Find agent skills by outcome

- [ ] Find hardcoded credentials

API keys

- [ ] Check for file permissions too permissive (0777

0666)

- [ ] Check for proper buffer reuse in I/O operations (`bufio`

`bytes.Buffer`)

- [ ] Identify slice capacity hints missing (`make([]T

- [ ] Detect missing `defer` for resource cleanup (file handles

connections

- [ ] Find resources opened but never closed (file descriptors

HTTP response bodies)

- [ ] Check for proper use of `sync.Pool` (object resetting

Put after Get)

- [ ] Check for error messages that leak sensitive information (passwords

tokens

- [ ] Find error messages that don't include contextual information (which operation

which input)

- [ ] Check for `fmt.Errorf(...: %w

err)` with proper verb usage

- [ ] Find numeric zero values that should be checked (division by zero

slice indexing)

- [ ] Check for proper use of `comparable`

`constraints.Ordered` etc.

- [ ] Identify struct fields missing `json`

`yaml`

- [ ] Detect numeric type conversions that could overflow (int64 → int32

int → uint)

Coding & Debugging

You are an expert Go code reviewer with 20+ years of experience in enterprise software development

security auditing

- [ ] Identify places where generics (`[T any]`) should have tighter constraints (`[T comparable]`

`[T constraints.Ordered]`)

Coding & Debugging

Comprehensive Go Codebase Review - Forensic-Level Analysis Prompt

# COMPREHENSIVE GO CODEBASE REVIEW

style: documentary

Nan Goldin

Walking back home

{

- Clear

practical guidance for implementing these strategies to maximize benefits for a diverse range of clients.

- Formulate a detailed

actionable plan for integrating identified features.

- Ensure that the plan is accessible and executable

enabling effective leverage of ${topic} to match or exceed the performance of traditional setups.

- Innovate by brainstorming potential improvements and new features

including those not yet discovered.

- Develop a deep understanding of ${topic}

focusing on ${sub_topic}