parallel-dispatch SKILL.md skillA
parallel-dispatch from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jmagly/aiwg/parallel-dispatch@git:20260430.6d8a12ePins git:20260430.6d8a12e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jmagly/aiwg
- Path
agentic/code/addons/aiwg-utils/skills/parallel-dispatch/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260430.6d8a12e, committed Apr 30, 2026
- First version recorded
- Mar 27, 2026
- Size
- 6,682 bytes
- Repository stars
- 229
- License
- MIT
Launch multiple agents concurrently, collect their results, and handle timeouts for fan-out orchestration patterns.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# parallel-dispatch Generic parallel agent orchestration utility for launching multiple agents concurrently. ## Triggers Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description): - "fan out" → parallel agent dispatch shorthand - "run all [N] in parallel" → explicit parallel execution ## Purpose This skill provides the foundational infrastructure for launching multiple agents in parallel, collecting their results, and handling timeouts. It is used by higher-level skills like `artifact-orchestration`, `review-synthesis`, and `gate-evaluation`. ## Behavior When triggered, this skill: 1. **Parses agent configuration**: - Agent names (from built-in or custom) - Prompt templates for each agent - Shared context/artifact reference - Timeout settings 2. **Prepares agent-specific prompts**: - Loads prompt template per agent - Injects shared context (artifact path, requirements) - Adds output format requirements 3. **Launches agents in parallel**: - Uses single message with multiple Task tool calls - Each agent runs independently - No inter-agent communication during execution …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/parallel-dispatch@sha256:eeca9f7131673f9bThe line at the top of this page pins the label git:20260430.6d8a12e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_vxrcx4x4xlnpd2tw)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 27, 2026 and Apr 30, 2026, about one every 9 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260430.6d8a12e latest | 2026-04-30 | 6d8a12e | 6,682 B | A | view · diff |
| git:20260416.c004262 | 2026-04-16 | c004262 | 6,658 B | B | view · diff |
| git:20260404.f8108b9 | 2026-04-04 | f8108b9 | 6,531 B | C | view · diff |
| git:20260402.c9fe183 | 2026-04-02 | c9fe183 | 6,515 B | C | view · diff |
| git:20260327.29d5f42 | 2026-03-27 | 29d5f42 | 6,540 B | C | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6682 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vxrcx4x4xlnpd2tw GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/parallel-dispatch GET https://markdownregistry.com/api/v1/blob/eeca9f7131673f9bdaee4a5ab58e0374f1781572ebfb79553b3e27c06bf46654
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.