ai-feature-kill-criteria

Daily-workflow skills for PMs: model routing, self-QA, prompt optimization, MCP context audit, project memory.

5 skills · 3 agents

Agent-orchestration graph designer: qualifies loop versus graph, then produces bounded node, typed-edge, handoff, join, shared-state, recovery, budget, permission, verification, and human-approval contracts with synchronized visual, machine-readable, and runnable artifacts.

1 skill

Recurring-workflow design with discovery, deduplication, verification, durable-state rules and scheduled prompt templates; enforcement belongs to the host runtime.

1 skill

Scoped MCP 2026-07-28 migration review with cited rules, deployed-version context and explicit unknowns.

1 skill

Asks the 26 questions needed to build a model grader and nothing else: what the grader itself is, output shape, the eight integrity questions whose absence lets a model fake success, and the verdict rules. Tracks four gates per rule, exits on a buildability dry-run, and blocks freeze without a recorded trail.

1 skill

Voice-preserving product-writing editor: removes recognisable AI-writing patterns, protects facts and product judgment, and returns a clean draft with named edits.

1 skill

Query Trackio projects, runs, and metrics using the `trackio` CLI. Use when the user needs to list projects/runs/metrics, get summaries, or retrieve metric values from local Trackio databases. Supports both human-readable and JSON output formats. Covers project discovery, run inspection, metric querying, and system metrics. Designed for LLM agents and automation scripts.

1 skill

Use Amplitude as an expert analyst — instrument Amplitude, discover product opportunities, analyze charts, create dashboards, manage experiments, and understand users and accounts.

36 skills · 1 MCP server

ML model training pipelines, hyperparameter tuning, model deployment automation, experiment tracking, and MLOps workflows

2 skills · 1 command · 3 agents

Plan, build, and debug Zoom integrations across REST APIs, Meeting SDK, Video SDK, webhooks, bots, and MCP workflows. Search meetings, retrieve recordings, access transcripts, and design AI-powered Zoom experiences.

44 skills · 3 MCP servers

14 bundled product skills with 19 Python tools: product-skills fork-orchestrator with continuous-discovery loop (deterministic 16-lane router, Torres cadence tracker, OST linter, /cs-product + /cs-grill-product + /cs-product-loop), product manager toolkit (RICE, PRDs), product strategist, UX researcher, UI design system, competitive teardown, landing page generator, SaaS scaffolder, product analytics, experiment designer, product discovery, roadmap communicator, spec-to-repo, design-qa (UI finish gate: inert controls, missing states, rendered WCAG 2.2 checks). Companion standalone plugins: agile-product-owner, code-to-prd, apple-hig-expert, research-summarizer, design-qa.

14 skills · 3 commands · 1 agent · hooks

Product discovery skills for PMs: ideation, experiments, assumption testing, feature prioritization, and customer interview synthesis.

13 skills · 5 commands