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SkillsMP 已收集 DavydenkoGr/AFTER 中的 22 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 22 / 22 个已收集 Skill。
Use for tasks that define, repair, validate, or preserve external interface contracts: REST or FastAPI endpoints, Pydantic models, JSON Schema, OpenAI tool/function schemas, ChatML or SFT JSONL formats, request batching, streaming callbacks, and…
原文语言：英语
Use for configuration repair and validation tasks involving YAML, JSON, TOML, environment variables, Nginx, Docker Compose, Kubernetes manifests, feature flags, service settings, logging, rate limits, and runtime behavior controlled by config files.
原文语言：英语
Author Dockerfiles, docker-compose stacks, and Kubernetes manifests as text artifacts: multi-stage builds, layer caching, image-size discipline, service composition with health checks, Deployment/Service/ConfigMap manifests, and pure-Python verification of…
原文语言：英语
Use for bug-fixing and failure-investigation tasks: reproduce failing tests or builds, trace dependency or configuration errors, patch minimal code, audit vulnerabilities, fix package/build breakage, and verify the repaired behavior with regression tests.
原文语言：英语
Create, inspect, and fill Word `.docx` files with python-docx, including robust template replacement across paragraphs, tables, nested tables, headers, and footers.
原文语言：英语
Use for tasks that compute, compare, optimize, or report metrics: classification and retrieval metrics, campaign uplift, model or prompt comparisons, LLM-as-judge reports, statistical significance, budgeted optimization, and behavior-preserving performance…
原文语言：英语
Use for evidence and safety verification tasks: detect prompt injection, mask PII, classify factual or policy-sensitive claims, redact sensitive text, compare claims to trusted evidence, and produce auditable reports with precision, recall, F1,…
原文语言：英语
Use for migration tasks that convert systems or artifacts while preserving behavior: SQL schema/data migrations, Terraform or IaC migrations, serialization format migrations, rollback planning, state movement, compatibility checks, and before/after validation.
原文语言：英语
Use for tasks that train, fine-tune, adapt, or evaluate predictive models: AutoML tabular models, time-series forecasting, custom PyTorch modules, object detection, QA fine-tuning, LoRA/support models, checkpoints, predictions, and metrics files.
原文语言：英语
Use for tasks where a PDF file is the primary input or output: extract text or tables, fill AcroForm fields, redact sensitive or authorship-leaking content, generate PDFs from structured records, inspect page-level statistics, or prove that a produced PDF is…
原文语言：英语
Use for data, ML, CI, and monitoring pipelines where the task is to assemble inputs, transform records, preserve dependencies, process streams, optimize workflow execution, or produce durable outputs and run statistics.
原文语言：英语
Use for PowerPoint tasks where a .pptx deck is read, created, edited, reformatted, compared, or validated, including slide layouts, placeholders, theme styles, speaker notes, images, charts, and reference-format matching.
原文语言：英语
Cheatsheet of prompt-engineering techniques: zero/few-shot, chain-of-thought, self-consistency, ReAct, tree-of-thought, role and system prompts, JSON-schema outputs, tool/function definitions, decomposition, critique-and-revise, structured extraction,…
原文语言：英语
Use for retrieval and grounding tasks: build or debug BM25, dense, hybrid, FAISS, metadata-filtered, or RRF retrieval pipelines; rank documents for queries; evaluate NDCG/MAP/Recall; and produce grounded outputs with document IDs, scores, ranks, and source…
原文语言：英语
Use for code-quality refactoring tasks: extract function from a long method, rename a confusingly-named symbol, restructure a tangled module, replace a conditional dispatch with polymorphism, split a god-class along its responsibilities, and introduce…
原文语言：英语
Reference for writing and tuning SQL on tabular sources: SELECT/INSERT/UPDATE/DELETE, INNER/LEFT/RIGHT/FULL/SEMI/ANTI joins, window functions (ROW_NUMBER, RANK, LAG/LEAD, running aggregates), recursive and non-recursive CTEs, EXPLAIN/EXPLAIN ANALYZE, index…
原文语言：英语
Reference for applied statistics on tabular data: descriptives, confidence intervals, one/two-sample and paired tests (t-test, Mann-Whitney, Wilcoxon, chi-square, Fisher exact, ANOVA, Kruskal-Wallis), assumption checks (Shapiro, Levene, Bartlett), correlation…
原文语言：英语
Use for authoring Terraform / HCL infrastructure-as-code: provider declarations (AWS, GCP, Azure), resources (VPC, subnet, security group, EC2, S3 / GCS, IAM, RDS), variables, locals, outputs, modules (calling and authoring), data sources, count vs for_each,…
原文语言：英语
Author Python test suites graders execute: pytest unit tests with fixtures and tmp_path, parametrized edge cases, mocking external boundaries with unittest.mock, property-based invariants via hypothesis, integration markers with conditional skips, coverage…
原文语言：英语
Use for tasks over transactional / event data: aggregating raw event logs into entity-level features (RFM, time-window stats), per-entity sequence representations (CoLES embeddings or hand-crafted lag features), double-entry ledger reconciliation and balance…
原文语言：英语
Use for tasks that check data, artifacts, citations, schemas, or cross-format records against explicit rules and produce clean outputs, violation lists, anomaly reports, reconciliation diffs, or validation summaries.
原文语言：英语
Use for spreadsheet tasks where the workbook itself matters: read, repair, populate, reconcile, calculate, format, or export XLSX/XLSM/CSV/TSV artifacts while preserving sheets, formulas, number formats, styles, tables, named ranges, and deterministic…
原文语言：英语