repo-debugging-ledger

repo-debugging-ledger is a skill for Codex from markoblogo/abvx-agent-skills. It costs 59 tokens per session (470 once invoked), scanned A, original, MIT.

A structured way to debug a repository by recording possible causes, checked locations, and test results. It creates a small repeatable signal, such as a test, command, request, or log check.

In plain words
What is it for?
Use it when tests, continuous integration, local tools, or application behavior fail, regress, or behave inconsistently.
Why use it?
It reduces repeated searches, circular guesses, and fixes that were never properly tested.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it when tests, continuous integration, local tools, or application behavior fail, regress, or behave inconsistently.

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Install with agentmods
npx agentmods add skills/markoblogo/abvx-agent-skills/repo-debugging-ledger
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 markoblogo/abvx-agent-skills --skill repo-debugging-ledger
Clone the repo
git clone --depth 1 https://github.com/markoblogo/abvx-agent-skills

Made for: 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 repo-debugging-ledger

README.md
[![agentmods](https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/repo-debugging-ledger/github.svg)](https://agentmods.dev/skills/markoblogo/abvx-agent-skills/repo-debugging-ledger)
Your own site
<a href="https://agentmods.dev/skills/markoblogo/abvx-agent-skills/repo-debugging-ledger"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/repo-debugging-ledger/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 repo-debugging-ledger

Your own site · 80×15
<a href="https://agentmods.dev/skills/markoblogo/abvx-agent-skills/repo-debugging-ledger"><img src="https://agentmods.dev/badge/skills/markoblogo/abvx-agent-skills/repo-debugging-ledger.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 59 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 470 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00059 $0.00470
Opus 5 $0.00030 $0.00235
Sonnet 5 $0.00012 $0.00094
Haiku 4.5 $0.00006 $0.00047

Measured 9d ago against content hash 46b40fc9304a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

repo-debugging-ledger scanned grade A with 0 findings 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 9d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/repo-debugging-ledger/SKILL.md · 75 lines

What it actually says

Repo Debugging Ledger

Use this skill as a lightweight overlay on normal debugging. Its job is to prevent loops and untested assumptions.

Start With A Repro Signal

Create the smallest useful pass/fail loop:

  • unit/integration test,
  • CLI command,
  • HTTP request,
  • browser script,
  • fixture replay,
  • log assertion,
  • repeated flake trigger.

If no loop exists, state the best available signal and what artifact would make it deterministic.

Hypothesis Ledger

Before editing, write or mentally maintain 3-5 ranked hypotheses:

H1:
Prediction:
Probe:
Result:
Status: open / supported / falsified

Probe one variable at a time. Prefer evidence that distinguishes between hypotheses.

Checked-Location Ledger

Track what has already been inspected:

Checked:
- file/function/command:
  evidence:
  conclusion:

Do not reopen the same file, rerun the same broad search, or repeat the same command unless a phase change makes it newly relevant: new failing signal, new stack trace, changed code, or a narrowed hypothesis.

Search And Instrumentation

  • Use rg and targeted file reads first.
  • Search for exact symbols, error text, config keys, route names, and call sites before broad terms.
  • Tag temporary logs with a unique marker such as [DEBUG-7b3c].
  • Remove temporary instrumentation before finalizing.
  • If a likely area is exhausted, broaden to a different subsystem instead of cycling through the same files.

Fix Discipline

  • Add or identify a regression check before the fix when a reasonable seam exists.
  • Keep the fix scoped to the supported hypothesis.
  • Re-run the original repro signal after the fix.
  • Run the project’s normal checks before finalizing, or explain the blocker.

Final Report

Include:

  • root cause or best-supported cause,
  • files changed,
  • verification run,
  • residual risks or missing test seam.
Files

What ships with it

2 files 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. 9d ago First seen · 75 lines · 59 tokens per session scan A 46b40fc9304a

Subscribe to this mod's changes

repo-debugging-ledger is a skill published in the GitHub repository markoblogo/abvx-agent-skills (16 stars, last pushed yesterday), licensed MIT. It adds 59 tokens to every session and 470 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.