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OpenClaw

deep-researcher

Meta-skill for iterative, hypothesis-driven deep research using deepresearchwork, tavily-search, literature-search (Semantic Scholar mapping), and perplexity-deep-search. Use when the user needs multi-round evidence gathering, contradiction resolution, source-quality assessment, and a scientific-style Markdown report with footnotes.

h4gen0 source installs☆ 0 Repository stars

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install h4gen/deep-researcher

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

Purpose

Conduct deep, iterative research beyond single-pass web search.

Core goals:

  • Decompose a broad question into testable sub-questions.
  • Build and test hypotheses against multiple source classes.
  • Resolve contradictions with explicit arbitration.
  • Produce a scientific-style Markdown report with footnotes.

This skill coordinates upstream skills. It does not replace them.

Required Installed Skills

  • deepresearchwork (inspected latest: 1.0.0)
  • tavily-search (inspected latest: 1.0.0)
  • perplexity-deep-search (inspected latest: 1.0.0)
  • literature-search (inspected latest: 1.0.3; used as Semantic Scholar-capable academic layer)

Install/update:

npx -y clawhub@latest install deepresearchwork
npx -y clawhub@latest install tavily-search
npx -y clawhub@latest install literature-search
npx -y clawhub@latest install perplexity-deep-search
npx -y clawhub@latest update --all

Verify:

npx -y clawhub@latest list
node skills/tavily-search/scripts/search.mjs --help
bash skills/perplexity-deep-search/scripts/search.sh --help

Required Credentials

  • TAVILY_API_KEY
  • PERPLEXITY_API_KEY

Preflight:

echo "$TAVILY_API_KEY" | wc -c
echo "$PERPLEXITY_API_KEY" | wc -c

If missing, stop and report blockers.

Mapping Rule (Requested "semantic-scholar")

If user requests /semantic-scholar explicitly:

  • State that no exact semantic-scholar slug was found during ClawHub inspection.
  • Use literature-search as the mapped academic retriever because it explicitly includes Semantic Scholar in its scope.
  • Record this mapping in methodology and limitations sections.

Inputs the LM Must Collect First

  • research_topic
  • target_horizon (example: 2030)
  • region_scope (global, region-specific, country-specific)
  • required_sections (executive summary, methods, findings, contradictions, etc.)
  • evidence_threshold (minimum source count per claim)
  • recency_policy (for fast-changing topics)
  • output_mode...

Source information

Source
github
Repository
openclaw/skills
Path
skills/h4gen/deep-researcher
Version
—
Commit
16a8399a897db6b4eb1ff5432b77e8d0fb64bbc1
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

SKILL.md
# Purpose

Conduct deep, iterative research beyond single-pass web search.

Core goals:
- Decompose a broad question into testable sub-questions.
- Build and test hypotheses against multiple source classes.
- Resolve contradictions with explicit arbitration.
- Produce a scientific-style Markdown report with footnotes.

This skill coordinates upstream skills. It does not replace them.

# Required Installed Skills

- `deepresearchwork` (inspected latest: `1.0.0`)
- `tavily-search` (inspected latest: `1.0.0`)
- `perplexity-deep-search` (inspected latest: `1.0.0`)
- `literature-search` (inspected latest: `1.0.3`; used as Semantic Scholar-capable academic layer)

Install/update:

```bash
npx -y clawhub@latest install deepresearchwork
npx -y clawhub@latest install tavily-search
npx -y clawhub@latest install literature-search
npx -y clawhub@latest install perplexity-deep-search
npx -y clawhub@latest update --all
```

Verify:

```bash
npx -y clawhub@latest list
node skills/tavily-search/scripts/search.mjs --help
bash skills/perplexity-deep-search/scripts/search.sh --help
```

# Required Credentials

- `TAVILY_API_KEY`
- `PERPLEXITY_API_KEY`

Preflight:

```bash
echo "$TAVILY_API_KEY" | wc -c
echo "$PERPLEXITY_API_KEY" | wc -c
```

If missing, stop and report blockers.

# Mapping Rule (Requested "semantic-scholar")

If user requests `/semantic-scholar` explicitly:
- State that no exact `semantic-scholar` slug was found during ClawHub inspection.
- Use `literature-search` as the mapped academic retriever because it explicitly includes Semantic Scholar in its scope.
- Record this mapping in methodology and limitations sections.

# Inputs the LM Must Collect First

- `research_topic`
- `target_horizon` (example: `2030`)
- `region_scope` (global, region-specific, country-specific)
- `required_sections` (executive summary, methods, findings, contradictions, etc.)
- `evidence_threshold` (minimum source count per claim)
- `recency_policy` (for fast-changing topics)
- `output_mode`...

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