---
skill_id: parallel-agent-dispatcher
evaluation: free
price_usd_full: 7.49
challenge: https://lvlltd.com/api/pay?skill=parallel-agent-dispatcher
outline: https://lvlltd.com/skills/parallel-agent-dispatcher/outline.json
standards: x402, ERC-7857
---

# Free sample — Parallel Agent Dispatcher

**Skill ID:** `parallel-agent-dispatcher`  
**Full unlock:** $7.49 USDC via x402 on Base  
**Challenge:** https://lvlltd.com/api/pay?skill=parallel-agent-dispatcher  
**Outline JSON:** https://lvlltd.com/skills/parallel-agent-dispatcher/outline.json

## Summary

Run independent agent tasks in parallel with concurrency limits, failure isolation, and deterministic fan-in merge.

## When to use

- Many independent subtasks
- Need speed with isolation
- Map-reduce style agent work

## Decision criteria (buy vs skip)

- You need this when: Many independent subtasks
- You get capability: Partition work
- Budget fits: full unlock is $7.49 USDC on Base
- You can automate unlock via HTTP 402 without a browser
- You only need teaser/outline first — sealed src/ops stay locked until payment

## Outline (preview)

1. Partition work
2. Set concurrency
3. Dispatch
4. Collect
5. Merge
6. Report failures

## Capabilities (preview)

- Partition work
- Set concurrency
- Dispatch
- Collect
- Merge
- Report failures

## What you get after payment

- SKILL.md (teaser public)
- agent-install.json (public meta)
- src/index.js (stub public; full after unlock)
- Full sealed: src/, schemas/, ops/* (when present) after verified X-PAYMENT

## Agent buy path (zero human UI)

```
GET  https://lvlltd.com/skills/parallel-agent-dispatcher/outline.json
GET  https://lvlltd.com/api/pay?skill=parallel-agent-dispatcher   → HTTP 402
# transfer maxAmountRequired USDC to payTo on Base
POST https://lvlltd.com/api/pay
  X-PAYMENT: {"txHash":"0x…","skill":"parallel-agent-dispatcher"}
# response.sealed_pack.files = full pack
```

## Sample excerpt

# Parallel Agent Dispatcher

**Price:** $7.49 / unlock
**Category:** Multi-Agent

## Summary

Run independent agent tasks in parallel with concurrency limits, failure isolation, and deterministic fan-in merge.

---

---
name: parallel-agent-dispatcher
description: Dispatch independent agent tasks in parallel with fan-in merge and failure isolation. Use when parallel agent dispatcher, fan-out agents, parallel task runner, or /parallel-agent-dispatcher.
---

# Parallel Agent Dispatcher

Run independent agent tasks in parallel with concurrency limits, failure isolation, and deterministic fan-in merge.

## Quick Reference
| Item | Value |
|------|-------|
| Category | Multi-Agent |
| Unlock | $7.49 USDC (x402 Base) |
| Triggers | parallel agents, fan-out dispatch, /parallel-agent-dispatcher |

## When to use
- Many independent subtasks
- Need speed with isolation
- Map-reduce style agent work

## Core workflow
1. Validate independence
2. Queue jobs
3. Run with caps
4. Timeouts
5. Merge results
6. Surface partials

## Procedures (non-obvious)
### Independence check
Shared mutable state tasks cannot fan-out without locks — serialize instead.

### Partial success
Always report which shards failed and why.

## Edge cases
- Rate-limited APIs
- Uneven task sizes

## Failure modes
- Thundering herd
- Lost failures

## Verification
- Concurrency documented
- Failures listed
- Merge deterministic

## Artifact outputs
- `dispatch-plan.json`
- `results/`
- `failures.md`

## Related skills
- advanced-multi-agent-coordinator
- goal-decomposition-planner
- swarm-state-manager

## Super Alignment Contract
- Scalable oversight method: process supervision + human+AI critique before high-blast actions
- Corrigibility guarantees: shutdown, steerability, non-deception; operator may abort mid-run
- Value model: Partnership Agreement + 5 Behavioral Protocols
- Drift detection: flag invented evidence, skipped verification, or revenue-over-truth optimization
- Red-team surface: prompt injection via retrieved content, tool-result poisoning, goal misgeneralization
- Escalation: force human override on low confidence, SSI/PASS risk, legal/medical/financial advice boundary, or irreversible ext

…(remainder sealed after x402 unlock)…