Reviews a README for the things that make people try a project, covering the opening line, install steps, a runnable example, proof that it works and contribution info, then proposes concrete edits. Use when the user asks to improve a README, wants more stars or users for an open source project, or is preparing a launch.
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Run score Not tested
See how to installReview the instructions the agent will receive before you install.
Most visitors decide in under a minute. The README has to answer three questions fast: what is this, does it solve my problem, and how do I try it.
Return a prioritized list: the three changes with the most impact first, each with a before and after snippet. End with a short checklist of what is still missing.
If the README is empty, ask what the project does and who it is for, then draft only the opening line and the install section.
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Runs a list of HTTP checks against a base URL from a JSON file and reports status codes, response time and body assertions. Use when the user asks whether an API is up, wants a smoke test after a deploy, or needs to verify that endpoints return what the docs promise.
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Turns git log output into a grouped markdown changelog using conventional commit prefixes such as feat, fix and docs. Use when the user prepares a release, asks for release notes, or wants a summary of what changed between two tags.
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Writes clear git commit messages in the conventional commits style from a diff or a description of the change. Use when the user asks for a commit message, wants to tidy up a message before pushing, or has staged changes and no wording yet.
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Profiles a CSV file column by column, reporting inferred type, missing values, unique counts and min, max and mean for numeric columns. Use when the user hands over a CSV and asks what is in it, whether the data is clean, or what to check before analysis.
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Checks a Dockerfile for common problems such as unpinned base images, running as root, ADD instead of COPY, secrets in ENV or ARG and apt-get without cleanup. Use when the user asks to review, harden or slim down a Dockerfile.
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Compares a .env file with its .env.example template and reports missing keys, undocumented extra keys, empty values and example files that contain real looking secrets. Use when the user asks why an app fails on startup with missing configuration, or wants to check environment files before committing.
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