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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Analyze and communicate A/B test results with metric readouts, subgroup analysis, data-quality checks, ad hoc investigation, visualization, and launch recommendations. | hashgraph-online/ | 1.3k | — | ~859 | Automated safety check: Pass | MIT | yesterday |
| 2 | 2.Closure Apply the Gestalt principle of Closure — the perceptual tendency to see incomplete shapes as whole. | hashgraph-online/ | 1.3k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | A skill your agent uses when source data and receiving code may disagree on fields, shape, optionality, enum values, or business meaning. | hashgraph-online/ | 1.3k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Plan evaluation strategies for machine-learning product changes. | hashgraph-online/ | 1.3k | — | ~801 | Automated safety check: Pass | MIT | yesterday |
| 5 | Apply methods for finding the weakest link in a workflow, system, or feature set. | hashgraph-online/ | 1.3k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Crawl, scrape, and convert websites to Markdown using the local crawlberg CLI and its MCP server. | hashgraph-online/ | 1.3k | — | ~3.4k | Automated safety check: Pass | MIT | yesterday |
| 7 | Edit an output-port ODCS file under models/outputports/v<N/, run the contract test against the live data, and classify any failures as breaking or non-breaking changes — with suggested fixes. | hashgraph-online/ | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Run the Data Contract CLI (datacontract test) against ODCS contracts in the project to verify the live data still conforms — schema, quality rules, and freshness. | hashgraph-online/ | 1.3k | — | ~4k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 9 | Bootstrap a brand-new dbt data product from scratch — create dbtproject.yml, the Entropy Data model layout (inputports, staging, intermediate, outputports/v1), README with uv install instructions… | hashgraph-online/ | 1.3k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | Build out the transformation layers (staging/, intermediate/) of a data product and run dbt against them, following project-wide conventions adapted from dbt's best practices (v1.12). | hashgraph-online/ | 1.3k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | Extract a small sample of rows from a dbt output port using a non-production profile, scrub anything classified as PII or sensitive in the data contract, and upload the scrubbed sample to Entropy… | hashgraph-online/ | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Given an Entropy Data data product URL or id, fetch its data contracts (output port ODCS files written next to the SQL under models/outputports/v<N/, input port ODCS files cached next to their dbt… | hashgraph-online/ | 1.3k | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Run and monitor PapersFlow DeepScan jobs. An agent skill from hashgraph-online/awesome-codex-plugins. | hashgraph-online/ | 1.3k | — | ~601 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | Audit a dbt project against the Entropy Data reference layout and add anything missing — Open Data Product Specification (ODPS), Open Data Contract Standard (ODCS), OpenLineage transport config… | hashgraph-online/ | 1.3k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | List the teams configured in Entropy Data so the user can pick one as the owner (team.name in ODPS) of a data product. | hashgraph-online/ | 1.3k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | 16.Kreuzcrawl Crawl, scrape, and convert websites to Markdown using the local kreuzcrawl CLI and its MCP server. | hashgraph-online/ | 1.3k | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 17 | Create publication-quality, editable scientific and engineering schematics with explicit physical meaning, exact labels, visual hierarchy, and provenance. | hashgraph-online/ | 1.3k | — | ~912 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | A skill your agent uses when the user wants a single page rendered as clean Markdown plus structured metadata. | hashgraph-online/ | 1.3k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | A skill your agent uses when the user wants a single page rendered as clean Markdown plus structured metadata. | hashgraph-online/ | 1.3k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 20 | A skill your agent uses when the user wants a long-running HTTP service for scrape/crawl/map instead of one-shot CLI calls or the MCP server — for example wiring crawlberg into other apps over REST. | hashgraph-online/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | 21.Firecrawl Search, scrape, and interact with the web via the Firecrawl CLI. | hashgraph-online/ | 1.3k | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 22 | 22.Dmaic DMAIC (Define-Measure-Analyze-Improve-Control) — Six Sigma structured problem-solving for chronic, data-driven quality improvement projects. | hashgraph-online/ | 1.3k | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 23 | 23.ML Pipeline MANDATORY whenever a task involves training, fine-tuning, tuning, or evaluating a machine-learning model on data (tabular, time series, text, images — any modality). | hashgraph-online/ | 1.3k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | Design and analyze engineering experiments or simulations using baseline cases, hypothesis-driven DOE, traceable data processing, defensible plots, uncertainty, and validation. | hashgraph-online/ | 1.3k | — | ~564 | Automated safety check: Pass | Apache-2.0 | yesterday |
