narrative-review
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npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/narrative-review**Purpose**: Flexible, subjective, theory-driven — build a theoretical argument supported by literature. Not objective coverage, but persuasive framing.
SKILL.md
.github/skills/narrative-reviewView on GitHub ↗
--- name: narrative-review description: Theory-driven literature review for building arguments and frameworks. Flexible, subjective, and narrative-focused — selects evidence strategically to support a thesis. High web-research budget for blogs, opinion pieces, and industry perspectives. Use when the user is writing a position paper, survey introduction, or constructing a coherent narrative around a research theme. used-by: literature-survey --- # Narrative Review **Purpose**: Flexible, subjective, theory-driven — build a theoretical argument supported by literature. Not objective coverage, but persuasive framing. **When to use**: User is writing a position paper, survey introduction, or needs to construct a coherent narrative around a research theme. ## Budget | Base SOP | Target | ±10% Range | |----------|--------|------------| | web-search | 80 results | 72–88 | | web-research | 15 pages | 13–17 | | paper-overview | 50 papers | 45–55 | | paper-search | 40 papers | 36–44 | | paper-research | 20 papers | 18–22 | ## State Ledger Print this table before each major iteration decision: ``` | SOP | Target | Current | % Complete | |----------------|--------|---------|------------| | web-search | 80 | ??? | ???% | | web-research | 15 | ??? | ???% | | paper-overview | 50 | ??? | ???% | | paper-search | 40 | ??? | ???% | | paper-research | 20 | ??? | ???% | ``` Do not exit the strategy until all rows reach ≥90%. ## Available Tactics - `narrative-framing` — define themes → build argument → select supporting evidence ## Available SOPs **Import** (strict protocol execution): - `web-search` → web-browsing/skills/web-search/SKILL.md - `web-research` → web-browsing/skills/web-research/SKILL.md - `paper-overview` → literature-engine/skills/literature-overview/SKILL.md - `paper-search` → literature-engine/skills/literature-search/SKILL.md - `paper-research` → literature-engine/skills/literature-research/SKILL.md **Subagent** (CC decides when to invoke): - `categorize-papers` — cluster papers by theme/method/timeline - `thematic-coding` — identify recurring themes across papers - `gap-identification` — find what the literature hasn't addressed - `survey-synthesis` — produce final structured output ## Execution Guidance - narrative-framing tactic is central — defines the argument structure first, then searches for evidence - High web-research (15 pages) because narrative reviews draw on blogs, opinion pieces, industry perspectives - thematic-coding to identify recurring themes across papers - Reading is selective and theory-driven — not exhaustive, but strategically chosen to support the narrative - gap-identification frames the "so what" of the narrative ## Output Format **Structured Narrative** containing: - Thesis / central argument statement - Supporting evidence organized by theme - Counterarguments acknowledged and addressed - Gap / opportunity identified (the "so what") - Suggested narrative arc for writing