Practitioner-grounded deep research that extends the standard /research engine with structural enforcement against shallow vendor-flavored synthesis. Use this skill whenever the user says "/research-deep", "deep research", "not just docs", "find practitioners", "what experts who shipped X learned", "deeper research", or asks any research question where prior research output was rejected as superficial. Also trigger automatically when the topic is a fast-moving technical domain (AI agents, LLM infrastructure, novel architectures) where documentation-deep answers reliably mislead and only practitioner experience reports carry signal. Trigger especially when the user is visibly frustrated with a previous shallow research output, when they explicitly ask for named experts/practitioners, when they say "I need to actually understand X", or when the user mentions wanting to build / ship / operate something rather than just compare options. The skill enforces tier-tagged claims, verbatim primary-source quotes, mandatory named-practitioner citations, three-pass adversarial iteration, banned confidence theater, and Norton-safe output. Includes a reference-doc sub-protocol for building structured foundational understanding split across multiple files per question cluster.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Practitioner-grounded deep research that extends the standard /research engine with structural enforcement against shallow vendor-flavored synthesis. Use this skill whenever the user says "/research-deep", "deep research", "not just docs", "find practitioners", "what experts who shipped X learned", "deeper research", or asks any research question where prior research output was rejected as superficial. Also trigger automatically when the topic is a fast-moving technical domain (AI agents, LLM infrastructure, novel architectures) where documentation-deep answers reliably mislead and only practitioner experience reports carry signal. Trigger especially when the user is visibly frustrated with a previous shallow research output, when they explicitly ask for named experts/practitioners, when they say "I need to actually understand X", or when the user mentions wanting to build / ship / operate something rather than just compare options. The skill enforces tier-tagged claims, verbatim primary-source quotes, mandatory named-practitioner citations, three-pass adversarial iteration, banned confidence theater, and Norton-safe output. Includes a reference-doc sub-protocol for building structured foundational understanding split across multiple files per question cluster.
Quick start
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Practitioner-grounded deep research that extends the standard /research engine with structural enforcement against shallow vendor-flavored synthesis. Use this skill whenever the user says "/research-deep", "deep research", "not just docs", "find practitioners", "what experts who shipped X learned", "deeper research", or asks any research question where prior research output was rejected as superficial. Also trigger automatically when the topic is a fast-moving technical domain (AI agents, LLM infrastructure, novel architectures) where documentation-deep answers reliably mislead and only practitioner experience reports carry signal. Trigger especially when the user is visibly frustrated with a previous shallow research output, when they explicitly ask for named experts/practitioners, when they say "I need to actually understand X", or when the user mentions wanting to build / ship / operate something rather than just compare options. The skill enforces tier-tagged claims, verbatim primary-source quotes, mandatory named-practitioner citations, three-pass adversarial iteration, banned confidence theater, and Norton-safe output. Includes a reference-doc sub-protocol for building structured foundational understanding split across multiple files per question cluster.
About this listing
Category
Science & research
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI