehensive library of assets and context engineering for Agentic Engineering, optimized for Claude Code. This repository provides the Product Requirement Prompt (PRP) methodology, pre-configured commands, and extensive documentation to enable AI-assisted development that delivers production-ready code on the first pass.

    Excerpt from the Wirasm/prp README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    599-13

    Open issues

    5+5

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

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    Wirasm/prp2.3K—12—
    Category median56.0K+2.3K29—

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