managed-ingestion-service
Ingest documents at scale into Amazon OpenSearch using OpenSearch Ingestion Service (OSIS) pipelines. Upload pre-generated JSONL chunks to S3 and OSIS indexes…
Find an Agent Skill for your task. Read the guide and copy the install command.
Updated 11-03 00:11
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Ingest documents at scale into Amazon OpenSearch using OpenSearch Ingestion Service (OSIS) pipelines. Upload pre-generated JSONL chunks to S3 and OSIS indexes…
Audits a GitHub repository against a professional open-source checklist - README quality, metadata, community files, intake templates, protections, activity -…
Marketing analytics and measurement infrastructure. Triggers for 'GA4', 'GTM', 'analytics', 'dashboard', 'attribution', 'measurement', 'tracking setup', 'UTM',…
Use when designing AI analytics, dashboards, SaaS AI metrics, NLP analytics, predictive analytics, or executive AI insight workflows. Orchestrates the former…
Use when designing, implementing, or reviewing MySQL application schemas, SQL, indexes, constraints, stored routines, and production query patterns. Load…
Use when designing the GDPR/POPIA/CCPA-compliant data export (right to portability) and erasure (right to be forgotten) workflows for a multi-tenant SaaS —…
Adding analytics, session recordings, heatmaps, 'what did users do', Clarity or PostHog: behaviour analytics without analytics cookies, read back by the agent,…
Vector database selection, indexing strategies, and semantic search optimization.
Master MongoDB aggregation pipeline for complex data transformations. Learn pipeline stages, grouping, filtering, and data transformation. Use when analyzing…
Essential PostgreSQL extensions - pg_stat_statements, pg_trgm, PostGIS
Layer 1 - Data Acquisition for Bluesky/AT Protocol social graph and content.
Convergence to common trajectory in coupled systems
Assignment of vectors to points in phase space defining dynamics
Reviews PostHog's warehouse suggestions with a person and acts on them. Explains why a view should be materialized, unmaterialized, certified or deprecated…
Record the problem, the deployment setting, the comparison metric, the baseline, and the fold count in the journal before model code. Ask every missing decision in one turn, from `frame show`. Does not write Python, estimator hyperparameters, or splitter constructors. TRIGGER when the user asks which metric to compare on, how new rows should be split, which baseline to use, or says a problem constraint changed. Not when they ask to run evaluation or CV. HOW TO USE: run `python -m skore_skills frame show`. Read each reference named in `questions` once, ask every key in `missing` in one message, and write every answered value. If a key is still unanswered, ask it and stop. If the write fills every required decision, set Status to `locked`, say those choices are reused and can be changed by name, then follow `proceed`. Do not ask to confirm. If that command is missing, or the recorded task is not classification, regression, or multi-output regression, follow Fallback below and do not invent the closed menu.
Canonical backlog loop step. Record an experiment outcome in History and triage idea files. Summarize open, discarded, and aside ideas in the JOURNAL Ideas table. Move a row into Backlog when it is promoted, and keep the idea file. Also supports the model-entry selection mode: show real B<N> rows supplied by the deterministic CLI and consume one into a proposal. Trigger after audit, when a run finishes, when the user asks what to try next or to triage idea files, or when model-ml-pipeline routes its Backlog choice here. This is cadence, not a methodology owner.
Pick how to write a figure before custom plot code. Trigger when explore-ml-data, evaluate-ml-pipeline, or audit-ml-pipeline is about to save or display a chart, or when the user asks for a plot. Not a session owner. Not for skore/sklearn Display plots that already exist on a report. HOW TO USE: first match on the tree (owned plot, interactive iframe HTML, seaborn statistical, pandas chart, else matplotlib). In a notebook: save PNG (or HTML) then leave the figure as the cell output; never `plt.close`. Convert polars at the plot boundary. Missing lib → add-python-package. Confirm symbols with `api get`. The caller names the figure directory.
Show the project choices already stored in status and let the user change one by re-entering the skill that owns it. Trigger when the user asks what we decided, what the current settings are, or to change a stored project choice. SKIP an explicit sync, export, or “a constraint changed” request — those load sync-ml-reports, export-ml-project, or frame-ml-problem directly. HOW TO USE: run `review choices`, show that board, then load one owning skill. Do not policy set from here.
Copy skore reports between local, Hub, and MLflow with `skore sync`, and optionally switch the recorded upload destination. Trigger when the user asks to sync or migrate reports, switch skore mode, upload reports to Hub or MLflow, or pull Hub/MLflow reports onto disk. First G-SKORE-MODE pick stays evaluate-ml-pipeline.
Build, develop, and review nebula.js (stardust) visualization charts. Use when: creating supernova charts, implementing hooks (usePromise, useLayout,…
Analyze a bounded IntentCorrelationPacketV1 and propose reviewable links among user inputs, execution slices, change units, commits, artifacts, and validation…
Xiaohongshu Post Analysis Assistant. Query complete post information with one click based on note ID or link, and conduct multi-dimensional in-depth analysis from a professional creator's perspective, helping you efficiently understand the full picture of a post and obtain actionable optimization suggestions. Supports cover image visual analysis and account positioning judgment, and supports batch queries. Trigger words: Xiaohongshu post analysis, query Xiaohongshu post, get Xiaohongshu note data, Xiaohongshu content analysis, xhs note details
Revolut X exchange configuration — available currencies, trading pairs, and pair constraints (min/max order size, step, status). Use when checking supported…
Revolut X authenticated market data — ticker prices (bid/ask/mid/last), OHLCV candles at multiple intervals, and order book depth up to 20 levels. Use when the…