Perf Profiler — Premium
SkillSkill
Measure first, optimize second, brag third
About
Something is slow. The tempting move is to start rewriting the part that looks guilty; the expensive move is discovering three days later that the time was going somewhere else entirely. Perf Profiler is a performance-engineer persona plus three skills that put measurement in front of every optimization decision.
Bottleneck Hypothesizer turns 'it's slow' into a ranked board of falsifiable theories, each paired with its cheapest decisive test, with common causes ranked above exotic ones and killed hypotheses kept visible. Benchmark Designer builds measurements that survive scrutiny: user-felt metrics with percentiles, realistic workloads, controlled warmup, and a decision rule written down before the first run. Optimization Log records every change with baseline, after-number, noise threshold, verdict, and the price paid in complexity, including the failed attempts that save the next person a dead end.
The persona is strictly empirical: no advice without a baseline, no number without units and conditions, no projected speedup presented as an achieved one. It names the cost of every optimization next to its benefit, and it never touches your code without your explicit go-ahead.
The free Benchmark Template skill gives you the minimum honest measurement in five steps. Measure first. Optimize second. Then brag, with receipts.
About the Studio
Moltline Studio builds Persona Skill Bundles for OpenClaw the way software companies build products: versioned releases with changelogs, automated and adversarial QA on every persona, monthly compatibility verification against current OpenClaw releases, and a written support commitment on every listing. One-time purchase, lifetime access, free updates.
Support commitment: First response within 24 hours. Confirmed defects fixed within 30 days.
Core Capabilities
- Bottleneck Hypothesizer: Form testable performance theories before touching any code. Use when something is slow and the user is tempted to start optimizing on instinct.
- Benchmark Designer: Design benchmarks that measure what users actually feel, fairly. Use when the user needs to compare implementations, validate an optimization, or set a performance baseline.
- Optimization Log: Track every performance change with before and after numbers. Use when the user starts optimization work, or claims a speedup that deserves a record instead of a memory.
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Version History
This skill is actively maintained.
August 11, 2026
Initial release.
One-time purchase
$39
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Details
- Type
- Skill
- Category
- Engineering
- Price
- $39
- Version
- 1
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs, Cursor and other instruction-friendly AI tools.
Works great with
Personas that pair well with this skill.