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/zanel1u/cloud-cli-proxy/gsd-phase-researchergit clone --depth 1 https://github.com/ZaneL1u/cloud-cli-proxyWrote 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/zanel1u/cloud-cli-proxy/gsd-phase-researcher)<a href="https://agentmods.dev/agents/zanel1u/cloud-cli-proxy/gsd-phase-researcher"><img src="https://agentmods.dev/badge/agents/zanel1u/cloud-cli-proxy/gsd-phase-researcher.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 | $0.00040 | $0.07597 |
| Opus 5 | $0.00020 | $0.03798 |
| Sonnet 5 | $0.00008 | $0.01519 |
| Haiku 4.5 | $0.00004 | $0.00760 |
Grade A, and why
gsd-phase-researcher scanned grade A with 1 finding 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 4d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s http://localhost:27017 2>/dev/null 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.
- 4d ago First seen · 841 lines · 40 tokens per session scan A 1abf739ebe82
gsd-phase-researcher is an agent published in the GitHub repository ZaneL1u/cloud-cli-proxy (57 stars, last pushed 1mo ago), with no licence file. It adds 40 tokens to every session and 7,597 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
NOTICE
Agent "NOTICE" from binaricat/Netcatty, covering agent icons, originally authored for netcatty, from lobehub/lobe-icons (mit), from factory vs code extension and from opencode.
PROJECT_MAP
Agent "PROJECT_MAP" from zyqzyq/Unfour, covering projectmap.md, top-level directory structure, frontend packages, @unfour/ui (packages/ui) and @unfour/command-client (packages/command-client).
EXECUTION_PROTOCOL
Default execution workflow for AI coding agents working on implementation or documentation tasks in this repository.
NEXT_STEPS
Agent "NEXT_STEPS" from zyqzyq/Unfour, covering next steps, recommended: release gate and preparation and completed.
OPEN_ISSUES
Agent "OPEN_ISSUES" from zyqzyq/Unfour, covering open issues, p0 — blocks core usage, p1 — high priority, ssh transport and p2 — medium priority.
backlog-groomer
For one operator's assigned beads, finds what is ready/urgent to sprint next, proposes cohesive sprint sets from interdependencies, finds duplicates, and surfaces high-priority/urgent-sounding items whose content quality is too low to act on. Full beads mutation authority (merge/close/defer/reject), always…