orchestration/parallel-execution SKILL.md skillA
orchestration/parallel-execution from frankxai/starlight-intelligence-system is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add frankxai/starlight-intelligence-system/orchestration/parallel-execution@git:20260505.489390ePins git:20260505.489390e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- frankxai/starlight-intelligence-system
- Path
skills/orchestration/parallel-execution/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260505.489390e, committed May 5, 2026
- First version recorded
- Feb 10, 2026
- Size
- 2,072 bytes
- Repository stars
- 10
- License
- MIT
Use when running multiple independent tasks concurrently across agents, tools, or systems — ensures thread safety, proper result collection, and efficient resource usage. Default skill for Starlight Orchestrator.
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 Execution > *"Why do one thing when you can do three?"* ## When This Skill Activates - Running multiple independent tasks concurrently - Keywords: "parallel", "concurrent", "simultaneously", "batch" - Default for: Starlight Orchestrator ## What This Skill Does Manages parallel execution of independent tasks across agents, tools, and systems. Ensures thread safety, proper result collection, and efficient resource usage. ## Procedures ### Procedure 1: Parallelization Analysis 1. List all tasks to be executed 2. Build dependency graph 3. Identify independent tasks (no dependencies on each other) 4. Group independent tasks for parallel execution 5. Sequence dependent tasks after their prerequisites 6. Calculate resource requirements for parallel batch ### Procedure 2: Parallel Dispatch 1. Confirm all parallel tasks are truly independent 2. Limit concurrent agents to 3 (token budget constraint) 3. Dispatch tasks to assigned agents simultaneously 4. Monitor all tasks for completion or failure 5. Collect results as each task completes 6. Handle failures without blocking other parallel tasks ### Procedure 3: Result Collection …
Read the whole file at its exact version.
How to install
mdr add frankxai/starlight-intelligence-system/orchestration/parallel-execution@sha256:07ec2e5ab7084369The line at the top of this page pins the label git:20260505.489390e, 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_ohms5dsnxhlgxqdy)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Feb 10, 2026 and May 5, 2026, about one every 84 days. Its first recorded version is graded C and its latest A.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260505.489390e latest | 2026-05-05 | 489390e | 2,072 B | A | view · diff |
| git:20260210.4c6c1c0 | 2026-02-10 | 4c6c1c0 | 1,770 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 (2072 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
frankxai/starlight-intelligence-system · 10 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ohms5dsnxhlgxqdy GET https://markdownregistry.com/api/v1/resolve?ref=frankxai/starlight-intelligence-system/orchestration/parallel-execution GET https://markdownregistry.com/api/v1/blob/07ec2e5ab7084369693dc224b9a3f70ac4ba9be88fa8eb11d75ad3139bb83e19
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.