0xF4ng/aether-growth-fieldwork

find-skill

Entry-point router. Ask the user two questions, then route to the right skill. Call this when you don't know where to start.

لغة النص الأصلي: الإنجليزية

content-craft

Writing production workflow for technical B2B and developer-community content pieces. Invoke when an author needs to produce a migration story, technical deep dive, architectural decision piece, how-to guide, or thought-leadership article from scratch. This…

لغة النص الأصلي: الإنجليزية

changelog-marketing

Decide whether a changelog entry should stand alone or batch with others, run the quality gate, and produce a publish-ready entry with SEO title and visual recommendation.

لغة النص الأصلي: الإنجليزية

cold-start-motion

Designs the zero-to-one distribution motion: how a founder gets the first ~100 users when there is no audience, no budget, and no repeatable channel yet. Names the minimum viable audience, picks the unscalable founder-led move to do first, then runs a cheap…

لغة النص الأصلي: الإنجليزية

community-launch

Select the right developer community platform(s) for a product launch, time the posts correctly per platform, and draft the submission with platform-specific norms applied.

لغة النص الأصلي: الإنجليزية

experiment-portfolio

Manages a portfolio of concurrent growth experiments: stage isolation rules, horizon balancing (quick/medium/long), interaction effect detection, cadence design, resource allocation, and portfolio health metrics. A single experiment tells you one thing; a…

لغة النص الأصلي: الإنجليزية

experiment-results

Closes an experiment: reads results against the original spec, renders a Win / No Signal / Loss / Confounded verdict, extracts the learning (why, not what), and specifies the next action. Required when any experiment window closes. Connects back to…

لغة النص الأصلي: الإنجليزية

funnel-audit

Finds the single constraint in a conversion funnel. Takes any funnel shape (AARRR, PLG onboarding, SLG pipeline, content/SEO), identifies where the most volume is being lost, classifies the bottleneck type, and outputs ranked experiment hypotheses. Use when…

لغة النص الأصلي: الإنجليزية

growth-experiment

Designs a growth experiment: falsifiable hypothesis, specific tactic, numeric success metric, effort estimate, channel-motion match, and a distribution handoff block. Default is shippable in 7 days with readable signal in 14. Feeds directly into…

لغة النص الأصلي: الإنجليزية

growth-loop-design

Diagnoses whether a product grows through funnels (linear) or loops (compounding), selects the right loop archetype, calculates the k-factor (loop coefficient), and identifies the weakest conversion step to improve. Invoke when the team is deciding which loop…

لغة النص الأصلي: الإنجليزية

launch-campaign-planning

Select the right launch format (blitz / launch-week / full-week) and produce a structured phase plan for a discrete product or feature launch.

لغة النص الأصلي: الإنجليزية

motion-community

Designs or audits a Community-Led Growth motion for a developer-first product: diagnoses the current community stage, selects the one primary venue, designs the content loop by conversion impact, measures community health, and connects community output to…

لغة النص الأصلي: الإنجليزية

motion-mlg

Coordinates a Mixed/Multi-Led Growth motion when PLG and SLG are both active in the same accounts: detects MLG territory, maps the account duality between IC champions and economic buyers, designs a "one story, two frames" content strategy, defines handoff…

لغة النص الأصلي: الإنجليزية

motion-plg

Designs or audits a Product-Led Growth motion: checks PLG readiness, defines the First Value Moment, designs the activation funnel, runs the onboarding audit protocol, and specifies the PLG-to-SLG handoff. Use when building PLG from scratch, diagnosing why…

لغة النص الأصلي: الإنجليزية

motion-slg

Designs or audits a Sales-Led Growth motion for a developer-first product: checks SLG readiness, maps the full deal anatomy, runs a sales enablement content gap analysis, designs the PLG-to-SLG handoff protocol, and checks pipeline health against benchmarks.…

لغة النص الأصلي: الإنجليزية

newsletter-growth

Designs and runs a newsletter as a compounding growth loop — not a broadcast and not SEO. Covers the subscribe→open→value→share loop, single-issue architecture (one idea, a lead that earns the open, a takeaway worth forwarding), subject/preview lines, where…

