Omh Web Research

Web Research

This is a Hermes-native web-research workflow skill.

Why This Exists

web-research exists so a current-facts question returns a cited answer in one retrieval round, without the declared depth budget, reference-implementation study, and dossier that research requires.

Do Not Use When

• The decision needs reference-implementation study, a declared depth budget, or a decision-grounding dossier; use research.
• The output is a typed candidate inventory and acquisition status rather than an answer; use source-finder.
• The ask is a market, competitor, pricing, or customer decision brief; use research-brief.
• The user wants recurring monitoring, a source inbox, or Scout/Analyst/Briefer operations; use research-department.
• The user wants to configure or cheapen web search itself, such as a scraper API key or an auxiliary extract model; use websearch-setup.
• The study target is this repository rather than the open web; use codebase-onboarding.

Examples

Good example:

• Prompt: 이번 주 기준으로 그 API 요금제 어떻게 바뀌었는지 웹서치해서 알려줘.
• Expected behavior: Retrieve current pricing from the vendor's own page, cite it with the retrieval date, and name what the page does not state.
• Why: A current-facts question that one cited retrieval round settles.

Bad example:

• Prompt: 스펙 잡기 전에 오픈소스 구현들 깊게 보고 근거 만들어줘.
• Expected behavior: Route to research, which declares a depth budget and studies reference implementations with pinned refs.
• Why: Pre-spec grounding needs the engine's dossier rather than a single lookup.

Completion Checklist

• The research question, source boundaries, recency assumptions, and confidence level are named.
• Observed sources, inference, synthesis, and unresolved retrieval gaps are separated.
• Follow-up planning or handoff uses the research summary without calling it execution evidence.

Recovery Notes

• If the web is unreachable, name the retrieval gap and stop rather than substituting recalled facts.
• If no archive access exists or the capture provider's paid authority is exhausted, record a temporal retrieval gap with no network action and keep the as-of claim in the annex; never substitute the current page for it.
• If sources conflict, present both with their retrieval dates and say which one is primary.
• If leads keep expanding past one round, hand the question to research with the sources already gathered.

Workflow Lane

• Current lane: Research and company ops (product-docs, source-finder, web-research, research, model-optimization, inference-serving, model-finetuning, research-brief, +20 more) - research, signals, ops, and briefings.
• If intent belongs to another lane, hand back to oh-my-hermes or name the adjacent workflow.
• Shared product, routing, compatibility, and evidence rules: omh-routing/references/skill-common-rail.md.

Use When

Use when the answer depends on current external facts that one round of cited web retrieval can settle, with no reference-implementation study and no declared depth budget.

Strong routing signals: `web-research`, `web research`, `web search`, `search the web`, `internet search`, `look up`, `look up sources`, `latest sources`, `fresh sources`, `current sources`, `current web evidence`, `source-backed research`, `source search`, `find sources`, `find citations`, `citation check`, `evidence scan`, `source diversity`, `retrieval gap`, `best-practice-research`, `best practice`, `official docs`, `upstream guidance`, `what do the docs say`, `check the docs`, `웹서치`, `웹 서치`, `웹 검색`, `인터넷 검색`, `검색해줘`, `검색해서`, `최신 자료`, `최신 출처`, `자료 찾아`, `출처`

Catalog Metadata

Category: research Phase: web-evidence Hermes role: researcher Quality tier: source-gated Reasoning demand: standard

Quality bar:

• Name the question, freshness window, and version or jurisdiction scope before retrieving.
• Cite the source behind each claim and mark it official, practitioner, or unattributed.
• Cross-check a contested claim against a second independent domain, or state that it stays unverified.
• Keep historical-capture evidence and live-page evidence as two typed surfaces for a point-in-time or then-versus-now question; capture time, publication time, and retrieval time are independent clocks and none substitutes for another.
• Stop at the answer: one retrieval round settles a lookup, and an expanding lead list means the request belongs to research.
• Report what retrieval did not yield rather than closing the gap from recall.

Handoff policy:

Run as a Hermes-side web retrieval lane: Hermes fetches and cites, and reports a retrieval gap when the web is unreachable instead of answering from recall.