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Gemini Deep Research — measured AI agent skill | DecimalAI

sundial-org/gemini-deep-research

NewSkillScoreMaintained

Perform complex, long-running research tasks using Gemini Deep Research Agent. Use when asked to research topics requiring multi-source synthesis, competitive analysis, market research, or comprehensive technical investigations that benefit from systematic web search and analysis.

researchby sundial-org

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/sundial-org-gemini-deep-research/SKILL.md

decimalai skills pull sundial-org-gemini-deep-research --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/sundial-org-gemini-deep-research/SKILL.md https://app.decimal.ai/s/sundial-org-gemini-deep-research/SKILL.md

Raw file: /s/sundial-org-gemini-deep-research/SKILL.md ↗ · machine-readable summary at /s/sundial-org-gemini-deep-research.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

24 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

Yes — +50% lift-31% tokens0% turns92% of whole cases pass with skill (22/24)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	-68%	0%
case-04	✗→✓	▲ Improved	-49%	0%
case-05	✗→✓	▲ Improved	-61%	0%
case-07	✗→✓	▲ Improved	-50%	0%
case-08	✗→✓	▲ Improved	-42%	0%

Showing 5 of 24 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

sundial-org / awesome-openclaw-skills

skills/gemini-deep-research/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1Bundled 1 file · scripts

Skill contents

scripts/

SKILL.md

Gemini Deep Research

Use Gemini's Deep Research Agent to perform complex, long-running context gathering and synthesis tasks.

Prerequisites

GEMINI_API_KEY environment variable (from Google AI Studio)
Note: This does NOT work with Antigravity OAuth tokens. Requires a direct Gemini API key.

How It Works

Deep Research is an agent that:

Breaks down complex queries into sub-questions
Searches the web systematically
Synthesizes findings into comprehensive reports
Provides streaming progress updates

Usage

Basic Research

bash
scripts/deep_research.py --query "Research the history of Google TPUs"

Custom Output Format

bash
scripts/deep_research.py --query "Research the competitive landscape of EV batteries" \
  --format "1. Executive Summary\n2. Key Players (include data table)\n3. Supply Chain Risks"

With File Search (optional)

bash
scripts/deep_research.py --query "Compare our 2025 fiscal year report against current public web news" \
  --file-search-store "fileSearchStores/my-store-name"

Stream Progress

bash
scripts/deep_research.py --query "Your research topic" --stream

Output

The script saves results to timestamped files:

deep-research-YYYY-MM-DD-HH-MM-SS.md - Final report in markdown
deep-research-YYYY-MM-DD-HH-MM-SS.json - Full interaction metadata

API Details

Endpoint: https://generativelanguage.googleapis.com/v1beta/interactions
Agent: deep-research-pro-preview-12-2025
Auth: x-goog-api-key header (NOT OAuth Bearer token)

Limitations

Requires Gemini API key (get from Google AI Studio)
Does NOT work with Antigravity OAuth authentication
Long-running tasks (minutes to hours depending on complexity)
May incur API costs depending on your quota

Want to see if sundial-org/gemini-deep-research would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.