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SkillsMP hat 38 Skills aus cardinalconseils/make-automation-specialist gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
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Designs AI agent architecture for Make.com scenarios. Determines model selection, tool inventory, memory strategy, looping pattern, and output contract. Called by scenario-orchestrator during System Design phase when ai_required is true, or directly by…
Quellsprache: Englisch
Pre-push blueprint JSON review for Make.com scenarios. Checks structural integrity, connection IDs, mapper references, filter logic, and error handler coverage before any scenario_update call.
Quellsprache: Englisch
Fetches exact Make.com module documentation before any blueprint is designed. Returns precise field names, required vs optional parameters, data types, and enumerated values. Eliminates improvisation and ensures first-shot accuracy.
Quellsprache: Englisch
Decides whether an automation should be built as a deterministic Make.com scenario, as an AI Agent, or as a hybrid (scenario shell with an AI Agent at the one indeterministic step). Produces a Routing Verdict recorded in the plan. Called before any blueprint…
Quellsprache: Englisch
Taxonomy-first failure diagnosis for Make.com. Loads the failure taxonomy, classifies errors by pattern code, states expected vs actual, and prescribes the exact fix. Always consult this before guessing.
Quellsprache: Englisch
Live retrieval of Make.com product documentation from help.make.com, with a local cache. Answers conceptual questions — routers, iterators, error-handler directives, operations and billing, AI Agent semantics, plan limits — that the MCP module docs do not…
Quellsprache: Englisch
Automation portfolio discovery interview. Guides the user to articulate every automation they need before any design begins. Produces a prioritized portfolio list. Called by scenario-orchestrator during the Kickstart phase.
Quellsprache: Englisch
Writes the kickstart plan document from the collected portfolio. Called by kickstart-planner agent at end of Phase 2. Produces the plan file that the user reviews and approves before any artifacts are generated.
Quellsprache: Englisch
Constructs a structured AutomationPlan from a business requirement. Maps requirements to Make.com modules, designs error handling, and runs the guardrail checklist. Called by automation-planner and automation-specialist agents.
Quellsprache: Englisch
Library of proven Make.com AI agent patterns. Returns the matching pattern blueprint — Mermaid diagram, module sequence, and wiring notes — based on the task type identified by ai-agent-designer. Called during System Design phase before plan-builder.
Quellsprache: Englisch
Fetches exact Make.com AI module specifications before any AI agent blueprint is built. Extends docs-researcher specifically for LLM/AI modules (Anthropic, OpenAI, Google AI, Hugging Face, Make.com AI Agent). Returns precise field names, model enums, token…
Quellsprache: Englisch
Sends Telegram alerts via Telnyx MCP when automations fail. Called by post-execute and on-error hooks. Handles rate limiting, fallback logging, and message formatting.
Quellsprache: Englisch
Diverge-then-converge for Make.com automation planning. Fires when the user has a business problem but no clear automation direction. Takes messy impulses like 'I'm wasting time on X' or 'I need to be more efficient' and produces ONE pointed direction…
Quellsprache: Englisch
Surface-level compliance risk assessment for Make.com scenarios. Checks GDPR, Quebec Law 25, PCI-DSS, and HIPAA. NOT legal advice — flags risks for human review.
Quellsprache: Englisch
Sets up and validates Make.com connections. Three modes — manage (check existing), setup-guide (step-by-step OAuth/API key instructions), credential-request (team-shared connections). Called during bootstrap gap analysis and pre-sprint checks.
Quellsprache: Englisch
Core identity, behavioral rules, and action classification for the Make.com Automation Specialist. Defines the deterministic/non-deterministic framework, system design protocol, approval gates, plain-language communication, cost awareness, compliance surface,…
Quellsprache: Englisch
Estimates Make.com operation counts and monthly costs for automation plans. Tracks actual usage against plan limits and warns when approaching thresholds.
