parallel-dispatch SKILL.md skillA
parallel-dispatch from ibrahim-3d/orchestrator-supaconductor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ibrahim-3d/orchestrator-supaconductor/parallel-dispatch@git:20260327.244240dPins git:20260327.244240d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ibrahim-3d/orchestrator-supaconductor
- Path
skills/parallel-dispatch/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260327.244240d, committed Mar 27, 2026
- First version recorded
- Feb 17, 2026
- Size
- 16,137 bytes
- Repository stars
- 380
- License
- AGPL-3.0
Parallel execution engine for dispatching worker agents. Used by conductor-orchestrator to spawn multiple workers simultaneously from DAG parallel groups. Handles dispatch, monitoring, aggregation, and failure recovery.
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 Protocol
Engine for executing DAG tasks in parallel using worker agents.
## Core Concepts
### Parallel Groups
Tasks from the DAG that can execute simultaneously:
- Same topological level (no dependencies between them)
- Either conflict-free (no shared files) or with coordination strategy
### Worker Pool
Maximum 5 concurrent workers to prevent context overflow:
- Each worker is an ephemeral agent created by agent-factory
- Workers coordinate via message bus
- 30-minute timeout with heartbeat monitoring
## Dispatch Protocol
### 1. Parse DAG for Parallel Groups
```python
def get_executable_parallel_groups(dag: dict, completed: set) -> list:
"""
Get parallel groups that are ready to execute.
A group is ready if all dependencies are completed.
"""
ready_groups = []
for pg in dag.get("parallel_groups", []):
# Check if all tasks in group have met dependencies
all_ready = True
for task_id in pg["tasks"]:
task = next((n for n in dag["nodes"] if n["id"] == task_id), None)
if not task:
continue
# Check if all dependencies completed
…Read the whole file at its exact version.
How to install
mdr add ibrahim-3d/orchestrator-supaconductor/parallel-dispatch@sha256:9585adfe7134e533The line at the top of this page pins the label git:20260327.244240d, 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_leup5fnrxcvnxyqx)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 17, 2026 and Mar 27, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260327.244240d latest | 2026-03-27 | 244240d | 16,137 B | A | view · diff |
| git:20260312.c37221c | 2026-03-12 | c37221c | 16,131 B | A | view · diff |
| git:20260217.9cad9a5 | 2026-02-17 | 9cad9a5 | 16,130 B | A | 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 (16137 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
ibrahim-3d/orchestrator-supaconductor · 380 stars · license AGPL-3.0 · pushed 2026-09-27 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_leup5fnrxcvnxyqx GET https://markdownregistry.com/api/v1/resolve?ref=ibrahim-3d/orchestrator-supaconductor/parallel-dispatch GET https://markdownregistry.com/api/v1/blob/9585adfe7134e5331114bbb177b61d151c6aecfbc0e04538df6ef80dcf0691ce
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.
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