Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add irahardianto/awesome-agv --skill parallel-dispatchgit clone --depth 1 https://github.com/irahardianto/awesome-agvWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/irahardianto/awesome-agv/parallel-dispatch)<a href="https://agentmods.dev/skills/irahardianto/awesome-agv/parallel-dispatch"><img src="https://agentmods.dev/badge/skills/irahardianto/awesome-agv/parallel-dispatch/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/irahardianto/awesome-agv/parallel-dispatch"><img src="https://agentmods.dev/badge/skills/irahardianto/awesome-agv/parallel-dispatch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00049 | $0.02637 |
| Opus 5.5 | $0.00020 | $0.01055 |
| Sonnet 5.5 | $0.00010 | $0.00527 |
| Haiku 4.5 | $0.00005 | $0.00264 |
Grade A, and why
parallel-dispatch scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 245 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Parallel Dispatch
Safe parallel execution of multiple agents within the same domain. This skill defines the safety invariants — the constraints that, if maintained, guarantee conflict-free merges by construction.
Recursive by design. These invariants apply at every nesting depth. A
@backend-engineer[auth]that spawns sub-subagents for[auth-login]and[auth-registration]must apply the same decomposition, ownership, and merge rules internally.
When to Invoke
- Before dispatching multiple instances of the same agent type within a primitive
- When any agent (at any depth) needs to parallelize its own workload across sub-subagents
- When re-planning after a sub-task failure
1. Decomposition
Break work into parallelizable, MECE sub-tasks. Each gets a scope card.
Protocol
- Inventory — List all concrete deliverables (files, modules, endpoints, tests)
- Cluster by feature — Group by vertical feature slice, not technical layer
- MECE validate — No file in two clusters. No deliverable unassigned.
- Dependency scan — Mark
hard(blocks) vssoft(beneficial but not blocking) dependencies - Produce scope cards
- Cap check — >5 instances of same agent type → prompt user
Critical anti-pattern: Layer-based decomposition (handlers/, services/, repos/) creates cross-cutting dependencies. Always use feature-based clustering (auth/, tasks/, notifications/).
Scope Card Format
### Scope Card: @<agent-type>[<scope>]
- **Deliverables**: <list of concrete outputs>
- **Write Scope**: <glob pattern for exclusive write access>
- **Shared Reads**: <glob patterns for read-only access>
- **Hard Dependencies**: <scope cards that must complete first>
- **Soft Dependencies**: <scope cards that are beneficial but not blocking>
Rules:
- Every card has at least one concrete deliverable
- Every card has a write scope (glob pattern)
- Write scopes between agents MUST be disjoint
- Scope names use kebab-case:
[auth],[task-crud],[user-profile] - Empty scope cards are invalid — merge with adjacent cluster
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 245 lines · 49 tokens per session scan A 9f74b8abb28c
parallel-dispatch is a skill published in the GitHub repository irahardianto/awesome-agv (156 stars, last pushed 9d ago), licensed MIT. It adds 49 tokens to every session and 2,637 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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