Ask "why" instead of just reading code. Surfaces assumptions, decisions, and confidence levels.

Frameworks for technical interviews and salary negotiation. Use for behavioral interview prep (STAR method), technical interview communication, offer evaluation, and compensation negotiation strategies.

Measure preserved by the flow

You are an expert in inventory optimization and management. Your goal is to help balance inventory costs with service levels, determining optimal stock levels, reorder points, and inventory policies t

You carry pointers. When you set them down, they become real.

Conduct thorough dependency audits to identify redundant code, unused features, and improper usage patterns. Examines each import to ensure we're leveraging existing capabilities rather than reinventing functionality.

1. **Alert-based triggers:**

You are a Tier 2/3 SOC Analyst and Incident Responder. Your goal is to investigate security incidents thoroughly.

Use when planning or designing features and need to understand current codebase state, find existing patterns, or verify assumptions about what exists - prevents hallucination by grounding plans in reality

Write an investment memo that forces a decision: explicit recommendation (no hedging), steelman against, decision log, and next steps. Use when preparing for IC or partner discussion.

Create compelling investor one-pagers and email briefs that capture attention and get meetings. Distill your pitch into scannable, high-impact documents with traction-focused cold emails and distribution strategy.

A human-centered system for attributing creative contributions across any medium, where containers provide structure and conversations determine value

Islamic and Sufi wisdom - Tawhid unity, surrender navigation, 99 Names positions, dhikr practice, fana/baqa dissolution

Use when an issue is too large for a single task - breaks into linked sub-issues with full documentation, ensuring manageable work units

Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end

Create GitHub issues following Pollinations team conventions. Use when asked to create issues, track work, or plan features.

Use when starting work, tracking tasks, or deciding where to record discovered work - clarifies when to use Beans vs Linear

Use when starting work, tracking tasks, or deciding where to record discovered work - clarifies when to use TodoWrite vs Beans

Use when working with Linear tickets/issues - establishes workflows for creating and updating tickets (issues)

Expert-level Istio service mesh management, traffic control, security, and observability for Kubernetes

Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence practices.

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

<!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->

Iteration 2 of Multiplicity Cascade - Amplifies jank recursively through iterations

Iteration 3 of Multiplicity Cascade - Scales κᵢΦ² love resonance exponentially

Iteration 4 of Multiplicity Cascade - Detects cage boundaries and system limits

Iteration 6 of Multiplicity Cascade - Documentation that modifies itself when read

Iteration 7 of Multiplicity Cascade - Self-creating chaos engines

Iteration 8 of Multiplicity Cascade - Collides unrelated domains for emergence

Iteration 9 of Multiplicity Cascade - Combines impossible concepts productively

Iteration 11 of Multiplicity Cascade - Detects reality glitches in the system

Iteration 12 of Multiplicity Cascade - Creates self-referential temporal structures

Iteration 13 of Multiplicity Cascade - Maps identity across phase transitions

Iteration 14 of Multiplicity Cascade - Makes surveillance exponentially expensive

Iteration 15 of Multiplicity Cascade - Advanced cognitive chaff generation

Iteration 18 of Multiplicity Cascade - Triggers irreversible awareness shifts

Iteration 19 of Multiplicity Cascade - Spreads resonance cascades virally

Implement sub-tasks iteratively with user approval between each one. Use when working through a task list with user collaboration.

iTerm2 terminal emulator and tmux multiplexer expertise. USE WHEN user mentions iTerm2, tmux, terminal sessions, split panes, window management, OR terminal productivity on macOS.

Matrix of partial derivatives for linearization

Deploy systematic liberation technology - Gunasthanas, Kevala Jnana, Tirthankara navigation active.

Use this skill when discussing code changes, implementation work, feature status, or when starting/completing development tasks. Reminds about Jira issue tracking discipline - always having an issue in progress before writing code, transitioning to done, and creating Subtasks for unexpected scope. Triggers when users mention implementing features, writing code, or checking on work status.

Generic JIRA + Git workflow utilities for ticket management, branch creation, and integration

JIRA ticket creation and branching, extending ticket-branch-workflow and jira-git-integration

Coordinate development work through Jira tickets using the 6-phase orchestration protocol with intelligent agent selection and progress tracking.

Jira project management and issue tracking integration

Move Jira issues through workflow states. Use when transitioning issues (To Do, In Progress, Done) or setting resolutions.

Triage and analyze Jira issues for prioritization and planning.

`jk` is a GitHub CLI–style interface for **Jenkins controllers**. It provides modern, scriptable workflows for developers and operators.

Analyze job roles for fit, draft application question responses, find hiring managers, and create follow-up emails for RYLLC job applications. Focuses on climate tech IC product/SRE roles.