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Research & Analysis Workflows

Skill pack
4 skills0 selected
bogheorghiuSkills in this pack

Am I doing or just describing that I should do?" - Counters documentation-over-action patterns. Triggers when: (1) about to say "should create", "need to fix", "I recommend" instead of acting, (2) end of work blocks before reporting completion, (3) reporting success while failures exist, (4) creating docs/plans without executing, (5) explaining fixes instead of implementing. Enforces ACT FIRST, DOCUMENT AFTER. Does NOT trigger for: genuine planning phases, user-requested documentation, or blocked situations requiring input.

English

"What is REALLY at stake here? And for whom?" - STOP. When the matter involves trustworthiness, purchasing decisions, "which is better or more reliable", brand comparisons, marketing claims, corporate behavior, "convince me otherwise", or post-purchase "was this good?" - USE THIS. For technical specs affecting quality (TLC vs QLC, component sourcing) use Light Touch mode. Search and verify even if you think you know.

English

Is this ACTUALLY verified, or did I just say it is?" - Ralph-wiggum methodology applied to factual accuracy. Use when (1) claims require evidence not assumption, (2) verification must be demonstrable, (3) single-pass investigation insufficient, (4) factual accuracy is critical. Provides the loop logic: iterate until verification thresholds met. Does NOT trigger for: opinions, preferences, how-to instructions, or when user explicitly wants quick answer.

English

Research YouTube topics, analyze competitor videos, deconstruct viral content, and query the YouTube Data API. Use when researching a video topic before planning, analyzing video transcripts for viral patterns, searching competitor channels, or fetching video and channel stats via the YouTube Data API v3.

English

Includes Action Bias, Deep Investigation Protocol, Iterative Verification, and other workflows.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Pack stats

Skills4CategorygeneralStars0

What’s included

Action Bias

Am I doing or just describing that I should do?" - Counters documentation-over-action patterns. Triggers when: (1) about to say "should create", "need to fix", "I recommend" instead of acting, (2) end of work blocks before reporting completion, (3) reporting success while failures exist, (4) creating docs/plans without executing, (5) explaining fixes instead of implementing. Enforces ACT FIRST, DOCUMENT AFTER. Does NOT trigger for: genuine planning phases, user-requested documentation, or blocked situations requiring input.

Deep Investigation Protocol

"What is REALLY at stake here? And for whom?" - STOP. When the matter involves trustworthiness, purchasing decisions, "which is better or more reliable", brand comparisons, marketing claims, corporate behavior, "convince me otherwise", or post-purchase "was this good?" - USE THIS. For technical specs affecting quality (TLC vs QLC, component sourcing) use Light Touch mode. Search and verify even if you think you know. Does NOT trigger for: what to watch/eat/wear, how-to instructions, when/where/who founded, or explicit "just tell me quick."

Iterative Verification

Is this ACTUALLY verified, or did I just say it is?" - Ralph-wiggum methodology applied to factual accuracy. Use when (1) claims require evidence not assumption, (2) verification must be demonstrable, (3) single-pass investigation insufficient, (4) factual accuracy is critical. Provides the loop logic: iterate until verification thresholds met. Does NOT trigger for: opinions, preferences, how-to instructions, or when user explicitly wants quick answer.

Youtube Research

Research YouTube topics, analyze competitor videos, deconstruct viral content, and query the YouTube Data API. Use when researching a video topic before planning, analyzing video transcripts for viral patterns, searching competitor channels, or fetching video and channel stats via the YouTube Data API v3.

Quick start

  1. Choose your skills. Select individual skills above, or choose the entire pack.
  2. Copy the install prompt. Use Copy install prompt above the list.
  3. Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.

Try it with your agent

After installation, start with a request like:

Example request
Use the Action Bias skill to help with my task.
Ask me for the context you need before getting started.

Requirements & license

  • A coding agent that can access your project files and install skills.
  • Your agent checks each skill’s instructions, dependencies, and permissions during setup.
  • License details are not provided in these listings. Check the author’s terms before using the skills.
Research & Analysis Workflows | Agent Skills Atlas