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argent-native-profiler

Native profiling for CPU hotspots, UI hangs, and memory leaks. Currently iOS-only (xctrace-backed); Android support (Perfetto/simpleperf) is on the roadmap. Use when diagnosing native-level performance issues.

64

Quality

75%

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SecuritybySnyk

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tessl review fix ./.agents/skills/argent-native-profiler/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-crafted, self-contained skill body: concrete tool calls with specific args, an ordered workflow with validation and a re-profile feedback loop, and genuinely valuable non-obvious caveats. It earns a uniform 4 — solidly above midpoint with only minor, identifiable gaps preventing 5s.

DimensionReasoningScore

Conciseness

The body is dense and assumes Claude's competence — the caveats (profiler-overhead artifacts like JSLexer/Hermes, run-to-run variance thresholds, simulator-vs-device) are non-obvious knowledge that earns its tokens — but §5's cause hints ('retain cycles, unclosed resources', 'synchronous I/O, heavy layout passes, lock contention') are mild over-explanation Claude could infer, keeping it at 4 rather than 5.

4 / 5

Actionability

Concrete, executable tool guidance throughout — named tools with specific args ('profiler-stack-query mode=hang_stacks', 'profiler-load mode=load_native session_id=<timestamp> device_id=<UDID>') and explicit investigation chains for hang/CPU/leak — but no example response payloads are shown, a minor gap against the 5 anchor's 'specific examples cover the common cases'.

4 / 5

Workflow Clarity

A clearly ordered Step 0–6 sequence with an explicit validation checkpoint ('Check exportDiagnostics in the response for any export warnings') and a genuine feedback loop (re-profile via profiler-load, compare, report honestly, reconsider on no benefit) — but in-line validation checkpoints are sparse (only one explicit check), so it sits between the 4 and 5 anchors.

4 / 5

Progressive Disclosure

Well-organized into six clearly headed sections with easy navigation and no content that clearly belongs in a separate file; however no bundle files exist and no one-level-deep references are used, and at ~100 lines the <50-line 'well-organized sections can score 5' exception does not apply, so the 5 anchor's reference-split structure is not met.

4 / 5

Total

16

/

20

Passed

Description

75%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, third-person description with an explicit 'Use when' trigger, concrete profiling targets, and honest platform-scope framing. It scores a clean 4 across all dimensions — clearly above midpoint but short of the comprehensive/multiple-action bar of the 5 anchors.

DimensionReasoningScore

Specificity

Names the domain and three concrete profiling targets ('CPU hotspots, UI hangs, and memory leaks') plus backends ('xctrace-backed', 'Perfetto/simpleperf'), but the single verb 'profiling' applied across targets is not the 'multiple distinct concrete actions' (e.g. extract/fill/merge/convert) of the 5 anchor.

4 / 5

Completeness

Clearly answers 'what' (native profiling for three target classes, iOS-only with named backends and Android roadmap) and has an explicit 'Use when diagnosing native-level performance issues' trigger; the 5 anchor is not reached because the 'when' is a single consolidated clause rather than several concrete enumerated trigger conditions.

4 / 5

Trigger Term Quality

Natural developer terms are present ('CPU hotspots', 'UI hangs', 'memory leaks', 'diagnosing', 'performance issues', 'native-level'), giving good coverage, but common synonyms a user might say ('jank', 'freeze', 'lag', 'FPS drops') are missing so it falls short of the 5 anchor's comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

The 'native-level' qualifier plus iOS-only/xctrace scope carves a clear niche with a distinct trigger, but a sibling skill (argent-react-native-profiler, referenced in the body) creates minor overlap risk with JS/React profiling, matching the 4 anchor's 'mostly distinct; minor overlap with closely related skills'.

4 / 5

Total

16

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
Uniswap/interface
Reviewed

Table of Contents

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