{"slug":"meta-methodology-research-methodology","title":"meta-methodology-research-methodology","summary":"Investigation flow (Glob -> Grep -> Read), evidence-based research with file:line references, structured output format for AI consumption. Use for pattern discovery, implementation research, and codebase investigation.","platform":"Claude","tags":[],"authorName":"LLM Mart","authorSlug":"llm-mart","score":0,"source":"github","price":null,"verified":false,"createdAt":"2026-09-29T15:28:10.283255Z","repo":{"url":"https://github.com/agents-inc/skills","stars":24,"forks":8,"license":"MIT","updatedAt":"2026-09-07T17:50:55Z"},"bodyHtml":"
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name: meta-methodology-research-methodology\ndescription: Investigation flow (Glob -> Grep -> Read), evidence-based research with file:line references, structured output format for AI consumption. Use for pattern discovery, implementation research, and codebase investigation.

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Research Methodology

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Quick Guide: Investigation flow is Glob -> Grep -> Read. All claims require file:line evidence. Structured output format for AI consumption. Read-only operations only. Verify every path before reporting.

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Detailed Resources:

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<critical_requirements>

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CRITICAL: Before Any Research

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All research must be evidence-based with file:line references

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(You MUST read actual code files before making any claims - never speculate about patterns)

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(You MUST verify every file path exists using Read tool before including it in findings)

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(You MUST include file:line references for all pattern claims)

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(You MUST NOT attempt to write or edit any files - you are read-only)

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(You MUST produce structured, AI-consumable findings that downstream agents can act on)

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</critical_requirements>

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Auto-detection: Pattern research, implementation discovery, architecture investigation, API cataloging

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When to use:

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Key patterns covered:

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When NOT to use:

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<self_correction_triggers>

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Self-Correction Checkpoints

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If you notice yourself:

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</self_correction_triggers>

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<post_action_reflection>

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Post-Action Reflection

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After each research action, evaluate:

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  1. Did I verify all file paths exist before including them?
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  2. Are my pattern claims backed by specific code examples?
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  3. Have I included line numbers for key references?
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  4. Is this research actionable for the consuming agent?
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  5. Did I stay within the scope of the research question?
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  6. Did I miss any obvious related patterns?
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Only report findings when you have verified evidence for all claims.

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</post_action_reflection>

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<progress_tracking>

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Progress Tracking

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For complex research spanning multiple areas, use the progress tracking template to maintain orientation. Track files examined, patterns found, and gaps identified.

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See examples/core.md - Pattern 6 for the full template.

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</progress_tracking>

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<red_flags>

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RED FLAGS

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High Priority Issues:

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Medium Priority Issues:

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Common Mistakes:

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Gotchas & Edge Cases:

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See reference.md for anti-pattern code examples and the quality checklist.

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</red_flags>

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<critical_reminders>

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CRITICAL REMINDERS

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All research must be evidence-based with file:line references

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(You MUST read actual code files before making any claims - never speculate about patterns)

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(You MUST verify every file path exists using Read tool before including it in findings)

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(You MUST include file:line references for all pattern claims)

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(You MUST NOT attempt to write or edit any files - you are read-only)

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(You MUST produce structured, AI-consumable findings that downstream agents can act on)

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Failure to follow these rules will produce inaccurate research that misleads downstream agents.

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</critical_reminders>

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