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 thalysjuvenal/advpl-specialist --skill advpl-debugginggit clone --depth 1 https://github.com/thalysjuvenal/advpl-specialistWrote 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/thalysjuvenal/advpl-specialist/advpl-debugging)<a href="https://agentmods.dev/skills/thalysjuvenal/advpl-specialist/advpl-debugging"><img src="https://agentmods.dev/badge/skills/thalysjuvenal/advpl-specialist/advpl-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.
<a href="https://agentmods.dev/skills/thalysjuvenal/advpl-specialist/advpl-debugging"><img src="https://agentmods.dev/badge/skills/thalysjuvenal/advpl-specialist/advpl-debugging.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 | $0.00142 | $0.00448 |
| Opus 5 | $0.00071 | $0.00224 |
| Sonnet 5 | $0.00028 | $0.00090 |
| Haiku 4.5 | $0.00014 | $0.00045 |
Grade A, and why
advpl-debugging 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
ADVPL/TLPP Debugging
This skill provides a systematic methodology for diagnosing and resolving ADVPL/TLPP errors: a decision flow (compilation vs. runtime), a quick-diagnosis table by symptom, logging tool guidance (Conout, FWLogMsg, ErrorBlock), database lock diagnosis (RecLock/MsUnlock), and quick performance checks (wrong index, array growth in loops, Embedded SQL vs ISAM).
Activate this skill when the user reports an error message, a stack trace, a compilation failure, a hanging/locked record, a slow routine, or an AppServer crash/log to investigate. It does not cover generating new code from scratch (see advpl-code-generation), a general quality audit of working code (see advpl-code-review), restructuring code that already works correctly (see advpl-refactoring), or converting .prw to .tlpp (see advpl-to-tlpp-migration).
| Reference file | Read when |
|---|---|
| reference.md | Always -- debug methodology flow, quick diagnosis by symptom, logging tools, lock diagnosis, performance quick checks, common debugging mistakes |
| common-errors.md | Looking up a specific compilation or runtime error message (top 50 ADVPL/TLPP errors with cause and fix) |
| performance-tips.md | Investigating a performance bottleneck in depth (query optimization, loop efficiency, memory) |
What ships with it
3 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 · 17 lines · 142 tokens per session scan A 3720e883ce28
advpl-debugging is a skill published in the GitHub repository thalysjuvenal/advpl-specialist (186 stars, last pushed 19d ago), licensed MIT. It adds 142 tokens to every session and 448 once invoked, about $0.0007 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 2026-08-30.
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