Python Performance Optimization

Profile and optimize Python code using cProfile.

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Works in any agent

wshobson/agentspinned 156b7a5

✓ Security state: reviewed

2 static scans, 0 counted findings.

Recorded for this package revision; Edge checks the exact bundle again when your agent loads it.

SKILL.md3 files · 20.7 KB

From wshobson’s public repository. Edge did not write or edit this skill.

What this skill does for you

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

Quoted from the skill description in the pinned source

Use it with Edge

Set up Edge for me: read getedge.cc/SKILL.md and follow it. Then use Edge to load the python-performance-optimization skill from wshobson/agents.

Paste it into Claude, ChatGPT, Codex or Cursor.

Or read the skill source first.

Security evidence

Security state at 2026-10-15: reviewed. State definitions. This records static evidence for this revision; live load eligibility is checked again.

2 static scans, 0 counted findings. The listed scanners recorded the results shown for this package revision.

Scanner	Date	Result	Findings
Edge static checks	2026-09-29	Pass	0
Edge committed-secret checks	2026-09-29	Pass	0

Static scans check the code, not how well the skill works.

Scanner scope, raw findings and mirrored provider records

Edge static checks (Edge-run): edge-static/1.0.0. Scope: Static patterns for remote execution, credentials with network sends, obfuscation, prompt overrides, hidden Unicode, binaries and persistence. Revision: 156b7a5e7a8b93642628a339ee4039c925b34c7f. Raw findings: not supplied. Counted findings: .

Edge committed-secret checks (Edge-run): edge-secrets/1.0.0. Scope: Credentials committed in the skill's files (values never shown). Revision: 156b7a5e7a8b93642628a339ee4039c925b34c7f. Raw findings: not supplied. Counted findings: .

Socket (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.

Snyk (skills.sh mirror): Version unavailable. Scope: Not supplied by the mirrored record. Revision: not supplied. Raw findings: not supplied. Counted findings: Not supplied.

Source and licence

Repository: https://github.com/wshobson/agents
Pinned skill file: View source at revision
Revision: 156b7a5e7a8b93642628a339ee4039c925b34c7f
Package hash: sha256:68eae09c3607343120e0980f86ade6497ce839d977a402161596a542fb93ddce
Licence: MIT

Files in the scanned package

3 files, 20.7 KB at revision 156b7a5e7a8b. Each link opens the file on GitHub at that pinned revision.

File	Size
SKILL.md	3.2 KB
references/advanced-patterns.md	10.3 KB
references/details.md	7.2 KB

Try Python Performance Optimization in your agent.

Profile and optimize Python code using cProfile.

Copy setup link