FreeSkills
Commits, branches and sync with the but CLI
- 361361 downloads
- 198198 likes
- 103103 saves
Works with
- Claude Code
- Codex
- Cursor
- and 3 more
Optimize Python 3.11+ code v1.0.0
Use this resource to optimize the performance of Python 3.11 or newer code
New
- 539 downloads
- 151 likes
- 207 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install python-311-performanceWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent applies 42 rules ranked by impact: async I/O, data structure choice, concurrency and memory management. You get Python code that handles I/O, collections and memory more efficiently.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- AGENTS.md: rules by category, from async I/O to idioms
- references/ds-dict-for-lookup.md: dictionaries for lookups; references/conc-taskgroup.md: TaskGroup
Good fit for
- Your script handles large volumes of data slowly
- Your async code waits for network calls one after another
Not for
Tags
- python
- performance
- asyncio
- data structures
About
You say
“Speed up this script that processes multi-gigabyte CSV files.”
Skill published by pproenca under the MIT license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to optimize the performance of Python 3.11 or newer code
- Review and adjust the result
Content preview
Files
- AGENTS.md0.2 KB
- assets/templates/_template.md1.1 KB
- LICENSE1.1 KB
- metadata.json1.3 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/_sections.md1.8 KB
- references/conc-asyncio-for-io.md1.5 KB
- references/conc-multiprocessing-cpu.md1.8 KB
- references/conc-queue-communication.md1.7 KB
- references/conc-taskgroup.md1.7 KB
- references/conc-threadpool-blocking.md1.7 KB
- references/ds-bisect-sorted.md1.4 KB
- references/ds-defaultdict.md1.5 KB
- references/ds-deque-for-queue.md1.3 KB
- references/ds-dict-for-lookup.md1.3 KB
- references/ds-frozenset-for-hashable.md1.5 KB
- references/ds-set-for-membership.md1.4 KB
- references/func-keyword-only.md1.5 KB
- references/func-lru-cache.md1.7 KB
- references/func-partial.md1.7 KB
- references/func-reduce-calls.md1.4 KB
- references/io-aiofiles.md1.6 KB
- references/io-async-gather.md1.5 KB
- references/io-connection-pooling.md1.8 KB
- references/io-defer-await.md1.6 KB
- references/io-semaphore.md1.9 KB
- references/io-uvloop.md1.3 KB
- references/loop-any-all.md1.4 KB
- references/loop-comprehension.md1.4 KB
- references/loop-dict-items.md1.3 KB
- references/loop-enumerate.md1.4 KB
- references/loop-hoist-invariants.md1.7 KB
- references/loop-itertools.md1.5 KB
- references/mem-array-for-numeric.md1.4 KB
- references/mem-generators.md1.6 KB
- references/mem-intern-strings.md1.7 KB
- references/mem-slots.md1.4 KB
- references/mem-weak-references.md1.7 KB
- references/py-dataclass.md1.6 KB
- references/py-lazy-import.md1.7 KB
- references/py-local-variables.md1.5 KB
- references/py-match-statement.md2 KB
- references/py-walrus-operator.md1.4 KB
- references/py-zero-cost-exceptions.md1.6 KB
- references/str-fstring.md1.3 KB
- references/str-join-concatenation.md1.3 KB
- references/str-startswith-tuple.md1.2 KB
- references/str-translate.md1.6 KB
- SKILL.md8.3 KB
Origin and licence
Listed unmodified
- Author
- pproenca
- Source
- github.com/pproenca/dot-skills/tree/cf93c57cac89d6fc3e4194686000411567f5caf3/skills/.curated/python
- Licence
- MIT
Notice
« python » (pproenca, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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