83 lines
4.0 KiB
Markdown
83 lines
4.0 KiB
Markdown
---
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name: deep-research
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description: Dispatch exhaustive deep web research to the research profile. Triggered by "deep research", "ask web", or "research this". The research profile runs with the deep-web-research skill loaded — five-move flow, external ledger, mechanical saturation, disconfirmation, condensation from disk.
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version: 1.0.0
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author: Hermes Agent
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license: MIT
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platforms: [linux]
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metadata:
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hermes:
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tags: [research, deep-research, delegation, web-search, scraping]
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related_skills: [ask-hermes, ask-dev, deep-web-research]
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---
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# deep-research — Exhaustive Web Research Delegation
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## Overview
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Dispatches a research question to the research profile, which runs with the `deep-web-research` skill loaded. The research agent does exhaustive, trail-following research — any tool, any trail, no rush — then condenses everything into a tight, concrete, evidence-backed answer. This agent just relays the result.
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**Trigger phrases:** "deep research", "ask web", "research this", "deep dive on", "exhaustive research on"
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## Command
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```
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hermes -p research -s deep-web-research chat -q "<question>" -Q --max-turns 200 --yolo
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```
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- Output line 1: `session_id: <id>` — capture this
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- Output line 2+: the research agent's condensed answer
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- Hold the session_id for follow-up questions
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**Subsequent asks (resume the session):**
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```
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hermes -p research -s deep-web-research chat --resume <session_id> -q "<follow-up>" -Q --max-turns 200 --yolo
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```
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## What the Research Agent Does
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The `deep-web-research` skill on the research profile enforces:
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1. **Decompose** — break the question into sub-questions with time classifications
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2. **Landscape Pass** — shallow sweep, identify key sources and terms
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3. **Deep-Dive** — 3+ search angles per sub-question, full-page reads, citation trails, depth-first
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4. **Disconfirmation** — actively hunt for contradiction and outdated claims
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5. **Condensation** — read the external findings ledger from disk, synthesize into a concrete answer
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The research agent writes all findings to `/tmp/research-<sid>.md` (external ledger) and uses a phase gate file to enforce completion before condensing. Mechanical saturation checks (`grep -c`) prevent endless searching.
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## When to Use
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- User says "deep research", "ask web", "research this", "deep dive on"
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- Question requires exhaustive multi-source investigation
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- User wants current, verified, cross-referenced information
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- Phone number lookup, person research, topic investigation, fact verification
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## When NOT to Use
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- Simple factual question (capital of France, current time)
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- Question I can answer from a single search
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- Task that needs my exact context state
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- User explicitly says "quick search" or "just look it up"
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## Relay Rule
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Relay the research agent's actual response. Do not paraphrase or summarize. If the response is long, chunk it. The research agent already condensed — don't re-condense.
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## Spot-check Rule
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The research agent self-reports are not verified fact. If it claims a file write, `read_file` the path to confirm. If it claims a specific finding, spot-check the source URL.
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## Session Persistence
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Capture session_id from output line 1. Every follow-up in the same line of research MUST use `--resume <session_id>`. Starting fresh discards the research context and wastes turns.
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## Common Pitfalls
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1. **Profile flag required.** Always use `-p research`. The sticky default may be general.
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2. **Skill flag required.** Always use `-s deep-web-research`. Without it, the research agent runs in normal mode without the methodology.
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3. **--yolo is required.** The research agent runs headless. Without it, approval prompts fail closed.
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4. **200 turns is the ceiling, not the target.** The research agent should condense well before 200. Hitting the ceiling means it failed to condense.
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5. **Don't re-condense.** The research agent already produced a condensed answer. Relay it, don't summarize it further.
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6. **Don't do the research yourself.** If the user triggers deep research, dispatch it. Don't run a few searches and call it done.
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