approximatelabs/sketch
AI code-writing assistant that understands data content observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1512
- days_rel: n/a
- days_push: 937
- n_releases_24m: 0
Adoption not part of the score
2284 stars · 121 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Sketch is an AI code-writing assistant for pandas users that understands the context of your dataframe content to generate relevant suggestions. It adds a .sketch extension to any pandas dataframe providing question-answering, code generation, and data generation prompts.
Use cases
- ask questions about my pandas dataframe contents
- generate pandas code from natural language
- clean and mask data columns with AI
- generate new features from text columns in a dataframe
- identify PII columns in my dataset
- get plot code for my dataframe
When to choose
- you work with pandas dataframes and want AI suggestions aware of your actual data
- you want an AI assistant without installing an IDE plugin
- you need quick data cataloging, cleaning, or feature-generation help in notebooks
When to avoid
- you need a fully local/offline assistant since it relies on OpenAI and a hosted prompt service
- you don't use pandas or tabular data
- you need actively developed tooling with recent updates
Facets
library · maturity maintenance
machine-learning nlp data-science prompt-engineering data-science large-language-models developer-tools python cross-platform pandas dataframes ai-code-assistant gpt3 tabular-data data-cataloging data-cleaning openai
2 sources
- readme: https://github.com/approximatelabs/sketch · fetched 2026-08-28 · 6c2b06b06458
- registry_pypi: https://pypi.org/pypi/sketch/json · fetched 2026-08-29 · e085e6f5c2a3
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| approximatelabs/sketch | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="approximatelabs/sketch")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem