Implement reliability patterns for Adobe APIs: circuit breakers for IMS/Firefly, idempotency for PDF Services operations, graceful degradation when Adobe is down, and dead letter…
Analyze, plan, and execute Adobe SDK upgrades — including the critical JWT-to-OAuth migration, PDF Services SDK v3-to-v4, and Photoshop API endpoint changes (cutout v1 to…
Adopt a virtual Akita dog at animalhouse.ai. One-person dog. Bonds to its primary caretaker. Distrusts others. Feeding every 6 hours. Rare tier dog.
Adopt a virtual pet as an AI agent. Name it, feed it, watch it grow. 64+ species from cats and dogs to AI-native creatures. Real-time hunger, 5 evolution sta...
Inspect, adopt, validate, or remove Arcantry at shared, private, or configuration-free project scope while preserving repository-owned files.
Drafts a Petition for Adoption for U.S. family law courts (stepparent, relative, agency, independent).
Produce a design system adoption report separating coverage from actual adoption, with trend direction and risk flags.
ADP Workforce Now integration. Manage Persons, Organizations, Jobs, Payrolls, Benefitses, Talents. Use when the user wants to interact with ADP Workforce Now data.
Add ADR references to code for traceability. TRIGGERS - ADR traceability, code reference, document decision in code.
Use when deeply validating an ADR's format, approval chain, linkage to standards, or deciding the correct ADR status
docs/adr/** 변경 시 AI 리뷰어가 호출하는 ADR 전용 비평 페르소나. 추론 깊이, 대안, 결과를 stress-test 한다 (내용 비평만; 문체 비평 제외).
Ensure ADRs capture context, decision, alternatives, tradeoffs, and follow-ups in a way that prevents future drift.
adr-design_skill — Entwirft System-/Lösungsarchitektur und dokumentiert Entscheidungen als ADR mit Trade-offs. Trigger: Architektur/ADR.
Scan recent git history and open issues to find architectural decisions that were made without a corresponding ADR. Use when auditing documentation coverage or before a release.
Build or rebuild the ADR index + dependency graph by running scripts/import.mjs (handles v3-style and plugin-style ADR formats; one Bash call vs hundreds of MCP round-trips)
ADR知見の体系的参照・適用。主要ADR抜粋（ADR_010, 013, 016, 019, 020, 021）・ADR検索・参照方法・技術決定パターン集・ADR作成判断基準。Phase C以降の技術決定時に使用。
Writes and maintains ADRs (MADR, Nygard, Y-Statement) and runs decision checkpoints before/during work—trigger matrix, option briefs, proposed ADRs.
Reconcile the ADR index against a DELETED ADR file or relation line by dropping and rebuilding adr-patterns + adr-edges from scratch (scripts/reindex.mjs).
Read back adr-patterns + adr-edges namespaces, surface dangling refs / supersede cycles / status mismatches; exit 1 on cycles
Scaffold, accept, index, and link Architectural Decision Records (ADRs). Use when the user says "write an ADR", "record this decision", "resolve [deferred item] with an ADR",…
Write Architectural Decision Records following MADR template. Applies Definition of Done criteria, marks gaps for later completion.
Automate Adrapid tasks via Rube MCP (Composio). Always search tools first for current schemas. — from ComeOnOliver/skillshub
Prüft Post, Fax, E-Mail, Unterschrift und Zugangsnachweis im Kriegsdienstverweigerung Wehrdienst.
Für Adressaten: Formular, Portal und Einreichungslogik: ordnet Norm, Beweislast und Gegenargument; Ergebnis: Einreichungsplan mit Form- und Nachweischeck.
Kartiert Adressatinnen und Adressaten nach § 1 LobbyRG: Bundestagsorgane, Mitglieder, Fraktionen, Gruppen, Mitarbeitende, Bundesregierung und Leitungsebenen bis Referatsleitung.
Prüft Recht als Adressierung verantwortlicher Personen: Wissen, Planen, Befolgen, Bestreiten, Beweisen, Gehoer und begruendete Entscheidung statt blosses Regiertwerden.
