sparkengine-job-system-threading

sparkengine-job-system-threading is a Background jobs & messaging skill for AI agents, published by Krilliac in the SparkEngine repository on GitHub. Skillspace rates sparkengine-job-system-threading D (57/100) and it passed the safety scan; the rating is based on static analysis only.

SparkEngine concurrency and threading-discipline runbook: the real JobSystem / ThreadSafeQueue / StageBasedExecutor / ParallelPerception APIs, the ECS phase barriers, per-subsystem thread-safety rules, and a checklist for parallelizing a new system without data races. TRIGGER when: "parallelize this system", "is it safe to call from a worker thread", "add a job", "JobSystem", "Submit / ParallelFor", "which stage does my system run in", "data race / crash under TSan", "can I touch the ECS from a background thread", "thread-safe queue", "Jolt physics threads". DO NOT TRIGGER for: performance profiling / measuring / optimizing hot paths (use the global perf-hotpath skill), rendering-backend RHI work, or networking protocol logic.

Grade
D
Quality
57 / 100
Safety
Passed
GitHub stars
23

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubKrilliac/SparkEngine

Our review

Architecture
79 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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