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.
npx skills add markoblogo/abvx-agent-skills --skill repo-debugging-ledgergit clone --depth 1 https://github.com/markoblogo/abvx-agent-skillsWrote 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.
[](https://agentmods.dev/skills/markoblogo/abvx-agent-skills/repo-debugging-ledger)<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.
<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>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once 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 |
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.
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
rgand 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.
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.
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.
- 9d ago First seen · 75 lines · 59 tokens per session scan A 46b40fc9304a
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.
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