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parallel-cli Skill

AI Agent SkillSearch & Web ResearchPythonOpen source

Agent-native web search, deep research, and enrichment. Published by NousResearch in hermes-agent.

Decision snapshot

Is this a fit?

Best for

Research, Includes SKILL.md, Reusable instructions

Works with

Compatibility not yet detected.

Access

Permission behavior not yet detected.

Setup

Copy skill directory

Project health

1 month ago · MIT license

Considerations

No specific cautions were detected. Review the source and requested permissions before installing.

What is parallel-cli Skill?

Agent-native web search, deep research, and enrichment. Published by NousResearch in hermes-agent. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
100/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement. See how SkillIndex evaluates profiles.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Research
  • Research use cases

Declared skill metadata

  • Declared author: Hermes Agent
  • Declared license: MIT
  • Source file: optional-skills/research/parallel-cli/SKILL.md

These fields retain source and confidence evidence from the indexed SKILL.md.

Compatibility and setup

Copy skill directory
  • Install or run with Copy skill directory

When to use parallel-cli Skill

  • Use it for research.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: NousResearch
  • Repository: NousResearch/hermes-agent
  • Skill file: optional-skills/research/parallel-cli/SKILL.md

What it does

Agent-native web search, deep research, and enrichment.

Skill instructions

Parallel CLI Use parallel-cli when the user explicitly wants Parallel, or when a terminal-native workflow would benefit from Parallel's vendor-specific stack for web search, extraction, deep research, enrichment, entity discovery, or monitoring. This is an optional third-party workflow, not a Hermes core capability. Important expectations: - Parallel is a paid service with a free tier, not a fully free local tool. - It overlaps with Hermes native websearch / webextract, so do not prefer it by default for ordinary lookups. - Prefer this skill when the user mentions Parallel specifically or needs capabilities like Parallel's enrichment, FindAll, or monitor workflows. parallel-cli is designed for agents: - JSON output via --json - Non-interactive command execution - Async long-running jobs with --no-wait, status, and poll - Context chaining with --previous-interaction-id - Search, extract, research, enrichment, entity discovery, and monitoring in one CLI When to use it Prefer this skill w

Verified compatibility and discovery

Frequently asked questions

What is parallel-cli?

parallel-cli is a open-source AI agent skill with Copy skill directory. Agent-native web search, deep research, and enrichment.

Who is parallel-cli best for?

parallel-cli is best for reusing agent instructions, scripts, and references, research workflows.

How do I install parallel-cli?

Install or run parallel-cli using Copy skill directory. Check parallel-cli for the latest setup command.

Is parallel-cli actively maintained?

parallel-cli may need a closer maintenance check before production use.

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Stars
223,918
Forks
43,232
Last commit
1 month ago
Last verified
Aug 2, 2026
Metadata fetched
Aug 2, 2026
Repository age
1 year
License
MIT

Project health auto-fetched from the source repository.

Maintain this resource?

Review this source-backed profile, send a correction with evidence, or link to it from your documentation. Claims verify your relationship to the project; profile facts still require source evidence and editorial review.

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