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12 resources

Tool · Beginner · 3 min
Regex tester
Test a pattern against sample text and see every match and group.
- Runs a JavaScript regular expression against your text and lists matches with positions and capture groups.
Claude CodeCursor
Tool · Beginner · 3 min
JSON to TypeScript
Turn a JSON sample into interfaces in one click.
- Paste a JSON payload from an API or a fixture and get TypeScript interfaces for it, nested objects included.
Claude CodeCursor
Checklist · Beginner · 10 min
Accepting an assistant's code change checklist
What to check before an assistant-written diff is committed.
- Assistants write plausible code fast. The failure mode is not syntax; it is confident wrongness in the places you did not read.
- ☐ You read every changed line, including tests
- ☐ The tests were run by you or the output was pasted
Items 10Claude CodeCursor
Code recipe · Intermediate · 15 min
Snapshot test harness for a pure function
Record current outputs for a set of inputs so a refactor can prove it changed nothing.
- You need to refactor a function with no tests; a snapshot of its behaviour on real inputs is the fastest honest safety net.
Language TypeScriptClaude CodeCursor
AI tool guide · Beginner · 20 min
GitHub Copilot for AI coding
Use Copilot completions and chat for the boilerplate and stay in charge of the design.
- Copilot completes code as you type and offers a chat that understands the open files and, with the right setup, the repository; it is strongest on repetitive code and tests, weakest on architecture and anything it cannot see.
- Workflow: Test generation
- Workflow: Boilerplate
Claude CodeCursor
AI tool guide · Beginner · 20 min
Cursor for AI coding
Use Cursor's inline edits, chat with codebase context and agent mode without losing control of the diff.
- Cursor is an editor with the model wired into inline edits, a chat that can read your codebase, and an agent mode that makes multi-file changes; its value is speed on changes you already understand, and its risk is accepting diffs you did not read.
- Workflow: Inline edit with a precise instruction
- Workflow: Agent mode for a small feature
Claude CodeCursor
Automation recipe · Intermediate · 45 min
Nightly dependency audit summary: automation recipe
Build nightly dependency audit summary as a GitHub Actions automation: summarise new vulnerability advisories for your dependencies into an actionable morning note.
- Trigger: Schedule: 06:00 UTC daily.
- 1. Run
- 2. Anthropic or OpenAI
Platform GitHub ActionsActions 4Claude CodeCursor
Automation recipe · Intermediate · 45 min
AI review comment on every PR: automation recipe
Build aI review comment on every PR as a GitHub Actions automation: post an assistant review comment on each pull request with ranked findings and the test result.
- Trigger: pull_request opened or synchronised.
- 1. Checkout
- 2. Run
Platform GitHub ActionsActions 4Claude CodeCursor
Workflow · Beginner · 20 min
Pull request review with an assistant workflow
Use an assistant as a first reviewer so human review time goes to judgement, not to finding missing null checks.
- When: Every pull request before requesting human review.
- 1. Run the tests through the assistant
- 2. Ask for findings with lines
Steps 4Tools Claude Code or a review bot, The repository's contributing rulesClaude CodeCursor
Workflow · Advanced · 2h
Legacy module refactor with a safety net workflow
Refactor an old module in small steps with tests or snapshots proving nothing changed.
- When: A module you have to touch and dread touching.
- 1. Capture the safety net
- 2. Ask for a plan, not a rewrite
Steps 5Tools Claude Code or similar, Test runner, Snapshot toolingClaude CodeCursor
Workflow · Intermediate · 30 min
Bug fix from a report workflow
Go from a bug report to a fixed, tested commit with the assistant doing the tracing and you doing the judging.
- When: A reproducible bug report.
- 1. Reproduce first
- 2. Trace the cause
Steps 5Tools Claude Code or similar, The bug reportClaude CodeCursor
Workflow · Intermediate · 40 min
Test-first feature with an assistant workflow
Build a feature with an assistant by writing the failing test first, so the assistant's code has something to be right against.
- When: Any feature small enough to describe in one paragraph.
- 1. Describe and point
- 2. Run the failing test
Steps 5Tools Claude Code, Cursor or similar, Your test runnerClaude CodeCursor

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