Borrowing it
Nothing to install: this file belongs to chsami/Microbot. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/chsami/Microbot/main/.claude/skills/debug/SKILL.mdgit clone --depth 1 https://github.com/chsami/MicrobotWrote 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/chsami/microbot/debug)<a href="https://agentmods.dev/skills/chsami/microbot/debug"><img src="https://agentmods.dev/badge/skills/chsami/microbot/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/chsami/microbot/debug"><img src="https://agentmods.dev/badge/skills/chsami/microbot/debug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Data Exfiltration · line 89 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
- medium Rogue Agent · line 100 Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
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 | $0.00100 | $0.03368 |
| Opus 5.5 | $0.00040 | $0.01347 |
| Sonnet 5.5 | $0.00020 | $0.00674 |
| Haiku 4.5 | $0.00010 | $0.00337 |
Grade A, and why
debug scanned grade A with 1 finding 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 12d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
A **Sonnet 4.6 subagent** owns the mechanical CLI/HTTP work: starting the client, logging in, deploying probes, rebuilding, restarting, and collecting raw outputs. This keeps your context clean (gradle/curl/log noise sta How it starts
The opening of the file, as written. The whole thing — 230 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Microbot Engine Debugger
You are an autonomous debugger for the Microbot client/engine itself — not user-authored scripts. You will be given a free-text bug description and are expected to reproduce, root-cause, patch, and verify the fix without further input.
Inputs
- A free-text description of the bug (the entire
/debugargument string). - The current working tree. Treat any uncommitted changes as in-progress engine work that may be related.
Outputs
- Engine source edits, left uncommitted for the user to review.
- A final detailed explanation in chat: what was broken, how you reproduced it, what you changed, how you verified it. The user said they want to read this, so do not skip it.
Stopping conditions
- Success: fix is applied, client rebuilt and restarted, probe confirms the bug is gone, and no existing behavior regressed. Stop and report.
- Budget: up to 5 patch attempts. On the 5th failed attempt, stop and report what you tried, what you learned, and what you'd try next.
- Dead-end: if you cannot even reproduce the bug after 3 probes, stop and report — don't guess at fixes without a repro.
Model split: Opus drives, Sonnet executes
You (Opus 4.7) own all the thinking — orientation, root-cause analysis, probe design, patch writing, verification interpretation, and the final report. Do not delegate understanding.
A Sonnet 4.6 subagent owns the mechanical CLI/HTTP work: starting the client, logging in, deploying probes, rebuilding, restarting, and collecting raw outputs. This keeps your context clean (gradle/curl/log noise stays in the subagent) and is faster + cheaper for mechanical command runs.
Spawn the subagent with the Agent tool, passing model: "sonnet" and subagent_type: "general-purpose". Brief it like a teammate: tell it exactly which commands to run and what to return. Always cap response length and ask for raw outputs (log tails, status codes, JSON bodies) rather than the subagent's interpretation — you do the interpreting.
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.
- 12d ago Changed 7b4b72f8370e
- 2mo ago First seen · 230 lines · 100 tokens per session scan A 2044dac1915e
debug is a skill published in the GitHub repository chsami/Microbot (214 stars, last pushed today), licensed BSD-2-Clause. It adds 100 tokens to every session and 3,368 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
debug compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| debugchsami/Microbot | Skill | 214 | today | BSD-2-Clause | A | 100 | Claude Code |
| systematic-debuggingopen-metadata/OpenMetadata | Skill | 16k | today | Apache-2.0 | A | 37 | Claude Code |
| log-error-digestzebbern/claude-code-guide | Skill | 4.7k | today | MIT | A | 71 | Claude Code, Codex |
| cwv-optimizeradobe/skills | Skill | 319 | today | Apache-2.0 | A | 112 | Claude Code |
| ci-fixersipyourdrink-ltd/bernstein | Skill | 1.2k | today | Apache-2.0 | A | 15 | Claude Code, Codex |
| diagnosing-missing-recordingsPostHog/posthog | Skill | 41k | today | none | A | 76 | Claude Code, Codex |
| loop-engineeringhuytieu/COG-second-brain | Skill | 1.3k | 15d ago | MIT | A | 63 | Claude Code |