Skills & Agent Building
5,949 results
- Aidp Engineer OverviewOracle Sample ProjectsRouter + setup/auth troubleshooting for Oracle AI Data Platform (AIDP) data-engineering work. Use when the user mentions AIDP and isn't sure which skill applies, asks "what can you do with AIDP", describes a task by capability, or hits an AIDP auth/workspace/cluster error. Routes to the right aidp-* skill and carries the shared environment + auth-ladder rules.
- Aidp FederateOracle Sample ProjectsFederate across multiple data sources in one AIDP Spark session — read from several connectors (Oracle ADB/ExaCS, Fusion, Snowflake, S3, lakehouse tables, …) and join them in a single notebook. Use when the user wants to combine/join data from more than one source, blend an external system with the lakehouse, or do cross-source analysis.
- Aidp Knowledge BasesOracle Sample ProjectsBuild and manage AIDP Knowledge Bases for RAG — create a KB over catalog data, pick an embedding model + chunking, build an HNSW/IVF vector index, add data sources (volume/table), run ingestion jobs, and manage KB permissions. Use when the user wants RAG, a knowledge base, document/vector search, embeddings, semantic retrieval, or to feed a RAG_TOOL agent-flow node.
- Aidp MigrationOracle Sample ProjectsGuide a migration of notebooks/jobs from another platform (e.g. Databricks) into AIDP. Use when the user wants to port Databricks notebooks/jobs to AIDP, move workloads onto the AIDP lakehouse, or plan a migration. Orchestration-only — it composes the other self-contained aidp-* skills; it adds no new API surface.
- Aidp Migrator BootstrapOracle Sample ProjectsOne-shot environment readiness check for the Oracle AIDP Databricks migrator. Verifies Python deps, OCI auth, AIDP cluster reachability, and your env-coords file. Use the first time the user invokes the migrator on a workstation, or when any other skill fails with an auth / connectivity error.
- Aidp Migrator OverviewOracle Sample ProjectsRouter skill. Read this first whenever the user mentions migrating a Databricks workload (notebooks, jobs, catalogs, schedules) onto Oracle AI Data Platform (AIDP). Lays out the toolkit, the two-pass migration architecture, and which of the other aidp-* skills handles each phase. Compose those skills; this one adds no API surface.
- Aidp Models CatalogOracle Sample ProjectsList the models available/installed in the AIDP DataLake and inspect their parameters, and browse the MLOps model registry. Use when the user asks "what models are available", needs a model name for ai_generate()/agent flows, wants a model's parameters, or wants to list registered models / versions.
- dev:validateRaphael ValdetaroUse when the user wants to validate the plugin, check integrity, verify cross-references, or before a release. Also use when the user says 'validate', 'check plugin', or 'verify'.
- Fusion Drift DoctorOracle Sample ProjectsDiagnose and route Fusion->AIDP schema-drift / gate failures. When a run fails with a drift gate (AIDPF-2072 Fusion PVO drift, AIDPF-4070/4071 source-schema, AIDPF-2012 bronze fingerprint, AIDPF-4040 plan-hash), this read-only skill explains the code, probes the LIVE Fusion PVO, classifies each affected column, and routes the fix: bootstrap --refresh (mechanical re-pin), /medallion-author…
- Geo SkillOracle Sample ProjectsAnswer country-capital questions.
- harness:certifyRaphael ValdetaroUse when the user wants to verify that the evolved agent's score is stable and reliable. Runs evaluation multiple times and reports mean ± std.
- harness:evolveRaphael ValdetaroUse when the user wants to run the optimization loop, improve agent performance, evolve the agent, or iterate on quality. Requires .evolver.json to exist (run harness:setup first).
- harness:setupRaphael ValdetaroUse when the user wants to set up the evolver in their project, optimize an LLM agent, improve agent performance, or mentions evolver for the first time in a project without .evolver.json.
- Infa Migrate MappingOracle Sample ProjectsConvert Informatica mappings (PowerCenter XML or IDMC/IICS JSON) into PySpark notebooks for AIDP via `infa2aidp cli migrate`. Covers --use-llm/--agentic, --comparison fidelity reports, --workers batch mode, and --target-catalog-type delta|adw. This is the main run — use once infa-analyze has been read and the user is ready to actually convert.
- Math SkillOracle Sample ProjectsPerform arithmetic calculations.
- Migration StatusOracle Sample ProjectsParse and summarize the JOB_REPORT.md produced by a prior migration run. Surfaces cell pass/fail/fix counts per task, lists the failing cells, and recommends a next-step skill (fixup-cell, resume, or all-clear). Use after any aidp-migrate-job run, or when the user asks "how did the migration go", "what failed", "did it pass".
- raphaelchristi/harness-evolverRaphael ValdetaroCollectionAutomated harness evolution for AI agents. A Claude Code plugin that iteratively optimizes system prompts, routing, retrieval, and orchestration code using full-trace counterfactual diagnosis. Based on Meta-Harness (Lee et al., 2026).
- Workbook AuthoringOracle Sample ProjectsAuthor regenerated OAC workbook JSON with deterministic template-first generation, runtime semantic validation checks, MCP save-validation, and preview iteration.
- Agentic DevelopmentExploration-labsConversational guidance for building software with AI agents, covering workflows, tool selection, prompt strategies, parallel agent management, and best practices based on real-world high-volume agentic development experience. Use this skill when users ask about setting up agentic workflows, choosing models, optimizing prompts, managing parallel agents, or improving agent output quality.
- elithril/blender-kilnDolphens NicolasCollectionClaude Code plugin that turns a text brief or a photo into a production-ready 3D asset through Blender: rebuilt by script, textured from CC0 scans, graded against the real object, optimized to GLB/FBX/USDZ, rigged and animated by subject. Runs on both Blender MCP servers.
- Job Search StrategistExploration-labsComprehensive job search strategy skill for analyzing job postings, discovering non-obvious insights, conducting conversational skills-matching interviews, identifying skill development needs, and creating creative, personalized application strategies.
- Learning CaptureExploration-labsRecognize and capture reusable patterns, workflows, and domain knowledge from work sessions into new skills. Use when completing tasks that involve novel approaches repeated 2+ times, synthesizing complex domain knowledge across conversations, discovering effective reasoning patterns, or developing workflow optimizations.
- Prompt Optimization AnalyzerExploration-labsActive diagnostic tool for analyzing skill prompts to identify token waste, anti-patterns, trigger issues, and optimization opportunities. Use when reviewing skill prompts, debugging why skills aren't triggering, optimizing token usage, or preparing skills for publication. Provides specific, actionable suggestions with examples.
- Requirements ElicitationExploration-labsSystematic framework for analyzing product documents (PRDs, feature specs, user stories, roadmaps, one-pagers) to identify gaps, generate clarifying questions for PMs and engineers, and assess technical risks. This skill should be used when engineers or technical leads need to bridge PM documents and implementation by eliciting missing technical details rather than making assumptions.