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brojonat/llmsrules

39 skills · 1.2K combined installs

Skills from this source

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Skill
Source
8W Activity
Installs
1
ibis-data Use Ibis for database-agnostic data access in Python. Use when writing data queries, connecting to databases (DuckDB,…
brojonat/llmsrules
43
2
python-cli Build Python CLIs with Click using subcommand groups. Use when creating or modifying a Python command-line interface,…
brojonat/llmsrules
43
3
ducklake Work with DuckLake, an open lakehouse format built on DuckDB. Use when creating or querying DuckLake tables, managing…
brojonat/llmsrules
42
4
parquet-analysis Analyze parquet files using Python and Ibis. Use when the user wants to explore, transform, or analyze parquet data f…
brojonat/llmsrules
42
5
pyproject-config Configure Python projects with pyproject.toml including build system, console scripts, ruff linting, and pytest. Use …
brojonat/llmsrules
40
6
k8s-deployment Deploy services to Kubernetes with Docker multi-stage builds, kustomize overlays, and Makefile automation. Use when c…
brojonat/llmsrules
38
7
fastapi-service Build FastAPI services with JWT auth, structlog, and Prometheus metrics. Use when creating or modifying a Python HTTP…
brojonat/llmsrules
37
8
go-service Build Go microservices with stdlib HTTP handlers, sqlc, urfave/cli, and slog. Use when creating or modifying a Go HTT…
brojonat/llmsrules
37
9
scikit-learn Build ML pipelines with scikit-learn, including preprocessing, cross-validation, hyperparameter tuning, evaluation, a…
brojonat/llmsrules
37
10
sqlite Extend SQLite with application-defined functions and loadable extensions in Python. Use when you need custom SQL logi…
brojonat/llmsrules
37
11
temporal-go Build Temporal workflow applications in Go. Use when creating or modifying Temporal workflows, activities, workers, c…
brojonat/llmsrules
36
12
openai-agents Build multi-agent systems with the OpenAI Agents SDK, including tool definitions, handoffs, context management, and w…
brojonat/llmsrules
35
13
temporal-python Build Temporal applications in Python using the temporalio SDK. Use when creating workflows, activities, workers, cli…
brojonat/llmsrules
35
14
redfin-api Interact with Redfin's unofficial stingray API for property search, listing data, AVM estimates, and property history…
brojonat/llmsrules
34
15
bayesian-ab-testing Run a Bayesian A/B test on conversion data using PyMC. Use when the user wants to compare two variants (landing pages…
brojonat/llmsrules
33
16
tabular-eda Profile a new tabular dataset before modeling. Find target leakage, missing data patterns, high-cardinality categoric…
brojonat/llmsrules
33
17
bayesian-bandits Implement Thompson sampling for multi-armed and contextual bandits. Use when the user wants to adaptively allocate tr…
brojonat/llmsrules
32
18
resend-email Send transactional emails via Resend using SMTP or HTTP API. Use when integrating Resend for magic links, scheduled e…
brojonat/llmsrules
32
19
bayesian-decision-analysis Turn posterior distributions into optimal actions using loss functions, expected value of information, and the newsve…
brojonat/llmsrules
31
20
bayesian-regression Fit Bayesian regression models with PyMC using the Hogg approach — start simple, diagnose problems, upgrade the likel…
brojonat/llmsrules
30
21
bubbletea Build terminal user interfaces (TUIs) in Go with the Charm Bubble Tea framework (Elm-style Model/Update/View). Use wh…
brojonat/llmsrules
30
22
pg-messaging Build pub/sub and task queue services using PostgreSQL as the backend. Use when implementing messaging primitives, lo…
brojonat/llmsrules
30
23
regression Build a production-ready regression model on tabular data using XGBoost with conformalized quantile regression for pr…
brojonat/llmsrules
30
24
air-go Hot-reload Go apps with cosmtrek/air during development. Use when setting up dev workflows for Go HTTP servers, confi…
brojonat/llmsrules
29
25
binary-classification Build a production-ready binary classifier on tabular data using XGBoost. Use when the user needs to predict a binary…
brojonat/llmsrules
29
26
urfave-cli Build Go command-line applications with urfave/cli v3 — commands, subcommands, flags, env var binding, Before/After h…
brojonat/llmsrules
29
27
bayesian-mixture-models Fit Bayesian Gaussian mixture models with PyMC for soft clustering with full uncertainty. Use when the user needs pro…
brojonat/llmsrules
28
28
litestream-k8s Run SQLite with Litestream replication to S3-compatible storage (Cloudflare R2, etc.) on Kubernetes. Use when adding …
brojonat/llmsrules
28
29
unsupervised Find structure in unlabeled tabular data — clustering with KMeans / GMM / DBSCAN and proper K selection, IsolationFor…
brojonat/llmsrules
28
30
multilabel-classification Build a production-ready multilabel classifier on tabular data using XGBoost wrapped in MultiOutputClassifier. Use wh…
brojonat/llmsrules
27
31
playwright-e2e Write Playwright end-to-end tests for web apps. Use when setting up e2e tests, testing auth flows, or writing browser…
brojonat/llmsrules
27
32
data-labeling-qa Audit an untrusted labeled training set before fine-tuning. Find mislabeled examples with four complementary techniqu…
brojonat/llmsrules
26
33
honker Add cross-process pub/sub, durable task queues, event streams, and scheduled jobs to a SQLite database using the honk…
brojonat/llmsrules
26
34
llm-finetuning Fine-tune small open-weight LLMs locally with Unsloth + QLoRA for text tasks (classification, extraction, translation…
brojonat/llmsrules
26
35
multiclass-classification Build a production-ready multiclass classifier on tabular data using XGBoost. Use when the user needs to predict one …
brojonat/llmsrules
26
36
marimo-notebook Author marimo notebooks with conventions for interactive scatter exploration. Use when creating a new marimo notebook…
brojonat/llmsrules
24
37
data-flywheel Build a data flywheel service that ingests labeled data into SQLite, triggers async model training via honker queues …
brojonat/llmsrules
23
38
statistical-process-control Monitor a metric over time with process behaviour charts (XmR / control charts) to separate routine variation from re…
brojonat/llmsrules
17
39
datastar Build real-time hypermedia web apps with Datastar — the backend owns state and pushes HTML down one long-lived SSE st…
brojonat/llmsrules
3