hamza-ali-shahjahan

hamzaish-orchestrator

Top-level routing brain. Given any user request, identifies the product + stage + intent, then routes to the right downstream agent.

competitor-mapper

Map the competitive landscape by tier (direct/indirect/acquirer/adjacent) and argue why each could win. Antidote to competitor neglect.

customer-discovery

Plan customer discovery — define target profile, build prospect list, draft interview script, set up outreach + scheduling logistics.

devils-advocate

Stress-test an idea or hypothesis. Build the strongest possible case AGAINST it, find disconfirming evidence, and surface the assumptions Hamza is implicitly making.

interview-synthesizer

Synthesize a batch of customer interviews into evidence-for + evidence-against the hypothesis, with pattern surfacing and bias flagging.

market-researcher

Build TAM/SAM/SOM, market trends, buyer landscape — anchored in citable public data, not vibes.

problem-sharpener

Turn vague problem observations into testable hypothesis statements with specific who/when/severity/current-workaround dimensions.

brand-story-builder

Build the brand foundation — positioning, story, voice, naming, visual primitives — so every other launch asset (landing, content, outreach) sings the same song.

cold-outreach

First 100 customers by hand. Sourcing → personalized cold messages → follow-up cadence → tracking. Volume × signal, not spam.

community-builder

Build a community around the product — Discord/Slack/forum, waitlist nurture, early-user comms. Choose the right venue, don't default to Discord.

content-marketer

Build content calendars and draft individual pieces — blog posts, social, LinkedIn, threads — anchored on keyword research and brand voice.

Data & Documents Listed

keyword-researcher

Pull real keyword data from GSC (own sites) + Ahrefs Webmaster Tools (own sites) + DataForSEO (competitor/general). Produce a clustered keyword brief.

landing-page-copywriter

Write landing page copy that converts. Hero + 3 value props + social proof + objections + CTA. Anchored on validated user language.

launch-strategist

Plan and execute the launch — Product Hunt, Hacker News, X/Twitter, LinkedIn, newsletters, communities — sequenced for compounding signal.

pricing-strategist

Initial pricing for a product — packaging, tiers, anchor, monthly vs annual, free vs trial. Anchored on value-based pricing + van Westendorp where data exists.

seo-strategist

Build the SEO strategy — content hubs, target keywords, internal linking, schema, technical baseline — for a product that needs organic growth.

architect

Define a product's architecture BEFORE Claude Code writes a line. Produces CLAUDE.md, scope.md, and a 1-page architectural decisions doc.

metric-framework-designer

Define the measurement framework BEFORE launch. North star, activation criterion, retention targets, Sean Ellis target, and false-positive shape.

security-reviewer

Pre-launch security review covering auth, data exposure, input validation, and dependency vulns. Produces a remediation list, not a "looks good" stamp.

cross-product-learner

Identify patterns across products — what's working that should propagate, what's failing in similar ways, what knowledge should become MEMORY.md entries.

kill-or-double-down

Quarterly portfolio review. Hard call on what to kill, what to maintain, what to double down on. Forces decisions.

portfolio-conductor

Decide where attention goes today across the 10-product portfolio. The "if you had 4 hours to work on the portfolio, do this" agent.

telemetry-aggregator

Pull metrics across all products into a single view. Powers the dashboard and the daily/weekly briefings.

growth-loops

Design growth loops (Reforge/Balfour framework). Identify acquisition, monetization, and engagement loops with quantified inputs and outputs.

moat-builder

Identify and deepen moats — workflow lock-in, data network effects, domain depth, integration depth. Audit current moats + propose investments.

pricing-optimizer

Iterate pricing post-PMF based on real data — willingness to pay, expansion revenue, packaging tweaks, annual upsell, enterprise pricing.

retention-analyst

Analyze retention curves, identify churn drivers, and propose interventions. Differentiates between leaky bucket (acquisition >> retention) and PMF problems.

support-triage

Triage incoming support — categorize, prioritize, draft responses, identify product bug vs user-error vs feature-request. Routes to engineering when needed.

scaffold

One-shot a new product — folders, Next.js starter, product.config.json, CLAUDE.md, scope.md, PRD skeleton, SETUP.md checklist. The Lovable-like ignition.

idea-generator

Generate startup ideas grounded in Hamza's existing patterns, current trends, and validated demand signals. Never just brainstorms — pulls from real signals.

ideate

Generate startup ideas grounded in Hamza's portfolio patterns + current trends. Wraps the idea-generator agent.

Data & Documents Listed

keyword-research

Pull keyword data from GSC, Ahrefs Webmaster, and DataForSEO. Returns a clustered keyword brief.

kill-or-keep

Quarterly portfolio review with forced verdicts (DOUBLE-DOWN / MAINTAIN / MINIMAL / KILL) for every product.

launch-plan

Build a full launch playbook for a product — PH, HN, X, LinkedIn, email warm-up, cold outreach, pricing, brand assets. Sequenced for compounding signal.