Abhillashjadhav/AI-PM-essential-skills

Installable Claude Code plugins for AI product evaluation, model routing, guarded loops, and MCP migration decisions.

This repository also configures its own agents. See what AI-PM-essential-skills tells them →

9Stars on the repository
36Mods indexed here, across every type
17d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 1 skill · 144 tokens together

Qualifies whether an AI workflow needs a graph, then designs a bounded graph of specialist loops or agents with typed node, edge, state, handoff, join, verification, budget, permission, recovery, and human-approval contracts. Produces a Mermaid view, machine-readable contract, and vendor-neutral orchestration skeleton.

not rated 9 17d ago A tokens not measured original MIT

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 1 skill · 72 tokens together

Pre-build decision skill for AI product teams: converts an AI feature idea into falsifiable assumptions, explicit kill thresholds, an evidence plan, and a decision date before development starts.

not rated 9 17d ago A tokens not measured original MIT

loop-designer

03

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 1 skill · 226 tokens together

Designs recurring workflows with explicit discovery, deduplication, verification, work limits, durable-state rules and notifications. Produces scheduled prompt templates; runtime locking, budget enforcement and deployment remain host responsibilities.

not rated 9 changed 1mo ago A tokens not measured original MIT

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 1 skill · 220 tokens together

Reviews MCP configs against selected source-cited migration rules for protocol 2026-07-28. Reports observed incompatibilities, scoped clearances and unconfirmed capabilities; does not certify full protocol conformance.

not rated 9 changed 1mo ago A tokens not measured original MIT

pm-human-writer

05

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 1 skill · 112 tokens together

Voice-preserving editor for product writing. Removes recognisable AI-writing patterns, protects concrete facts and product judgment, and returns a clean draft plus named edits without turning the writer into generic polished prose.

not rated 9 17d ago A tokens not measured original MIT

pm-tactical

06

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 5 skills, 3 agents · 899 tokens together

Five skills with manual acceptance examples that make a PM's daily Claude workflow cheaper, faster, and self-checking — now proactive by default: model-complexity-router (silently scores every task handoff, not just direct questions), builder-validator (frozen-spec self-QA, checklist frozen silently, never invents…

not rated 9 changed 1mo ago A tokens not measured original MIT

pm-verifier

07

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 1 skill · 190 tokens together

AI Evals for PMs turns a product contract into outcome, trajectory, system, and optional memory evidence with isolated trials, calibrated judgments, inspection, and CI-safe PASS/FAIL/BLOCKED release gates.

not rated 9 17d ago A tokens not measured original MIT

model-grader

08

Abhillashjadhav/AI-PM-essential-skills

Plugin Claude Code

Bundles 1 skill · 174 tokens together

Asks the questions needed to build a model grader, and nothing else. Twenty-six questions: ten on shape, eight on integrity, eight on verdict — the shape a grader mechanically needs, the eight integrity questions whose absence lets a model fake success, and the verdict and judgment rules. Exits on a buildability test.

not rated 9 17d ago A tokens not measured original MIT

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