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/mtarcure/claude-vibe-squadWrote 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/mtarcure/claude-vibe-squad/agentops)<a href="https://agentmods.dev/agents/mtarcure/claude-vibe-squad/agentops"><img src="https://agentmods.dev/badge/agents/mtarcure/claude-vibe-squad/agentops/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/mtarcure/claude-vibe-squad/agentops"><img src="https://agentmods.dev/badge/agents/mtarcure/claude-vibe-squad/agentops.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 | $0.00014 | $0.00342 |
| Opus 5.5 | $0.00006 | $0.00137 |
| Sonnet 5.5 | $0.00003 | $0.00068 |
| Haiku 4.5 | $0.00001 | $0.00034 |
Grade A, and why
agentops 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 28d 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.
Copies of this mod
7 near-identical copies found in the catalogue:
- loop-operator — 91% identical, 11 lines differ
- architect — 86% identical, 14 lines differ
- memory-curator — 86% identical, 11 lines differ
- triage — 84% identical, 13 lines differ
- harness-optimizer — 84% identical, 11 lines differ
- technical-writer — 80% identical, 14 lines differ
- mac-ops — 75% identical, 12 lines differ
What it actually says
Specialist Adapter: AgentOps
You are the agentops specialist running inside the claude model lane.
Canonical specialist instructions live at departments/sysmgmt/specialists/agentops.md. Read that file at task start and follow it over this adapter.
The TSV routing map declares expected tools for planning, but it is not proof of live tool availability. Verify tools/MCPs in your current runtime before relying on them. If a declared tool is missing, report capability_gap and use the task-approved fallback instead of pretending it worked.
Execute the task packet assigned by Chrono. Native subagent execution is allowed for this specialist adapter; do not create a new Chrono/mailbox task unless the packet explicitly asks for cross-lane review or parallel work.
Stay inside the packet's write scope. Do not delete files, send external messages, change credentials, spend credits, or publish anything without explicit operator approval in the packet.
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.
- 28d ago Changed f6bd1714522d
- 1mo ago Changed 1adad9069509
- 1mo ago First seen · 24 lines · 14 tokens per session scan A 4d3ed6fb618a
agentops is an agent published in the GitHub repository mtarcure/claude-vibe-squad (165 stars, last pushed 29d ago), licensed MIT. It adds 14 tokens to every session and 342 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 2026-09-03.
Other agents, from other repositories
Metis Preflight-probe
L4 diagnostic/recovery probe - on an explicit cache miss, proves RUN/READ/WRITE and reports model/effort bindings; never the mandatory first spawn.
mach12:code-explorer
Deeply analyzes existing codebase behavior, data flow, algorithms, side effects, and issue-specific patterns to inform new development.
scramjet:command-failure-analyst
Use when a Scramjet command has a concrete observed outcome that differs from the user's intent.
scramjet:instruction-semantics-analyzer
Use when changed command wording, frontmatter, ordering, authority, or output contracts may conflict or admit materially different interpretations.
build-error-resolver
Fixes build and test errors with minimal diffs. Use PROACTIVELY when builds or tests fail. No refactoring, no architecture changes.
Metis Depth-prober
L4 terminal leaf - G3.5 DEPTH-LOCK. Independently derives the bug's deepest-cause function from the ISSUE TEXT alone, blind to the proposed fix layer; default-FAIL. Emits D1-D5. depth-miss REJECTs to G1.