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Marketing Ideas for SaaS
Content
A collection of 139 proven marketing strategies organized by category for SaaS and software products. Helps users select the most relevant tactics based on their product stage, audience, and available resources. Includes implementation guidance and quick-reference tables for different use cases.
Confidence-based Model Tier Escalation
Development
Defines when to escalate agent tasks from Haiku to Sonnet to Opus based on confidence signals like test failures, clippy warnings, or repeated rejections. Enforces a never-skip-tiers rule and includes a diagnostic step to distinguish model capability issues from other problems. Use this skill when an agent fails or underperforms to systematically determine the correct tier.
Orchestrate ML Pipeline
Data & AI
Orchestrate end-to-end ML pipelines using Prefect or Airflow with DAGs, task dependencies, retry logic, scheduling, monitoring, and integration with MLflow and DVC.
Simple PR Creation
DevOps
Create a PR automatically from staged changes with auto-generated commit message. Verifies workspace state, updates main, and creates a descriptive branch name.
Teach a skill
Content
Guide the user through learning a new skill or concept using a structured workspace approach with missions, references, and lessons.
Documentation
Documentation
Write or update documentation: specs, README, API docs, architecture decisions.
Reasoning Personas - Thinking Modes
Data & AI
Activate different high-agency thinking modes for varied problem-solving approaches. Switch between analytical, creative, strategic, and critical reasoning styles.
Implementation Planning (Phase 4)
Development
Generates a detailed implementation plan in docs/specs/ based on the chosen architecture by reading workflow state and creating tracking tasks. Used during the planning phase (Phase 4) before coding.
WHOOP - Recovery & Strain Monitor
Education & Training
WHOOP morning check-in covering recovery, sleep quality, and strain metrics with personalized suggestions. Optimize your daily readiness and training load.
PMOVES Model Registry
Data & AI
Query, discover, and enrich the AI model catalog. Manages LLM, embedding, TTS, vision model metadata, HuggingFace enrichment, and GPU deployments.
1C Form Compilation from JSON DSL
Development
Compiles a 1C managed form from a compact JSON DSL definition. Generates a complete Form.xml (100-500+ lines) from a concise JSON specification (20-50 lines). Use when creating a new form from scratch; automatically handles namespace declarations, companion elements, and sequential IDs.
Penetration Test Reporter
Security
Document and report security findings from penetration tests with severity ratings and remediation guides.