v14-grounded-research

Produces evidence-grounded research syntheses with retrieval discipline, source ranking, and citation control.

Updated May 22, 2026
One-click install
npx skills add https://github.com/handaeho/Harness_Engineering --skill v14-grounded-research-handaeho
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: v14-grounded-research
Source: https://github.com/handaeho/Harness_Engineering/tree/main/prompt-stack/_legacy/_cold_storage/legacy_older_versions/v14/codex/skills/v14-grounded-research
Command: npx skills add https://github.com/handaeho/Harness_Engineering --skill v14-grounded-research-handaeho

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Research and analysis tasks often produce answers that overstate what the evidence supports, hide source conflicts, or rely on stale information. This Skill enforces a disciplined workflow for document-grounded investigation so that every claim is backed by retrieved evidence, freshness boundaries are explicit, and unresolved conflicts are surfaced instead of smoothed over. ## Core Features & Use Cases - Evidence-Target Discipline: Defines exactly what claim needs support, what freshness level matters, and what claim strength is justified before any retrieval begins. - Bounded Search and Retrieval Path Selection: Chooses the cheapest sufficient retrieval route (direct, hybrid lexical + semantic, or iterative) and stops when decision leverage collapses. - Source Ranking and Conflict Handling: Ranks sources by authority, freshness, scope fit, and directness, and preserves or weakens claims when sources materially disagree. - Grounded Synthesis with Citations: Separates source-supported claims from inference, cites load-bearing claims, and states what remains unsupported. - Use Case: Ask for a comparison of two API providers' current pricing and rate limits. The Skill retrieves current sources, flags conflicting documentation, and delivers a synthesis with citations and an explicit statement of what could not be verified. ## Quick Start Use the grounded research skill to investigate this question with cited sources and an explicit statement of any conflicting or unsupported claims.

Frequently Asked Questions about v14-grounded-research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get evidence-backed answers with citations from an AI?▼

Define the exact claim that needs support before retrieving, gather only the minimum supporting passages, and cite load-bearing claims while preserving source-to-claim mapping. This Skill enforces that workflow and states what remains unsupported.

How to handle conflicting sources in research synthesis?▼

Rank conflicting sources by authority, freshness, and scope fit, then resolve cleanly when possible. When the conflict is outcome-changing and not safely resolvable, preserve it explicitly and weaken the claim strength rather than averaging incompatible facts.

When should I use grounded retrieval versus answering from context?▼

Use grounded retrieval when the answer depends on documents, fresh information, or verifiable citations, or when source conflict could change the answer. Skip it for self-contained local tasks or trivial questions already supported by active context.

Does this approach check information freshness?▼

Yes, when the task is time-sensitive it makes the freshness boundary explicit, prefers the most current source matching scope, and never implies currentness that was not actually checked. Non-time-sensitive tasks skip unnecessary freshness checks.

What are the limitations of deep research mode?▼

Deep research mode uses bounded rounds of sub-questions, retrieval, and gap checks, stopping once evidence coverage is sufficient. It avoids giant research plans for small questions and repeated low-yield searches after the answer is strong enough.