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/azmym/gemini-plugin/gemini-researchgit clone --depth 1 https://github.com/azmym/gemini-pluginWrote 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/azmym/gemini-plugin/gemini-research)<a href="https://agentmods.dev/commands/azmym/gemini-plugin/gemini-research"><img src="https://agentmods.dev/badge/commands/azmym/gemini-plugin/gemini-research.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 | $0.00013 | $0.00235 |
| Opus 5 | $0.00006 | $0.00118 |
| Sonnet 5 | $0.00003 | $0.00047 |
| Haiku 4.5 | $0.00001 | $0.00023 |
Grade A, and why
gemini-research 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 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.
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
You are running the /gemini-plugin:gemini-research slash command.
The user wants factual, cited research. Spawn @agent-gemini-plugin:gemini-researcher with the following task:
Task: AD_HOC_RESEARCH Query: $ARGUMENTS Mode: If $ARGUMENTS contains "--deep", use deep research (gemini_start_research + polling). Otherwise use quick grounded search.
Instructions for the researcher:
- Parse the query (strip --deep flag if present).
- For quick mode: call gemini_search_grounded and return immediately.
- For deep mode: call gemini_start_research, poll with gemini_get_research_report until done.
- Return the structured output with citations.
Block until the researcher returns, then present:
- Answer: the research findings
- Citations: numbered list with URLs
- Freshness: when this information was retrieved
- Confidence: high/medium/low based on source agreement
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 · 27 lines · 13 tokens per session scan A b61b7b73a8fd
gemini-research is a command published in the GitHub repository azmym/gemini-plugin (1 stars, last pushed 21d ago), licensed MIT. It adds 13 tokens to every session and 235 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 2026-08-31.
Other commands, from other repositories
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cloud-run-debug
Diagnose a failing Cloud Run service — Antigravity (agy/Gemini) digests the error logs cheaply, Claude infers the root cause and proposes a fix. Read-only by default; --apply writes the fix to a branch.
delegate
Delegate a well-scoped subtask to Antigravity (agy/Gemini) under cost discipline, then verify.
research
Claude-orchestrated deep research — Antigravity (agy/Gemini) does the grounded web legwork; Claude plans, verifies the citations, and synthesizes.
result
Fetch the output of a finished background Antigravity (agy) job, then verify it.