Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add swt-labs/vibe-better-with-claude-code-vbw/plugin install vbwWrote 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/swt-labs/vibe-better-with-claude-code-vbw/debug)<a href="https://agentmods.dev/skills/swt-labs/vibe-better-with-claude-code-vbw/debug"><img src="https://agentmods.dev/badge/skills/swt-labs/vibe-better-with-claude-code-vbw/debug/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/swt-labs/vibe-better-with-claude-code-vbw/debug"><img src="https://agentmods.dev/badge/skills/swt-labs/vibe-better-with-claude-code-vbw/debug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00034 | $0.00522 |
| Opus 5.5 | $0.00014 | $0.00209 |
| Sonnet 5.5 | $0.00007 | $0.00104 |
| Haiku 4.5 | $0.00003 | $0.00052 |
Grade A, and why
debug scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
"${CLAUDE_PLUGIN_ROOT}/bin/vbw" config models 2>&1 || true
"${CLAUDE_PLUGIN_ROOT}/bin/vbw" config effort 2>&1 || true
"${CLAUDE_PLUGIN_ROOT}/bin/vbw" workflows on 2>&1 || true
"${CLAUDE_PLUGIN_ROOT}/bin/vbw" interview 2>&1 || true
Write to the user's level, explanation depth and involvement (above; "-": plain words), and pass them to the workflow as "profile": {"level", "depth", "involvement"} (none for "-").
The problem, in the user's words: $ARGUMENTS
If that is empty, ask what is wrong (what they did, what happened, what they
expected). VBW needs the Workflow tool: the workflows line above turns it on
(say so in one line when it did); without it, say why and stop. (Outside a VBW
project the models line shows an error; omit models.)
Start the Workflow vbw:investigating with args {"problem": "<the problem>", "models": <the JSON above>, "effort": <the effort JSON above>, "profile": ...}. When it returns, tell the user the root cause,
its evidence, rejected hypotheses, confidence and the proposed fix, then ask whether to fix it now. If yes, start the Workflow again
with args {"problem": "<the problem>", "fix": <the diagnosis it returned>, "models": ..., "effort": ..., "profile": ...}: one Debugger fixes the root cause, adds a regression test,
commits and verifies (vbw prove in a VBW project). In a VBW project, then record that the user asked
for the fix, naming each file it returned by its path: vbw decide "Debug fix: <root cause>, in <file>, <file>" "the user asked for the fix (/vbw:debug)", so QA takes the change as the user's, not as a deviation
from a plan. Report what changed.
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.
- today First seen · 33 lines · 34 tokens per session scan A 888d397b9c21
debug is a skill published in the GitHub repository swt-labs/vibe-better-with-claude-code-vbw (85 stars, last pushed today), licensed MIT. It adds 34 tokens to every session and 522 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-10-22.
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