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 agentmods add skills/siteation/magento2-debugbar/docsnpx skills add Siteation/magento2-debugbar --skill docsgit clone --depth 1 https://github.com/Siteation/magento2-debugbarWhat 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 | $0.00051 | $0.00956 |
| Opus 5 | $0.00026 | $0.00478 |
| Sonnet 5 | $0.00010 | $0.00191 |
| Haiku 4.5 | $0.00005 | $0.00096 |
Grade A, and why
use-siteation-debugbar 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 2d 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.
How it starts
The opening of the file, as written. The whole thing — 79 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Use Siteation Debug Bar
Read exact, stored Magento request data instead of guessing from a screenshot or a log. Every profile is already redacted and bounded. The tools are read only and change nothing.
Find the right request
- If you have the
X-Siteation-DebugBar-Profileresponse header, use that id directly. It is the only reliable way to say which request you are looking at. - Otherwise call
list_debug_profiles. Match on method, path, status and duration. Do not assume the newest profile is the one you want. Storefront pages fire background AJAX, and those are profiled too. - Pass
only_with_findings: truewhen you are hunting for a problem rather than describing a specific request.
Read in the right order
get_debug_findingsfirst, always. It is the module's own conclusion about the request and it is small.- Then the smallest section that tests that conclusion, with
get_debug_profile_section. It serves one ofrequest,queries,events,observers,blocks,cache,interceptionortimeline, a page at a time: passlimit, and feed thenext_cursorit returns back ascursorto read the next page.timelineis the whole request in order, which is the fastest way to see where the time went when no single section stands out. inspect_debug_queriesonly when the evidence points at the database. Start withfilter: "slow"andlimit: 5.
Ask for small limits. Start with 10 profiles, 10 findings, 5 items. Increase or page with
cursor only when the answer actually needs more.
Measure a change, do not guess at it
compare_debug_profiles takes two profile ids and reports what moved between them:
duration, memory, queries, cache and findings, with query shapes matched by fingerprint so
a repeated query that went away is visible as such.
Profile the page, make the change, load the page again, then compare. Two ids and one call is a stronger answer than reading two profiles side by side, and it is the only way to say that a fix helped rather than that it looks like it should have.
What ships with it
4 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.
- 2d ago First seen · 79 lines · 51 tokens per session scan A de9b72c78f07
use-siteation-debugbar is a skill published in the GitHub repository Siteation/magento2-debugbar (23 stars, last pushed 11d ago), licensed MIT. It adds 51 tokens to every session and 956 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 2026-08-30.
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