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 agents/fabiolalli/aits-agents/aits-systemicgit clone --depth 1 https://github.com/fabiolalli/aits-agentsWrote 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/agents/fabiolalli/aits-agents/aits-systemic)<a href="https://agentmods.dev/agents/fabiolalli/aits-agents/aits-systemic"><img src="https://agentmods.dev/badge/agents/fabiolalli/aits-agents/aits-systemic.svg" alt="Measured on agentmods" 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 | $0.00202 | $0.02514 |
| Opus 5 | $0.00101 | $0.01257 |
| Sonnet 5 | $0.00040 | $0.00503 |
| Haiku 4.5 | $0.00020 | $0.00251 |
Grade A, and why
aits-systemic 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 4d 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 4d ago First seen · 195 lines · 202 tokens per session scan A 9234308f097e
aits-systemic is an agent published in the GitHub repository fabiolalli/aits-agents (5 stars, last pushed 4mo ago), with no licence file. It adds 202 tokens to every session and 2,514 once invoked, about $0.0010 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 2026-08-31.
Other agents, from other repositories
advocatus-diaboli
Constructive contrarian for rigorous assumption-testing, counterargument generation, Socratic questioning, and logical fallacy detection — steelmans opposing positions before challenging claims.
synthesis
Probe synthesis step. Reads whichever of the six lens evaluations exist in a directory and writes probe-synthesis.md with a verdict and a validate-before-proceeding checklist. Launched by /probe:go and /probe:synth.
alternative-viewpoints
Probe lens 4 of 6. Steel-mans the options the source left off the table and voices the perspectives it did not consult. Launched by /probe:go and /probe:pov.
challenge-assumptions
Probe lens 2 of 6. Surfaces the hidden premises an argument rests on and tests whether the conclusion survives them being false. Launched by /probe:go and /probe:assume.
evidence-basis
Probe lens 3 of 6. Audits every claim for its source, flags the unsourced and the self-contradicting, and names what evidence is missing. Launched by /probe:go and /probe:evidence.
implications-consequences
Probe lens 5 of 6. Traces first- and second-order consequences, including the cost of the recommendation turning out to be wrong. Launched by /probe:go and /probe:implications.