pol-probe-advisor

Evaluate acquisition channels using unit economics, customer quality, and scalability.

1 skill

Design multi-agent AI workflows with clear boundaries, handoffs, and monitoring.

1 skill

Assess whether your product work is AI-first or AI-shaped across 5 competencies.

1 skill

Understand the PM-to-Director transition through altitude and horizon thinking.

1 skill

Map evidence-backed growth options across the Ansoff Matrix with risk-rated sequencing.

1 skill

Protocol for AI research that proceeds without you: evidence labels, search-plan gate, diffable output.

1 skill

AI-powered codebase understanding — analyze, visualize, and explain any project

9 skills · 10 agents · hooks

Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications

5 skills · hooks

Rewrite AI-sounding text so it reads like the writer without changing what it says.

1 skill

AI memory system — mine projects and conversations into a searchable palace. 47 MCP tools, auto-save hooks, guided setup.

3 skills · 6 commands · 1 MCP server · hooks

Perform AI code review on Git diffs — supports workspace changes, branch ranges, and single commits with concurrent per-file analysis, codebase search, and deep context-aware review.

2 commands

Eval-gated LLM fine-tuning lifecycle (LoRA/QLoRA, DPO, GRPO/RLVR, vision SFT, quantized export). Use when fine-tuning an open-weights model end-to-end: building the eval harness first, selecting method and model, preparing data, training with Unsloth or TRL, gating checkpoints, and exporting GGUF/FP8.

10 skills · 2 commands · 3 agents