parallel-cli

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• SKILL.md

SKILL.md (first lines)

# 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 `web_search` / `web_extract`, 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 when:
- The user explicitly mentions Parallel or `parallel-cli`
- The task needs richer workflows than a simple one-shot search/extract pass
- You need async deep research jobs that can be launched and polled later
- You need structured enrichment, FindAll entity discovery, or monitoring

Prefer Hermes native `web_search` / `web_extract` for quick one-off lookups when Parallel is not specifically requested.

## Installation

Try the least invasive install path available for the environment.

### Homebrew

```bash
brew install parallel-web/tap/parallel-cli
```

### npm

```bash
npm install -g parallel-web-cli
```

### Python package

```bash
pip install "parallel-web-tools[cli]"
```

### Standalone installer

```bash
curl -fsSL https://parallel.ai/install.sh | bash
```

If you want an isolated Python install, `pipx` can also work:

```bash
pipx install "parallel-web-tools[cli]"
pipx ensurepath
```

## Authentication

Interactive login:

```bash
parallel-cli login
```

Headless / SSH / CI:

```bash
parallel-cli login --device
```

API key environment variable:

```bash
export PARALLEL_API_KEY="***"
```

Verify current auth status:

```bash
parallel-cli auth
```

If auth requires browser interaction, run with `pty=true`.

## Core rule set

1. Always prefer `--json` when you need machine-readable output.
2. Prefer explicit arguments and non-interactive flows.
3. For long-running jobs, use `--no-wait` and then `status` / `poll`.
4. Cite only URLs returned by the CLI output.
5. Save large JSON outputs to a temp file when follow-up questions are likely.
6. Use background processes only for genuinely long-running workflows; otherwise run in foreground.
7. Prefer Hermes native tools unless the user wants Parallel specifically or needs Parallel-only workflows.

## Quick reference

```text
parallel-cli
├── auth
├── login
├── logout
├── search
├── extract / fetch
├── research run|status|poll|processors
├── enrich run|status|poll|plan|suggest|deploy
├── findall run|ingest|status|poll|result|enrich|extend|schema|cancel
└── monitor create|list|get|update|delete|events|event-group|simulate
```

## Common flags and patterns

Commonly useful flags:

From Colin4k1024/hermesx, MIT.

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