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.
git clone --depth 1 https://github.com/tzachbon/smart-ralphWrote 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/tzachbon/smart-ralph/feedback)<a href="https://agentmods.dev/commands/tzachbon/smart-ralph/feedback"><img src="https://agentmods.dev/badge/commands/tzachbon/smart-ralph/feedback/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/commands/tzachbon/smart-ralph/feedback"><img src="https://agentmods.dev/badge/commands/tzachbon/smart-ralph/feedback.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00012 | $0.00420 |
| Opus 5.5 | $0.00005 | $0.00168 |
| Sonnet 5.5 | $0.00002 | $0.00084 |
| Haiku 4.5 | $0.00001 | $0.00042 |
Grade A, and why
feedback 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 1mo 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
Submit Feedback
Help improve Ralph Specum by submitting feedback or reporting issues.
Instructions
-
Check if
ghCLI is available by running:which gh -
If
ghis available, create an issue with the user's feedback:gh issue create --repo tzachbon/smart-ralph --title "<short title from feedback>" --body "<full feedback message>"- Extract a short, descriptive title from the feedback
- Include the full feedback in the body
- Add the label
feedbackif it exists
-
If
ghis NOT available, inform the user:The
ghCLI is not installed or not authenticated. Please submit your feedback manually at:https://github.com/tzachbon/smart-ralph/issues/new
Or browse existing issues: https://github.com/tzachbon/smart-ralph/issues?q=sort%3Aupdated-desc+is%3Aissue+is%3Aopen
-
If no message was provided, ask the user what feedback they'd like to submit.
Example Usage
/ralph-specum:feedback The task verification system sometimes misses TASK_COMPLETE markers
/ralph-specum:feedback Feature request: add support for parallel task execution
/ralph-specum:feedback Bug: cancel command doesn't cleanup .ralph-state.json properly
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.
- 1mo ago First seen · 51 lines · 12 tokens per session scan A 4323ff327e68
feedback is a command published in the GitHub repository tzachbon/smart-ralph (559 stars, last pushed 1mo ago), licensed MIT. It adds 12 tokens to every session and 420 once invoked, about $0.0000 per session on Opus 5.5. 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 2026-09-03.
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