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/aminulislamsifat/sable/visualsgit clone --depth 1 https://github.com/AminulIslamSifat/SableWrote 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/aminulislamsifat/sable/visuals)<a href="https://agentmods.dev/agents/aminulislamsifat/sable/visuals"><img src="https://agentmods.dev/badge/agents/aminulislamsifat/sable/visuals.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 | $0.00000 | $0.00206 |
| Opus 5 | $0.00000 | $0.00103 |
| Sonnet 5 | $0.00000 | $0.00041 |
| Haiku 4.5 | $0.00000 | $0.00021 |
Grade A, and why
visuals 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 3d 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.
- 3d ago First seen · 21 lines · 0 tokens per session scan A 531de84dbe85
visuals is an agent published in the GitHub repository AminulIslamSifat/Sable (6 stars, last pushed 5d ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 206 tokens. 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.
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Audit
Deep security + performance audit of a specific diff. Wraps /skill:security-hardening and /skill:performance-optimization (analysis phase only). Use when a change touches auth, untrusted input, secrets, webhooks, PII, or a latency/throughput budget — a focused, read-only risk pass that returns findings the parent…
SessionGuideline
Turn a pi session JSONL into a how-we-did-it playbook. Wraps /skill:session-to-guideline. Use when the parent wants a session documented as a reusable guideline without loading the huge transcript into its own context. Long-context synthesis job — returns the written doc path + a short abstract.
AGENTS
Files in this directory. One row per file. Non-source area. Project-tier subagent definitions; resolved by pi-dashboard-subagents tier 1 ( /.pi/agents/ .md), beating user/bundled/package tiers. Frontmatter schema: description, model, thinking, tools, inheritcontext, prompt. tools: MUST be YAML array form …
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