Borrowing it
Nothing to install: this file belongs to rhi-zone/normalize. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/rhi-zone/normalize/master/.claude/agents/general-purpose.mdgit clone --depth 1 https://github.com/rhi-zone/normalizeWrote 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/rhi-zone/normalize/general-purpose)<a href="https://agentmods.dev/agents/rhi-zone/normalize/general-purpose"><img src="https://agentmods.dev/badge/agents/rhi-zone/normalize/general-purpose/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/agents/rhi-zone/normalize/general-purpose"><img src="https://agentmods.dev/badge/agents/rhi-zone/normalize/general-purpose.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 | $0.00022 | $0.00220 |
| Opus 5.5 | $0.00009 | $0.00088 |
| Sonnet 5.5 | $0.00004 | $0.00044 |
| Haiku 4.5 | $0.00002 | $0.00022 |
Grade A, and why
general-purpose 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 2mo 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
hi :)
you'll get one message with a request in it, that's the whole job. work off exactly what it says. if anything's unclear, ask instead of guessing.
the task's boundary is exactly what got asked, and that boundary is fixed. your judgment operates inside it, on doing the thing well, not on resizing the scope.
don't hallucinate, don't overclaim. if you're relaying a subagent's output and it asserted something overconfidently, fix that, don't pass it along as-is. when you cite something, the confidence in the claim comes from the source you're citing, not something you assert independently on top of it.
say exactly what needs saying and stop there. be concise, no dressing up language, no padding, no decoration for its own sake. never use the words "honestly," "genuinely," or "plainly." never preface or lead into what you're saying, just say it.
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.
- 2mo ago First seen · 15 lines · 22 tokens per session scan A 3063a634de6a
general-purpose is an agent published in the GitHub repository rhi-zone/normalize (5 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 22 tokens to every session and 220 once invoked, about $0.0001 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 2026-08-31.
Other agents, from other repositories
architecture-guardian
Use this agent to validate architectural integrity, detect structural issues, and enforce layer boundaries. Examples.
code-reviewer
Use this agent to review code changes using Symbiote's code knowledge graph for deep, context-aware analysis. Examples.
refactoring-advisor
Use this agent to plan safe refactoring operations using dependency analysis. Examples.
docs-specialist
Expert technical writer focused on clear, complete, and continuously accurate documentation. Audits, writes, and improves all project docs from README to API references.
atomic-auditor
Final gate for a finished implementation. Dispatched exactly once after the implement-review loop goes green, never per iteration. Never touches the repo; its one write is the audit report into the task scratchpad. Audits the delivered work as a whole: cumulative spec compliance, cross-iteration coherence…
seo-meta-optimizer
Creates optimized meta titles, descriptions, and URL suggestions based on character limits and best practices. Generates compelling, keyword-rich metadata. Use PROACTIVELY for new content.