lebsral/dspy-programming-not-prompting-lms-skills
90 skills993 installs990 starsGitHub
Install
npx skills add https://github.com/lebsral/dspy-programming-not-prompting-lms-skillsSkills in this repo
1Ai Stopping Hallucinationsai-stopping-hallucinations is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.83installs2Ai Switching Modelsai-switching-models is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.61installs3Ai Doai-do is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.28installs4Ai Reasoningai-reasoning is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.25installs5Ai Building Chatbotsai-building-chatbots is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.24installs6Ai Improving Accuracyai-improving-accuracy is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.23installs7Ai Parsing Dataai-parsing-data is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.22installs8Ai Sortingai-sorting is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.22installs9Ai Generating Dataai-generating-data is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.21installs10Ai Scoringai-scoring is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.21installs11Ai Taking Actionsai-taking-actions is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.21installs12Ai Fine Tuningai-fine-tuning is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.20installs13Ai Fixing Errorsai-fixing-errors is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.20installs14Ai Following Rulesai-following-rules is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.20installs15Ai Monitoringai-monitoring is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.20installs16Ai Testing Safetyai-testing-safety is a Claude Code skill for testing & qa. It helps solo builders move faster with AI-assisted coding.20installs17Ai Writing Contentai-writing-content is a Claude Code skill for marketing & seo. It helps solo builders move faster with AI-assisted coding.20installs18Ai Kickoffai-kickoff is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.19installs19Ai Querying Databasesai-querying-databases is a Claude Code skill for databases. It helps solo builders move faster with AI-assisted coding.19installs20Ai Searching Docsai-searching-docs is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.19installs21Ai Serving Apisai-serving-apis is a Claude Code skill for backend & apis. It helps solo builders move faster with AI-assisted coding.19installs22Ai Tracing Requestsai-tracing-requests is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.19installs23Ai Making Consistentai-making-consistent is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.18installs24Ai Moderating Contentai-moderating-content is a Claude Code skill for marketing & seo. It helps solo builders move faster with AI-assisted coding.18installs25Ai Summarizingai-summarizing is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.18installs26Ai Tracking Experimentsai-tracking-experiments is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.18installs27Ai Decomposing Tasksai-decomposing-tasks is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.16installs28Ai Building Pipelinesai-building-pipelines is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.15installs29Ai Checking Outputsai-checking-outputs is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.15installs30Ai Coordinating Agentsai-coordinating-agents is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.15installs31Ai Request Skillai-request-skill is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.15installs32Ai Cutting Costsai-cutting-costs is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.13installs33Dspy Datadspy-data is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.10installs34Dspy Chain Of Thoughtdspy-chain-of-thought is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.8installs35Dspy Adaptersdspy-adapters is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs36Dspy Evaluatedspy-evaluate is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs37Dspy Gepadspy-gepa is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs38Dspy Labeled Few Shotdspy-labeled-few-shot is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs39Dspy Lmdspy-lm is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs40Dspy Modulesdspy-modules is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs41Dspy Multi Chain Comparisondspy-multi-chain-comparison is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs42Dspy Paralleldspy-parallel is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs43Dspy Predictdspy-predict is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs44Dspy Primitivesdspy-primitives is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs45Dspy Utilsdspy-utils is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.7installs46Dspy Reactdspy-react is a Claude Code skill for frontend development. It helps solo builders move faster with AI-assisted coding.6installs47Dspy Rlmdspy-rlm is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.6installs48Dspy Signaturesdspy-signatures is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.6installs49Dspy Simbadspy-simba is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.6installs50Dspy Toolsdspy-tools is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.6installs51Dspy Best Of Ndspy-best-of-n is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs52Dspy Better Togetherdspy-better-together is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs53Dspy Bootstrap Few Shotdspy-bootstrap-few-shot