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gdr-promptlisted

Create effective Gemini Deep Research (GDR) prompts using Negative Space Bounding (NSB) methodology. Use when user needs to write a research prompt for GDR, wants to bound an agentic research task, or mentions NSB, "deep research prompt", or research that keeps wandering off-topic. Applies the three-layer constraint architecture (Anchors → Walls → Gates) to collapse latent space before research begins.
radioastronomyio/claude-skills-cookbook · ★ 1 · AI & Automation · score 62
Install: claude install-skill radioastronomyio/claude-skills-cookbook
# GDR Prompt Creation Create focused Gemini Deep Research prompts using NSB v0.4's layered constraint architecture. ## Core Concept GDR's iterative research can cascade into unproductive territory. NSB prevents this through three constraint layers applied in sequence: | Layer | Function | Operates On | |-------|----------|-------------| | **Anchors** | Immutable facts (budget, hardware, timeline) | Context | | **Walls** | Hard exclusions—entire domains OFF-LIMITS | Search vectors | | **Gates** | Conditional inclusion—PERMITTED ONLY IF | Source evaluation | **Key insight:** Walls collapse the search space *before* GDR begins iterating. Gates filter *during* synthesis. Both are needed. ## Workflow ### 1. Extract Anchors Ask: "What are the non-negotiable facts about your situation?" Target categories: - **Physical**: Space constraints, hardware specs, location - **Economic**: Budget ceiling, ongoing costs acceptable - **Temporal**: Deadlines, timeline requirements - **Role/Scope**: What problem this solves, what it doesn't need to do Anchors are facts, not preferences. If it could change based on research findings, it's not an anchor. ### 2. Derive Walls For each anchor, ask: "What entire categories does this eliminate?" Pattern: `NO [domain] ([brief justification tied to anchor])` Good walls: - Eliminate domains that *always* violate anchors - Are keyword/topic level (not source-specific) - Include parenthetical justification to prevent drift Bad walls: - Exclude