agentmods.dev

debug-mantra

debug-mantra is a skill for Claude Code, Codex from ksmaster03/claude-canfly-skill. It costs 103 tokens per session (1,104 once invoked), scanned A, original, no licence file.

A four-step method for investigating software bugs: reproduce the problem, trace how it fails, challenge the suspected cause, and check all relevant clues.

In plain words
What is it for?
Use it when a program behaves incorrectly to work through the failure in a fixed order before changing code.
Why use it?
It reduces guesswork during debugging by requiring evidence before suggesting a fix.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

not rated 14repo 2mo ago A scan 103 tokens no licence

Good fit Use it when a program behaves incorrectly to work through the failure in a fixed order before changing code.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ksmaster03/claude-canfly-skill/debug-mantra
View source ↗ ksmaster03/claude-canfly-skill
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ksmaster03/claude-canfly-skill --skill debug-mantra
Clone the repo
git clone --depth 1 https://github.com/ksmaster03/claude-canfly-skill

Made for: Claude Code, Codex.

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 debug-mantra

README.md
[![agentmods](https://agentmods.dev/badge/skills/ksmaster03/claude-canfly-skill/debug-mantra/github.svg)](https://agentmods.dev/skills/ksmaster03/claude-canfly-skill/debug-mantra)
Your own site
<a href="https://agentmods.dev/skills/ksmaster03/claude-canfly-skill/debug-mantra"><img src="https://agentmods.dev/badge/skills/ksmaster03/claude-canfly-skill/debug-mantra/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 debug-mantra

Your own site · 80×15
<a href="https://agentmods.dev/skills/ksmaster03/claude-canfly-skill/debug-mantra"><img src="https://agentmods.dev/badge/skills/ksmaster03/claude-canfly-skill/debug-mantra.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 103 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,104 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00103 $0.01104
Opus 5.5 $0.00041 $0.00442
Sonnet 5.5 $0.00021 $0.00221
Haiku 4.5 $0.00010 $0.00110

Measured 2mo ago against content hash 6084d056c752, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

debug-mantra scanned grade A 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- **Reliable repro** → capture the exact steps, inputs, and environment as a runnable artifact: failing test, curl script, CLI invocation, replay harness.
craft-skills/debug-mantra/SKILL.md · 76 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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 · 76 lines · 103 tokens per session scan A 6084d056c752

Subscribe to this mod's changes

debug-mantra is a skill published in the GitHub repository ksmaster03/claude-canfly-skill (14 stars, last pushed 2mo ago), with no licence file. It adds 103 tokens to every session and 1,104 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Debugging
Related

debug-mantra compared with skills from other repositories

debug-mantra next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
debug-mantraksmaster03/claude-canfly-skillSkill142mo agononeA103Claude Code, Codex
systematic-debuggingopen-metadata/OpenMetadataSkill16kyesterdayApache-2.0A37Claude Code
log-error-digestzebbern/claude-code-guideSkill4.7k3d agoMITA71Claude Code, Codex
cwv-optimizeradobe/skillsSkill319yesterdayApache-2.0A112Claude Code
ci-fixersipyourdrink-ltd/bernsteinSkill1.2kyesterdayApache-2.0A15Claude Code, Codex
triaging-web-analytics-supportPostHog/posthogSkill41kyesterdaynoneA151Claude Code, Codex
diagnosing-missing-recordingsPostHog/posthogSkill41kyesterdaynoneA76Claude Code, Codex