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 commands/existential-birds/amelia/sp-debuggit clone --depth 1 https://github.com/existential-birds/ameliaWhat 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 | $0.00007 | $0.00151 |
| Opus 5 | $0.00003 | $0.00076 |
| Sonnet 5 | $0.00001 | $0.00030 |
| Haiku 4.5 | $0.00001 | $0.00015 |
Grade A, and why
sp-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 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.
What it actually says
Follow a systematic debugging workflow for this problem:
$ARGUMENTS
Systematic Debugging Process
- Reproduce the issue - Confirm you can observe the problem
- Gather information - Read error messages, logs, and relevant code
- Form hypotheses - List 2-3 possible causes ranked by likelihood
- Test hypotheses - Add logging/debugging to verify or eliminate each
- Identify root cause - Trace the actual cause, not just symptoms
- Implement fix - Make the minimal change to fix the issue
- Verify fix - Confirm the problem is resolved and no regressions
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 · 17 lines · 7 tokens per session scan A 5c8fdef9dec7
sp-debug is a command published in the GitHub repository existential-birds/amelia (21 stars, last pushed 22d ago), licensed Apache-2.0. It adds 7 tokens to every session and 151 once invoked, about $0.0000 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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