profile-sculptor-backend
profile-sculptor-backend is a Runtime diagnostics & profiling skill for AI agents, published by imbue-ai in the sculptor repository on GitHub. Skillspace rates profile-sculptor-backend F (54/100) and it passed the safety scan; the rating is based on static analysis only.
Capture Python-level diagnostics from a running Sculptor backend (`sculptor_backend`): instant thread dumps and viztracer/Perfetto traces with no special privileges, or py-spy CPU sampling / flamegraphs / native stacks against the installed signed app (one-time re-sign + sudo). Use when the backend is wedged, slow, pegging a CPU core, or deadlocked, or when you need a CPU profile or a live stack of `sculptor_backend`. Works both INSIDE Sculptor (where privileged steps are delegated to the user so the agent never kills its own backend) and from an EXTERNAL `claude`.
- Grade
- F
- Quality
- 54 / 100
- Safety
- Passed
- GitHub stars
- 197
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.
Our review
- Architecture
- 81 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- Low-risk patterns
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
Not checked 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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