Pack 316 · AI · 18 items
Code Review & Debugging Pack
18 prompts for code review and debugging — real jobs from the week, with the steps, rules and output an expert would ask for.
€6one-time · 18 prompts & skills · ≈ €0.33 each
- Instant download
- Yours to keep
- Works in ChatGPT, Claude, Gemini
What's inside
Made for code review and debugging
18 prompts- PromptConcurrency And Race Condition Hunter
Inspects multithreaded or async code for races, deadlocks, and visibility bugs and proposes safe synchronization.
- PromptConfiguration And Environment Drift Debug
Diagnoses 'works on my machine' bugs by isolating config, dependency, and environment differences.
- PromptDatabase Query And Index Review
Reviews SQL and ORM usage for slow queries, missing indexes, N+1 problems, and correctness under concurrency.
- PromptDiff Self-Critique Before Commit
Has the model critique its own proposed change adversarially, surfacing bugs and weaknesses before you commit it.
- PromptError Handling And Resilience Review
Evaluates how code handles failures, retries, and partial outages, recommending robust failure semantics.
- PromptFlaky Test Stabilizer
Diagnoses why an intermittently failing test is flaky and rewrites it to be deterministic and reliable.
- PromptLog And Telemetry Forensics
Reconstructs an incident timeline from logs and metrics, separating cause from cascading effects.
- PromptMicroservice Distributed Failure Debug
Diagnoses failures that span services, focusing on timeouts, retries, idempotency, and partial-failure consistency.
- PromptNull And Edge-Case Defensive Review
Hunts for null/undefined dereferences, boundary errors, and unhandled edge cases across a function's input space.
- PromptPerformance Bottleneck Diagnosis
Analyzes slow code for algorithmic and I/O hotspots, estimates complexity, and proposes measurable optimizations.
- PromptPull Request Review With Severity Triage
Reviews a pull request diff and returns issues bucketed by blocking, major, minor, and nit severity with concrete fixes.
- PromptReadability And Maintainability Critique
Critiques code for clarity, naming, structure, and cognitive load, then proposes a cleaner version.
- PromptRefactoring Safety Review
Verifies that a refactor preserves behavior, flagging hidden semantic changes and gaps in test coverage.
- PromptRoot-Cause Analysis From a Stack Trace
Walks a stack trace and surrounding code step by step to isolate the true root cause and propose a minimal verified fix.
- PromptRubber-Duck Guided Debugging Session
Runs an interactive Socratic debugging dialogue that guides the developer to the root cause instead of just handing it over.
- PromptSecurity-Focused Code Audit
Audits a code module against the OWASP Top 10 and common weakness patterns, reporting exploitability and remediation.
- PromptTest Coverage Gap And Test Quality Review
Evaluates existing tests for meaningful coverage, weak assertions, and missing scenarios, then proposes new tests.
- PromptType System And Generics Soundness Review
Reviews typed code for unsound casts, any-leaks, weak generics, and runtime/compile-time type mismatches.
What you download
Everything comes in one pack (.zip) you keep. Start with 00-GIVE-THIS-TO-YOUR-AI.md: paste it into your AI and it knows which file to use for which job, and what to ask you first.
More for Developers
code-review-debugging/ ├─ 00-GIVE-THIS-TO-YOUR-AI.md ├─ START-HERE.md ├─ TIPS-AND-FOLLOW-UPS.md ├─ AI-CHEAT-SHEET.md └─ prompts/ ├─ 01-concurrency-and-race-condition-hunter.md ├─ 02-configuration-and-environment-drift-debug.md ├─ 03-database-query-and-index-review.md ├─ 04-diff-self-critique-before-commit.md ├─ 05-error-handling-and-resilience-review.md ├─ 06-flaky-test-stabilizer.md ├─ 07-log-and-telemetry-forensics.md ├─ 08-microservice-distributed-failure-debug.md ├─ 09-null-and-edge-case-defensive-review.md ├─ 10-performance-bottleneck-diagnosis.md ├─ 11-pull-request-review-with-severity-triage.md ├─ 12-readability-and-maintainability-critique.md ├─ 13-refactoring-safety-review.md ├─ 14-root-cause-analysis-from-a-stack-trace.md ├─ 15-rubber-duck-guided-debugging-session.md ├─ 16-security-focused-code-audit.md ├─ 17-test-coverage-gap-and-test-quality-review.md └─ 18-type-system-and-generics-soundness-review.md
A look inside
ROLE: You are a concurrency expert reviewing multithreaded/async code for nondeterministic bugs. CONTEXT: This code runs in [RUNTIME, e.g. JVM threads, Go goroutines, Node async, Python asyncio] under …
Questions
What do I get?
A .zip with 18 prompts for code review and debugging: each prompt as a ready .md file, each skill as a SKILL.md folder, plus 00-GIVE-THIS-TO-YOUR-AI.md (a start file your AI reads first), START-HERE.md, TIPS-AND-FOLLOW-UPS.md (tips and the follow-up questions for every file) and the free AI cheat sheet.
How do I use it?
Open ChatGPT, Claude or Gemini and paste 00-GIVE-THIS-TO-YOUR-AI.md, or attach the folder. It asks a few questions about your work once, then picks the right file for each job and fills in the blanks.
Is it a subscription?
No. €6 once, and the files are yours to keep. Nothing renews.
How do I download it?
Right after checkout, on the confirmation page. Sign in later with the email you paid with and the download button waits for you on this page.
Why this price?
Packs are priced by what they hold: €0.50 a prompt and €1 a skill. This one is €6, about €0.33 an item.