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/agentsorg/design-engineering/scan-ai-tellsgit clone --depth 1 https://github.com/AgentsORG/design-engineeringWrote 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/commands/agentsorg/design-engineering/scan-ai-tells)<a href="https://agentmods.dev/commands/agentsorg/design-engineering/scan-ai-tells"><img src="https://agentmods.dev/badge/commands/agentsorg/design-engineering/scan-ai-tells.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 5.1 | $0.00029 | $0.00154 |
| Opus 5 | $0.00015 | $0.00077 |
| Sonnet 5 | $0.00006 | $0.00031 |
| Haiku 4.5 | $0.00003 | $0.00015 |
Grade A, and why
scan-ai-tells 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 6d 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
Scan AI tells
Spawn or emulate the anti-pattern-scanner subagent (agents/anti-pattern-scanner.md).
- Load
skills/design-engineering/references/anti-patterns/ai-default-tells.mdandcontent-authenticity.md. - Load
gotchas.mdandpov.md— installer hard rules trump the catalog. - Return a prioritized deletion list: what to remove or replace, each tied to a
[[wikilink]]. - Do not propose new visual direction unless the user asks after the scan.
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.
- 6d ago First seen · 14 lines · 29 tokens per session scan A 456897ff7b38
scan-ai-tells is a command published in the GitHub repository AgentsORG/design-engineering (21 stars, last pushed 14d ago), licensed MIT. It adds 29 tokens to every session and 154 once invoked, about $0.0001 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.
Other commands, from other repositories
README
Git workflow and quality assurance commands for the claude-skills repository.
agent-handoff
Wraps termlink agent contact so vendored Claude Code agents can hand off context to a peer agent in one command. Replaces the legacy remote push.
dispatcher
Pick the next-best repo to work on across the portfolio — rank free repos, recommend one, claim its lease atomically, and route to the entry command.
growth-seo
SEO audit and optimization for organic search ranking.
fix-issue
!gh issue view $ARGUMENTS 2>/dev/null || echo "Could not fetch issue $ARGUMENTS".
responsive-design-specialist
Use when a layout breaks between sizes. Arbitrary breakpoints, type that does not scale, images that blow out the grid, or a desktop design retrofitted onto mobile.