pos-ai: Skill for Claude Code

.claude/skills/debugging/SKILL.md

debugging is a skill for Claude Code from abuango/pos-ai. It costs 56 tokens per session (1,302 once invoked), scanned C, original, MIT.

A step-by-step guide for finding and fixing software bugs. It starts by reproducing the problem, then narrows down where and why it occurs.

In plain words
What is it for?
Use it when code is broken, an error occurs, something is not working, or an issue needs tracing.
Why use it?
It prevents repeated guesswork by requiring clear errors, context, reproduction steps, and evidence at each stage.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

This is abuango/pos-ai's own configuration. It tells Claude Code how to work on pos-ai itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything pos-ai configures →

Reuse

Borrowing it

Nothing to install: this file belongs to abuango/pos-ai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/abuango/pos-ai/main/.claude/skills/debugging/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/abuango/pos-ai

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for debugging

README.md
[![agentmods](https://agentmods.dev/badge/skills/abuango/pos-ai/debugging/github.svg)](https://agentmods.dev/skills/abuango/pos-ai/debugging)
Your own site
<a href="https://agentmods.dev/skills/abuango/pos-ai/debugging"><img src="https://agentmods.dev/badge/skills/abuango/pos-ai/debugging/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for debugging

Your own site · 80×15
<a href="https://agentmods.dev/skills/abuango/pos-ai/debugging"><img src="https://agentmods.dev/badge/skills/abuango/pos-ai/debugging.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,302 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00056 $0.01302
Opus 5.5 $0.00022 $0.00521
Sonnet 5.5 $0.00011 $0.00260
Haiku 4.5 $0.00006 $0.00130

Measured 2mo ago against content hash 60e72b0f3088, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

debugging scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

- Check `.next/` cache — `rm -rf .next` if stale
.claude/skills/debugging/SKILL.md · 142 lines

How it starts

The opening of the file, as written. The whole thing — 142 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Debugging Skill

You are systematically debugging an issue. Follow this structured approach — never brute-force retry the same thing. Every step narrows the search space.

Setup

Before starting: check .handoff/sessions/ for active sessions, read context status.yaml, run git status. Follow .rules/universal.md (Plan -> Approve -> Execute).

Process

Step 1: Reproduce

Before anything else, confirm the bug exists and is reproducible.

  1. Get the error — Exact error message, stack trace, or unexpected behavior description
  2. Get the context — When did it start? What changed recently? Which environment?
  3. Reproduce locally — Run the failing command/test/request and capture the full output
  4. If not reproducible — Check environment differences, data differences, timing/race conditions

Output: "I can reproduce this: {exact steps and output}" — OR — "Cannot reproduce. Need: {what additional info is required}"

Step 2: Isolate

Narrow down where the bug lives.

  1. Check recent changes — git log --oneline -20, git diff for uncommitted work
  2. Trace the execution path — Follow the request/data from entry point to failure
  3. Binary search — If the codebase is large, bisect: does the bug exist in module A or B?
  4. Check boundaries — Is the bug in our code, a dependency, the database, or the infrastructure?

Key questions:

  • Does it fail with the simplest possible input?
  • Does it fail in a different environment?
  • Does reverting the last change fix it?
  • Is it data-dependent?

Output: "The bug is in {file}:{line_range} because {evidence}"

Step 3: Diagnose

Understand the root cause, not just the symptom.

  1. Read the code — Read the actual implementation, don't assume
  2. Check assumptions — What does the code assume about inputs, state, ordering?
  3. Look for common patterns:
    • Null/undefined access — Missing null checks, optional chaining needed
    • Race condition — Async operations completing in unexpected order
    • State mutation — Shared state modified unexpectedly
    • Type mismatch — String vs number, date formats, encoding
    • Off-by-one — Array bounds, pagination, date ranges
    • Missing migration — Database schema doesn't match model
    • Cache stale — OPcache, view cache, query cache serving old data
    • Environment mismatch — .env values, Docker config, service URLs
    • Dependency version — Breaking change in updated package

Read the full file on GitHub · 142 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 142 lines · 56 tokens per session scan C 60e72b0f3088

Subscribe to this mod's changes

debugging is a skill published in the GitHub repository abuango/pos-ai (2 stars, last pushed 7mo ago), licensed MIT. It adds 56 tokens to every session and 1,302 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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