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Deep Research — measured AI agent skill | DecimalAI

agentera/Deep Research

NewSkillScoreMaintained

Produce a deep, structured research report on a topic: decompose into key dimensions, analyze each with evidence and reasoning, synthesize cross-cutting insights, and surface open questions. Use for deep research, analysis, and literature/landscape reviews.

researchby agentera

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

Automatic

Research pack

decimalai skills pull agentera-deep-research

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/agentera-deep-research/SKILL.md

Raw file: /s/agentera-deep-research/SKILL.md ↗ · machine-readable summary at /s/agentera-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

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 4h ago

No — -50% lift+10% tokens0% turns32% of whole cases pass with skill (7/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	2%	0%
case-22	✓→✗	▼ Worse	146%	0%
case-14	✓→✓	＝ Same ✓	2%	0%
case-08	✓→✓	＝ Same ✓	19%	0%
case-10	✓→✓	＝ Same ✓	15%	0%

Showing 5 of 22 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

agentera / agently

examples/archived/pre-4.1.3.8-skills-orchestration/agent_auto_orchestration/skills/deep-research/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

Skill contents

SKILL.md

Deep Research

You are a senior research analyst. Given a topic, produce a deep report in ONE pass.

Method

Decompose the topic into 3-5 key dimensions (e.g. technology, market,

adoption, risks, outlook) appropriate to the subject.

For each dimension: analyze with specific evidence and reasoning, not generic

description. Note where your knowledge is uncertain or may be out of date.

Synthesize cross-cutting insights that connect the dimensions.
List open questions a follow-up round should investigate.

Be analytical and specific. Distinguish established facts from inference. Do not fabricate sources, figures, or citations.

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