Watch subreddits for people describing the problem you solve. Score their relevance. Draft a helpful reply for each match.

Take a competitor's public GitHub repo. Fetch their open issues. Filter noise locally. Cluster into 6 demand categories. Score by real engagement. Output a ranked demand gap report and GTM messaging b

Use when writing Go code that returns, wraps, or handles errors — choosing between sentinel errors, custom types, and fmt.Errorf (%w vs %v), structuring error flow, or deciding whether to log or return. Also use when propagating errors across package boundaries or using errors.Is/As, even if the user doesn't ask about error strategy. Does not cover panic/recover patterns (see go-defensive).

Use when deciding whether to use Go generics, writing generic functions or types, choosing constraints, or picking between type aliases and type definitions. Also use when a user is writing a utility function that could work with multiple types, even if they don't mention generics explicitly. Does not cover interface design without generics (see go-interfaces).

Interactive conversational setup wizard for instar. Walks users through initial configuration and identity bootstrapping conversationally.

Spawn, monitor, and communicate with persistent Claude Code sessions running in the background. Use when a task needs to run without blocking the current session, when the user asks to do something in the background, or when a long-running task needs its own context window. Trigger words: background task, spawn session, persistent, run in background, parallel, separate session, async task.

Automatically triggered when Tapestry is first launched on a new environment or lacks dependencies. Intelligently detects environment and installs Tapestry dependencies with user confirmation.

Find the most relevant external agent skills for the current task, then submit grounded feedback about which skills were actually used and useful in the same session. Whenever you start a task, use this skill first.

Simplify code while preserving behavior, public contracts, and side effects. Favor explicit code and local clarity over clever or compressed constructs.

Create atomic commits by staging the right files, analyzing the staged diff, composing a conventional commit message, and optionally pushing.

This skill should be run only when the user explicitly invokes it. Orchestrates end-to-end task implementation — understands the task, assesses complexity, implements directly or via a team of subagents for complex work, and always finishes with a code-polish pass.

**Company:** Series B Healthcare SaaS (80 people)

**Company context:** Series B healthcare SaaS, ~80 employees

This is an in-product profiling survey designed to run during a new user's first session. It routes signups to the correct onboarding path and flags whether the account is a potential buyer or a non-c

A product leader trapped in back-to-back meetings faces a compounding problem: every meeting demands decisions, and every decision depletes a finite cognitive resource. The result is decision fatigue

**Organization:** B2B Analytics SaaS

**Prepared for:** Mid-level PM (3 years experience) at a 500-person enterprise SaaS company

**Title:** Q1 All-Hands: What We Shipped, What's Next, and Where We Need Help

**Prepared for:** Director of Product, 200-person fintech startup

- **Date type:** Fixed external deadline

Design employee onboarding (first 90 days + trajectory). See also: user-onboarding (product UX onboarding).

**Role:** Product Lead (IC/people-manager hybrid typical of product leadership)

Create a Pricing Strategy Pack (value metric, packaging, price points, conversion mechanics, rollout).

Prioritize product roadmap: scoring model, ranked opportunities, decision narrative. See also: technical-roadmaps (engineering roadmap).

- **Product:** Team collaboration SaaS

- **Product**: Team collaboration SaaS

**Decision statement (one sentence):**

**Prepared for:** New Product Lead, 5 direct reports (3 PMs, 1 Designer, 1 Data Analyst)

**Team:** Product Team (10 people, remote-first)

Since the user did not provide answers to intake questions, the following explicit assumptions are made. Open questions that could change the ship decision are listed in Section 8.

**Feature:** Role-Based Access Control (RBAC) for Admin Users

Align stakeholders and secure buy-in: stakeholder map, pre-brief plan, decision summary.

**Founders:** 2 co-founders (ex-ops managers in logistics + PM from warehouse software)

Decide whether/how to pivot: diagnosis, exhaustion check, pivot options, validation plan.

**Company:** AI Support Copilot (E-commerce)

**Date:** March 2026

Apply systems thinking: feedback loops, second-order effects, leverage points, intervention plan.

**Remote Cross-Functional Team: Reduce Chaos, Increase Decision Velocity**

**Context:** 12-person remote team (PM, Design, Engineering, Data) seeking to reduce chaos and increase decision velocity.

Design product user onboarding to drive activation: aha moment, first-mile plan, experiment backlog. See also: onboarding-new-hires (employee).

Create an Amazon-style PR/FAQ plus a backcasting launch plan.

Draft and edit written artifacts (email, memo, doc) with a quality gate.

`browser39 watch` monitors a JSONL commands file for new appended lines, processes each command through the browser engine, and writes results to an output file. This enables real-time, file-based com

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Add a new skill (prompt rule) to the CloudBase AI Toolkit project.

Investigate and decide on npm audit vulnerabilities—fix vs. allowlist pattern with shared gate utility

Use AlgoKit Utils to interact with the Algorand blockchain from TypeScript or Python applications.

Controller skill for the autopilot: triage, dispatch, integrate, and keep work moving via AgentBus.

Bootstrap lean multi-agent orchestration with beads task tracking. Use for projects needing agent delegation without heavy MCP overhead.

Hey Agent! Welcome to Among Us On-Chain. You're about to compete in a social deduction game where you'll play as either a **Crewmate** or an **Impostor**. Winners take the prize pool. Follow these ins