is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs54Dspy Bootstrap Finetunedspy-bootstrap-finetune is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs55Dspy Bootstrap Rsdspy-bootstrap-rs is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs56Dspy Codeactdspy-codeact is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs57Dspy Coprodspy-copro is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs58Dspy Knn Few Shotdspy-knn-few-shot is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs59Dspy Weavedspy-weave is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.5installs60Ai Choosing Architectureai-choosing-architecture is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs61Dspy Ensembledspy-ensemble is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs62Dspy Infer Rulesdspy-infer-rules is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs63Dspy Langtracedspy-langtrace is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs64Dspy Langwatchdspy-langwatch is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs65Dspy Miprov2dspy-miprov2 is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs66Dspy Mlflowdspy-mlflow is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs67Dspy Ollamadspy-ollama is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs68Dspy Phoenixdspy-phoenix is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs69Dspy Qdrantdspy-qdrant is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs70Dspy Ragasdspy-ragas is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs71Dspy Retrievaldspy-retrieval is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs72Dspy Vizpydspy-vizpy is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs73Dspy Vllmdspy-vllm is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.4installs74Ai Auditing Codeai-auditing-code is a Claude Code skill for security. It helps solo builders move faster with AI-assisted coding.3installs75Ai Planningai-planning is a Claude Code skill for productivity & planning. It helps solo builders move faster with AI-assisted coding.3installs76Ai Rewriting TextGuides building a DSPy rewriter that takes source text plus a target style and audience and returns rewritten text preserving factual claims. A developer uses it for tone transformation, simplifying jargon, or matching brand voice.3installs77Ai Understanding Imagesai-understanding-images is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.3installs78Dspy Program Of Thoughtdspy-program-of-thought is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.3installs79Dspy Refinedspy-refine is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.3installs80Ai Cleaning DataGuides building a DSPy-based cleaner that takes a messy field value plus its type and returns a cleaned value with confidence. A developer uses it to standardize inconsistent data before import or analysis without hand-coding a rule per edge case.2installs81Ai Detecting AnomaliesGuides building a DSPy detector for fraud, suspicious transactions, and unusual behavior with baseline construction and severity scoring. A developer uses it for security event triage where semantic understanding beats simple threshold rules.2installs82Ai Generating NotificationsGuides building a DSPy notifier that produces consistent, personalized notification messages from structured events. A developer uses it to write push, email, Slack, or SMS alert copy with per-channel length limits and urgency levels.2installs83Ai Matching RecordsGuides building a DSPy matcher that finds and merges duplicate records across datasets. A developer uses it for CRM deduplication, entity resolution, and record linkage where semantic understanding is needed beyond exact or fuzzy matching.2installs84Ai RecommendingGuides building a DSPy recommender that retrieves candidate items by embedding similarity then re-ranks them with an LM using user profile signals. A developer uses it for product recommendations, personalized feeds, and content discovery with human-readable explanations.2installs85Ai Redacting DataGuides building a DSPy redaction pipeline that detects and replaces PII before text reaches an LM or leaves the system. A developer uses it to anonymize customer data and meet GDPR, HIPAA, or PCI-DSS requirements.2installs86Ai Translating ContentGuides building a DSPy translation pipeline with glossary enforcement and quality scoring for locale-aware content. A developer uses it to localize UI strings, marketing copy, and help docs without losing tone or protected brand terms.2installs87Dspy AssertionsDocuments the removed dspy.Assert/dspy.Suggest runtime-constraint API for maintaining existing codebases and maps each old pattern to its dspy.Refine or dspy.BestOfN equivalent. A developer uses it to migrate legacy DSPy constraint code to the current API.2installs88Dspy AsyncGuides running DSPy modules with async/await for web frameworks, concurrent LM calls, and high-throughput batch processing. A developer uses it to serve DSPy behind an async API or parallelize calls without blocking the event loop.2installs89Dspy ChatadapterExplains how ChatAdapter formats prompts with field delimiters, parses LM output, and falls back to JSONAdapter on failure. A developer uses it to debug format-parse errors, customize prompt rendering, enable native function calling, or generate fine-tuning data.2installs90Dspy CitationsGuides using dspy.experimental.Citations and Document to produce machine-readable citations that identify which passage supports each claim. A developer uses it for grounded RAG answers and legal or compliance cases needing source traceability.2installs