Search skills.
3,299 search skills, including hyperframes-registry, azure-ai and lark-im, are listed on Ahel today. Each one has a page of its own that says what it does and whether Ahel can serve it in Claude, Claude Code, ChatGPT, Codex and Cursor.
Category: Search
3,299 results · page 106 of 110
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laravel-scoutSkillSearch
Implement full-text search with Laravel Scout. Use when adding search to Eloquent models with Meilisearch, Algolia, or database driver.
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laravel-vector-searchSkillSearch
Use when implementing semantic/vector search in Laravel 13 with PostgreSQL + pgvector.
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obsidian-agent-layerSkillSearch
Obsidian integration layer: note CRUD with structured frontmatter, full-text semantic search + tags, cards compliant with templates (manga, anime, studio, seiyu), vault routing, HOT_CACHE sync. Triggers: create/read/patch a note, write to the vault, structured Obsidian card.
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openai-whisperSkillSearch
Use when transcribing local audio or video on Apple Silicon without an API key, especially when MLX Whisper should be the default general-purpose local speech-to-text path.
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react-tanstack-routerSkillSearch
Use when implementing routing in a React app (NOT Next.js) with TanStack Router — file-based routes, loaders, search params.
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redbook-skillsSkillSearch
Publishes image/video content to Xiaohongshu (XHS), with login checking, QR-code login assistance, note search, fetching details, commenting/replying, reading content analytics, and multi-account/multi-port operation. Uses a Python/CDP control plane.
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seo-geoSkillSearch
Use when optimizing for AI search engines (GEO) — AI Overviews, ChatGPT, Perplexity, Claude, Gemini, Copilot readiness.
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shadcn-registriesSkillSearch
Use when configuring shadcn/ui registries (namespaced, GitHub, dynamic), components.json, presets, or any shadcn CLI command (init, add, apply, preset, view, search, docs, info, migrate, eject, build, registry).
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swmm-calibrationSkillSearch
Calibration and validation scaffold for EPA SWMM. Use when an agent needs to (1) compare simulated vs observed flow, (2) evaluate candidate parameter sets, (3) rank explicit candidates by an objective, (4) run a bounded random / LHS / adaptive search for the best-fitting parameters, (5) run a public
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agol-searchSkillSearch
Search ArcGIS Online items and return clean, filtered results with safe defaults
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audit-consumersSkillSearch
Audit every github.com/atlanhq/ consumer of application_sdk against a user-supplied check specification. Discovers consumer repos via `gh search code`, applies one or more named checks per repo (grep patterns anchored to SDK symbol usage), and produces a markdown report — including a coverage table
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datarobot-discoverSkillSearch
Use when the user wants to find DataRobot capabilities — skills, MCP servers, agents, or platform resources — for a task. Fetches the live DataRobot catalog directly so results are always current, regardless of third-party search index lag. Also checks the user's own DataRobot instance if DATAROBOT_
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pensieveSkillSearch
Ranked full-text search and browse over the shared memory store. Use to recall past decisions, patterns, or project context.
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recherche-jurisprudenceSkillSearch
Search and cite French and European case law with the LibreJustice MCP tools. Use whenever the user asks about court decisions (Cour de cassation, Conseil d'État, cours d'appel, TJ/TA, CNDA, Conseil constitutionnel, CNIL, CEDH, CJUE), needs authorities for a brief, requête, référé or consultation, w
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resume-materials-workshopSkillSearch
Turns job seekers' raw materials of any kind (chat logs, PDFs, DOCX, resume text, course assignment briefs, etc.) into search-friendly knowledge-base Markdown documents (one topic per file, starting with `> 材料主题：类别`), while also producing a personal profile and structured facts (with source tracing
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scholar-megasearchSkillSearch
Massive multi-source academic literature search via subagent orchestration. Fans out parallel searchers across every available scholarly source — arXiv, Semantic Scholar, Crossref, OpenAlex, PubMed/PMC, bioRxiv/medRxiv, DOAJ, CORE, BASE, DBLP, IACR, SSRN, Zenodo, Unpaywall, plus web/GitHub — then de
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search-specialistSkillSearch
Use when a task needs fast, high-signal searching of the codebase or external sources before deeper analysis begins.
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agami-modelSkillSearch
The single dashboard for the active profile's semantic model — browse, curate, AND sign off the trust layer in one surface. Browse every subject area, table, field, metric, entity, and join with live search; edit descriptions/metrics/entities/joins; exclude tables/columns you don't want queried; add
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meeting-notesSkillSearch
Use when turning a meeting, call, or transcript into notes. Covers extracting decisions and actions rather than transcribing discussion, and producing something that is useful a month later.
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memory-patternsSkillSearch
SQLite and memory system patterns specific to the @reactive-agents/memory package. Use when working on the memory layer, database operations, FTS5 search, Zettelkasten, or sqlite-vec KNN.
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mongodb-atlas-cliSkillSearch
Comprehensive MongoDB Atlas + mongosh skill for performance auditing, all index types (b-tree/text/2dsphere/hashed/TTL/partial/wildcard/Atlas-Search/Vector-Search), Performance Advisor analysis, query explain, schema advice, backup status, alerts, week-over-week diffs, and additive index creation. R
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notebrain-assistantSkillSearch
Search and explore an Obsidian vault through the NoteBrain CLI (semantic search, tags, backlinks, connections, hidden links, boosted retrieval). Use it whenever the user mentions their notes, knowledge base, Obsidian vault, semantic search, finding connections or unlinked notes, or asks exploratory
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ragSkillSearch
Use when building retrieval-augmented generation. Covers chunking, embedding and hybrid search, reranking, grounding and citation, and diagnosing whether a bad answer is a retrieval failure or a generation failure.
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recipe-research-agentSkillSearch
Full recipe for a web research agent with memory, semantic search, hallucination verification, and source-cited synthesis.
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turbopufferSkillSearch
Guide for building search on turbopuffer, the object-storage-native vector and full-text search engine. Use this skill whenever the user is writing or modifying code that talks to turbopuffer -- anything importing `github.com/turbopuffer/turbopuffer-go`, calling `*.turbopuffer.com` endpoints, or men
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ui-reviewSkillSearch
Use when critiquing an interface design. Covers hierarchy, affordance, consistency, states, and delivering feedback that changes the design rather than describing taste.
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yolo-tuningSkillSearch
Use when improving or comparing Ultralytics YOLO models in Platform or code, or running hyperparameter search/autotraining — Platform experiment comparison, the systematic improvement playbook, model.tune() genetic evolution, Ray Tune, search spaces, and deciding whether tuning is worthwhile. For on
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building-rag-systemsSkillSearch
Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval. Use when implementing document ingestion pipelines, vector search with Qdrant, or context-aware retrieval. Covers chunking strategies, change detection, payload indexing, and context expansion. NOT whe
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darkweb-collectionSkillSearch
Dark web intelligence collection methodology — vendor-first access posture, sourced reference lists for 35+ underground forums and 30+ Telegram channels, OPSEC primer, passive-monitoring strategy, and bundled Python CLIs for onion-indexer search, Telegram channel monitoring, and local keyword matchi
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domain-investigationSkillSearch
Use when a user asks to investigate, check, or characterize a domain or hostname. Chains VirusTotal, URLScan (search existing scans), Shodan (DNS resolve + host), OTX, ransomware.live (victim-status sweep), and optionally Censys. Returns reputation, resolution, hosting fingerprint, ransomware-claim
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