Repository
flyrank-bih/flyrank-ml-internship-starter agent skills
- skills
- 13
- GitHub stars
- 140
GitHub description: “Starter repo for the FlyRank ML Internship - a runnable ML pipeline on real anonymized Google Search data, with Colab notebooks. Fork it, build your capstone in it.”
- Stars
- 140 (234 forks)
- Licence
- Unknown
- Last push
- Aug 2026
- Created
- Jul 2026
Install all skills
npx skills add flyrank-bih/flyrank-ml-internship-starterAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in flyrank-bih/flyrank-ml-internship-starter, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Works with datasets far too big to download or load in pandas — SQL over remote Parquet with DuckDB, aggregate-then-model, iterate on samples. | flyrank-bih/ | 140 | — | ~750 | Automated safety check: Pass | Unknown | 1 mo ago |
| 2 | Builds the transparent rule-based baseline every model must beat — a hand-written score with reason codes, ranked output, and precision@K evaluation. | flyrank-bih/ | 140 | — | ~587 | Automated safety check: Pass | Unknown | 1 mo ago |
| 3 | Deploys a static page (research paper, portfolio piece) for free from a GitHub repo using GitHub Pages — setup, file layout, verification, and recording the final URL. | flyrank-bih/ | 140 | — | ~564 | Automated safety check: Pass | Unknown | 1 mo ago |
| 4 | Frames a data/ML problem before any modeling — the decision, the action, the cost of a wrong call, task type, target, and success metric. | flyrank-bih/ | 140 | — | ~700 | Automated safety check: Pass | Unknown | 1 mo ago |
| 5 | Trains a first model the honest way — method chosen to fit the question, compared against the baseline on the same split and metric, errors read before scores are believed. | flyrank-bih/ | 140 | — | ~588 | Automated safety check: Pass | Unknown | 1 mo ago |
| 6 | Writes findings in language the evidence can carry — the claim ladder (observed → directional → decision-support, never causal without a design), effect sizes over drama, banned phrasings. | flyrank-bih/ | 140 | — | ~665 | Automated safety check: Pass | Unknown | 1 mo ago |
| 7 | Structures and writes a public research page — canonical sections (abstract through limitations), storytelling that carries findings, chart hygiene, referencing for credibility, repurposing for… | flyrank-bih/ | 140 | — | ~787 | Automated safety check: Pass | Unknown | 1 mo ago |
| 8 | Runs an honest EDA and signal audit — distributions first, heavy-tail handling, verdict-style mini-tests (CONFIRMED/OPPOSITE/MIXED/FALSE), sample-size floors. | flyrank-bih/ | 140 | — | ~656 | Automated safety check: Pass | Unknown | 1 mo ago |
| 9 | Teaches the working method for using an AI coding assistant on analysis tasks — one task per fresh conversation, search before assuming, interview before big plans, validate everything, commit per… | flyrank-bih/ | 140 | — | ~790 | Automated safety check: Pass | Unknown | 1 mo ago |
| 10 | 10.Flyrank Data The FlyRank internship datasets — the 30k-row starter CSV and its gotchas, the ~79M-row warehouse release tables and grains, panel warnings, access, and iteration rules. | flyrank-bih/ | 140 | — | ~1k | Automated safety check: Pass | Unknown | 1 mo ago |
| 11 | Finds label leakage and designs honest validation — leakage taxonomy, grouped and time-aware splits, base rates, and the attack-your-own-model checklist. | flyrank-bih/ | 140 | — | ~974 | Automated safety check: Pass | Unknown | 1 mo ago |
| 12 | Writes a data contract — what a row means, which fields are features vs labels vs context vs excluded, over which time windows — and verifies every claim with a query. | flyrank-bih/ | 140 | — | ~680 | Automated safety check: Pass | Unknown | 1 mo ago |
| 13 | FlyRank-specific background — what the company does, the search problem, and the hand-written flags story that the ML internship work builds on. | flyrank-bih/ | 140 | — | ~602 | Automated safety check: Pass | Unknown | 1 mo ago |
Questions, answered from the data.
What is the best skill in flyrank-bih/flyrank-ml-internship-starter?
Querying Big Datasets from flyrank-bih/flyrank-ml-internship-starter ranks first of the 13 skills in flyrank-bih/flyrank-ml-internship-starter listed here, with the highest score: its repository has 140 GitHub stars, its SKILL.md loads about 750 tokens and it passes the automated safety check with no findings. Next come Building Baselines and Deploying Static Pages.
Are the skills in flyrank-bih/flyrank-ml-internship-starter official?
None yet. All 13 skills in flyrank-bih/flyrank-ml-internship-starter listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from flyrank-bih/flyrank-ml-internship-starter?
Run npx skills add flyrank-bih/flyrank-ml-internship-starter in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.