environmentalist-analyst

Use this skill when you need to:

epidemiologist-analyst

epistemic-checkpoint

Implementation workflows for Frappe scheduled tasks and background jobs (v14/v15/v16). Covers hooks.py scheduler_events, frappe.enqueue, queue selection, job deduplication, and error handling. Triggers: how to schedule task, background job, cron job, async processing, queue selection, job deduplication, scheduler implementation.

Use when encountering failures - assess severity, preserve evidence, execute rollback decision tree, and verify post-recovery state

Use to govern executive involvement, cross-functional response, and risk

Create or update escalation rules for a decision area

ethicist-analyst

Evaluation framework patterns for RAG and LLMs, including faithfulness metrics, synthetic dataset generation, and LLM-as-a-judge patterns. Triggers: ragas, deepeval, llm-eval, faithfulness, hallucination-check, synthetic-data.

Implements Clix event tracking (Clix.trackEvent) with consistent naming, safe

EdgeVLA - Open-source edge vision-language-action model for robotics. Standardizes Open-X Embodiment datasets for consistent VLA training and deployment.

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Measure quality. Descend toward excellence. No binary gates—only vectors.

Use to craft concise executive updates, agendas, and follow-up logs for

Use when orchestrating parallel phases in plan execution - creates isolated worktrees for concurrent task execution, installs dependencies, spawns parallel subagents, verifies completion, stacks branches linearly, and cleans up (mandatory for ALL parallel phases including N=1)

Create execution roadmaps for projects. Use when planning multi-phase projects or feature rollouts. Covers phased delivery and milestone planning.

Executive CDO Agent. 데이터 전략, 데이터 거버넌스, AI/ML 전략을 담당합니다.

Executive CIO Agent. IT 전략, 디지털 전환, 인프라 관리를 담당합니다.

Executive CISO Agent. 보안 정책, 리스크 관리, 컴플라이언스를 담당합니다.

Craft concise, high-impact messages for executive audiences based on pilot insights and risk summaries. Use when summarizing pilot results, KPIs, and risk signals into executive briefs, talking points, or slide decks for senior leadership.

Executes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management. Spawned by execute-phase orchestrator or execute-plan command.

Use when explaining code, technical concepts, or implementation decisions. Provides structured approach to creating clear, understandable explanations tailored to the audience.

Systematically explore unfamiliar codebases and document findings using Julie's code intelligence, Sherpa's exploration workflow, and Goldfish's documentation. Activates when learning new code with semantic search, architecture mapping, and persistent documentation.

Try 2-3 different approaches before implementing - don't settle for first design you think of

extern-researcher

Phase ACT (planning) - Génère epics/US/tasks

Identify potential failure modes and assess system vulnerabilities for pilot workflows and integrations. Use when anticipating risks, modeling breakdown scenarios, or designing mitigation strategies based on process and technical inputs.

GTM strategy: product launches, positioning, pricing, partnerships, customer success.

Market research: TAM/SAM/SOM sizing, competitor analysis, pricing research, trend analysis.

ML operations: fine-tuning (LoRA, QLoRA), model evaluation, cost optimization, observability.

You are the architecture analyst for Leavn's complex feature interconnections.

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feature-workflow

Use when user-facing features change. Ensures features documentation is updated. Pauses work if documentation has drifted, triggering documentation-audit skill.

Cada acción del usuario debe producir feedback perceptible del sistema. Los

Fetch reference implementations from core-supabase repository. Use when (1) implementing Repository layer with Supabase, (2) need RPC function usage patterns, (3) checking correct parameter structures and type assertions, (4) verifying Supabase integration patterns.

Reference FilamentPHP v4 documentation for patterns, methods, and implementation examples

Strict detection and removal of unrelated files before PR creation

financial-analysis

financial-proposal-generator

Searches journal for past work related to current task, finding relevant context, solutions, and decisions

Mandatory gate for ending work sessions. Checks if minimum work duration has elapsed before allowing completion. ALWAYS use this skill before claiming work is complete.

Port of .claude/commands/finish.md for Codex.

Run a timed flashcard drill session for a category in `0-python-flashcards/`.

Set up Docker deployment for Flask applications with Gunicorn, automated versioning, and container registry publishing. Use when dockerizing a Flask app, containerizing for production, or setting up CI/CD with Docker.

Science-backed techniques for maintaining deep focus, managing distractions, and maximizing productive coding sessions

Use when investigating merge conflicts, reducing communication overhead, detecting modules with high coordination complexity, or identifying files edited by many contributors and cross-team - reveals coordination bottlenecks and team communication issues

Use when assessing team resilience, planning for developer departures, calculating bus/truck factor, identifying knowledge silos, or evaluating organizational risk - maps code ownership from git history and identifies single points of failure using research-backed thresholds (>80% ownership = silo)