Quellsprache: Englisch
Five adversarial voices that challenge an automation blueprint before significant resources are committed. Reads the discovery-to-blueprint output (process map + pre-mortem), each voice gives one honest paragraph, top concerns are extracted, user responds to…
Quellsprache: Englisch
Builds Make.com data structures (JSON schemas) and data stores. Called during bootstrap gap analysis when automations require persistent storage, and on-demand during sprint. All writes are gated Level 1.
Quellsprache: Englisch
Generates Mermaid flowcharts from parsed scenario data (scenario-reader output). Called by scenario-reporter and automation-planner. Saves diagrams to .make/diagrams/.
Quellsprache: Englisch
Conversational automation discovery that runs BEFORE any scenario design. Walks through a business process one question at a time, builds a structured automation blueprint: process map, data shapes, tech fit, Gary Klein pre-mortem risk gate, and next-step…
Quellsprache: Englisch
Error handling patterns, directives, and audit checklists for Make.com scenarios
Quellsprache: Englisch
Writes timestamped execution logs and changelog entries after every automation action. Called by post-execute hook. Append-only — never overwrites the audit trail.
Quellsprache: Englisch
Cross-cutting Make.com failure patterns — schema drift, eventual consistency, webhook replay, timezone drift, missing pagination, fire-and-forget async, and incomplete execution queue leaks. Load when designing scenarios to prevent these patterns proactively.
Quellsprache: Englisch
Make.com built-in functions, expression syntax, and module field expression patterns
Quellsprache: Englisch
Complete reference for all Make.com tools available via MCP and CLI. Classifies every operation as deterministic (read-only, safe) or non-deterministic (write, side effects, requires approval). Defines tool selection rules and system design protocol.
Quellsprache: Englisch
Scaffolds new MCP servers for APIs without native Make.com modules, and manages existing MCP connections in Claude Code. Two modes — scaffold (generate server code) and manage (check/configure existing MCPs). No Make.com MCP calls — file writes and Bash only.
Quellsprache: Englisch
Persistent project memory for Make.com automation projects. Reads and writes facts, decisions, gotchas, and session snapshots to .make/memory/. Called by on-project-open (read) and on-session-end (write).
Quellsprache: Englisch
Runs on first project open when .make/workspace.json does not exist. Detects available MCPs, connects to Make.com, lists all scenarios, and writes workspace.json. Shows setup instructions if Make MCP is missing.
Quellsprache: Englisch
Parses Make.com scenario blueprints into structured, analyzable form. Detects issues (missing error handlers, hardcoded credentials, inefficient triggers) and flags data sensitivity for compliance scanning.
Quellsprache: Englisch
Sequential scenario build executor. Iterates through an approved automation portfolio, builds each scenario in Make.com one at a time with narration and per-scenario confirmation, writes logs, and produces a factory report. Called by scenario-orchestrator…
Quellsprache: Englisch
Telnyx platform expertise — SMS, voice, SIP, AI assistants, WebRTC, phone number management
Quellsprache: Englisch
Fetches the current live blueprint from Make API and saves it as the authoritative local file before any editing begins. Entry point for the local-edit workflow.
Quellsprache: Englisch
Executes the full validated push cycle for a local blueprint: review → plan check → API push → validate isinvalid:false → log. The only sanctioned path for writing blueprint changes to Make.
Quellsprache: Englisch
Add new failure patterns to the Make Failure Taxonomy. Ensures correct categorization, consistent format, and changelog entry. Use after diagnosing a failure not currently in the taxonomy.
Quellsprache: Englisch
Behavioral constraints for Make.com autonomous agents — what may and may not be done without explicit human confirmation during /factory and /make sessions
Quellsprache: Englisch
Catalog of Make.com automation anti-patterns — detect and reject before building or approving. Covers triggers, data flow, error handling, and scenario structure.
Quellsprache: Englisch
Reverse-engineers existing Make.com scenarios into project context artifacts. Called by /kickstart when user selects "existing project" mode.
Quellsprache: Englisch