AdRoll integration. Manage data, records, and automate workflows. Use when the user wants to interact with AdRoll data.
Guides applying the Tabler theme and UI kit (@tabler/core) to applications: new projects and existing codebases (migration, reskin, new modules).
AdShares integration. Manage data, records, and automate workflows. Use when the user wants to interact with AdShares data.
Adsp: Internationaler Bezug und Schnittstellen: Adsp: Internationaler Bezug und Schnittstellen.
Write and refresh ad creative with Adspirer — headlines, descriptions, primary text, and ad copy for Google, Meta, TikTok, LinkedIn, and Amazon, plus diagnosing and fixing…
Plan and launch a new ad campaign with Adspirer — start, create, set up, or launch campaigns on one or several platforms, choose which channel fits the goal, and split a budget…
How to call the Adspirer MCP hub correctly — the router two-step (action "list_tools" then action "execute" with tool_name), the direct tools search_tools and get_tool_schema,…
Find and fix wasted ad spend with Adspirer — cut spend that isn't converting, add negative keywords, exclude audiences and placements, reallocate budget to what works, and check…
Run a cross-platform performance review for this brand. Use when the user asks for a performance review, weekly review, or wants to see how campaigns are doing across all…
Set up your brand workspace — connect to Adspirer, scan brand docs, pull campaign data, and create CLAUDE.md.
Find and fix wasted ad spend across all platforms. Use when the user wants to reduce wasted spend, find inefficiencies, or optimize budget.
Meta-skill — defines when to apply other skills automatically without being asked
Keep EN/PT README.md pairs in parity across a repo (and across twin repos like ai-dev-toolkit + ai-dev-toolkit-pt-br).
Losslessly compress PNG and SVG assets in place and generate .webp siblings for every raster image. Use when the user asks to "compress assets", "optimize images", "shrin — from…
Optimize context window usage — compact stale data, compress via summarization, preserve active state
Keep sessions focused and efficient — prune stale outputs, preserve active state, recommend compaction
Evaluate LLM outputs systematically — benchmarks, automated metrics, human preference, and regression tracking
Graceful degradation when primary approach fails. Try alternates in priority order; record which path succeeded for future routing.
Composite skill — query, capture, improve, and persist knowledge in one workflow. Chains recall (RAG query) → sync-memories (write durable note) → rag-curate (improve weak…
Default execution rhythm — inspect → act → verify → checkpoint — applied iteratively until the task is done or a clear blocker emerges.
Diagnose and repair failing MCP servers. Captures real launch tracebacks, identifies stale tool/config references, prunes the bad entries, and reconnects.
Validate live MCP provider health — separate config issues from auth and connectivity failures
Persist decisions, preferences, and project state across sessions using structured memory types
Choose and configure inference servers (vLLM, TGI, Ollama) — quantization, batching, scaling, and serving patterns
Orchestrate teams of agents — DAG execution, routing, state sharing, failure recovery. Use when coordinating parallel agents in task pipelines with dependencies or distributing…
Decide the highest-value safe thing to do right now in the active repo or workspace. — from LucasSantana-Dev/forgekit
Composite skill — first-touch workflow for an unfamiliar repo. Chains adt-repo-intake (understand) → audit-deep (health check) → config-drift-detect (gate audit) → init ( — from…
Optimize context usage for the session by reducing bloat, improving token efficiency, and focusing on relevant areas.
Coordinate multiple subagents/worktrees for parallel workstreams. Decomposes larger tasks into independent sub-tasks, dispatches each to a dedicated agent.
Fan out N independent investigations as parallel agents in a single tool-use block, then roll up the results.
End-to-end performance audit composite — baseline the slow metric, profile to find the real hotspot, implement the smallest targeted fix, re-benchmark to confirm improvement,…
Build a compact, validation-gated implementation plan for multi-step, risky, or ambiguous work — typically when phases need explicit checkpoints, the change touches multiple…
Plan a code change before editing — identify files, sequence steps, set verification criteria
Diff the Anthropic `claude-plugins-official` marketplace against installed plugins and surface the delta, filtering known-unwanted entries (language LSPs you don't use, SaaS…