لغة النص الأصلي: الإنجليزية

north-star-metrics

Selects and validates the North Star Metric (NSM), builds the input metric tree beneath it, defines guardrail metrics that cannot be sacrificed, and designs the review cadence. The NSM is the single metric that most accurately captures the value the product…

لغة النص الأصلي: الإنجليزية

outbound-motion

Designs the outbound GTM motion: which signals to prioritize, how to score and sequence accounts, and what the first-touch cadence looks like. Produces a motion spec — a decision framework for the outbound program, not a campaign execution tool. Use when the…

لغة النص الأصلي: الإنجليزية

paid-channel-fit

Diagnoses whether paid acquisition is the right motion at the current stage, and if so, which channels have structural fit. Produces a go/no-go decision per channel with explicit fit criteria and a test-budget recommendation. Use before committing paid…

لغة النص الأصلي: الإنجليزية

retention-analysis

Diagnoses user retention using cohort data. Classifies the retention curve shape, identifies the churn type, matches the right intervention to the right problem, and points to the next experiment. Use when retention is below benchmark, when you have a…

لغة النص الأصلي: الإنجليزية

short-form-social

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لغة النص الأصلي: الإنجليزية

signal-prioritization

Decides which intent signals, firmographic triggers, and behavioral indicators to buy, monitor, or build — and how to weight them in account scoring. Use before investing in signal data subscriptions, or when the current signal stack is generating noisy or…

لغة النص الأصلي: الإنجليزية

channel-strategy

Designs the hardware GTM channel strategy: selects the right channel type (SI / OEM / VAR / distributor / DTC), qualifies partners, defines co-sell mechanics, and sets MDF allocation rules. Runs the three-pillar check (Pillar 3) as a gate before channel…

لغة النص الأصلي: الإنجليزية

demo-strategy

Designs and scripts hardware product demonstrations: live demos, 60-second distribution videos, and application library content. Applies the five-step demo sequence and no-narration rule. Outputs a demo script, video brief, or application library structure…

لغة النص الأصلي: الإنجليزية

launch

Coordinates a hardware product launch. Mandates the three-pillar check (Product Force / Supply Chain / Channel) before any brand or marketing decisions. Two phases: pre-launch QA (certifications, yield, partner readiness) and go-live execution (channel…

لغة النص الأصلي: الإنجليزية

online-growth

Bridge for hardware teams adopting digital growth methods. Translates software growth concepts (funnel, activation, PLG signals, community) into hardware-native equivalents. Non-blocking signal module — outputs carry bridge metadata and do not gate any…

لغة النص الأصلي: الإنجليزية

poc-pilot

Designs and manages the hardware deal progression through three stages: DEMO → POC → PILOT → PRODUCTION CONTRACT. Defines bounded POC scope, measurable success criteria, and explicit go/no-go clauses to prevent the two most common hardware deal failures:…

لغة النص الأصلي: الإنجليزية

recurring-revenue

Designs the recurring revenue layer for hardware companies: software license, maintenance and support, consumables, professional services, and data/insights tiers. Models LTV, defines the Year-1 bundling strategy, and builds the commoditization defense. A…

لغة النص الأصلي: الإنجليزية

safety-trust

Converts hardware safety certifications into trust-building GTM content: safety pages, transparency reports, certification-to-content conversion, and incident communication protocols. Safety is the highest-leverage trust signal with the stakeholders who block…

لغة النص الأصلي: الإنجليزية

ai-api-developer-gtm

GTM playbook for AI API products targeting developers: the API-first PLG flywheel, playground and SDK design as growth levers, cookbook and tutorial strategy, Hugging Face and GitHub as primary distribution channels, and developer community mechanics for AI…

لغة النص الأصلي: الإنجليزية

ai-benchmark-distribution

Designs, publishes, and distributes AI benchmarks and evals as a growth channel. Covers what makes a benchmark worth publishing, the benchmark-to- distribution pipeline, writing rules for benchmark posts, platform-specific formats for HN and Twitter, and when…

لغة النص الأصلي: الإنجليزية

ai-output-virality

Designs AI output sharing mechanics that turn users into a distribution channel. Covers the three types of AI virality, where to place share moments in the product, what outputs are inherently shareable, platform fit for different output types, embedding the…

لغة النص الأصلي: الإنجليزية

ai-trust-design

Designs the trust arc for AI products: from first wow moment through production-grade reliability. Covers the three trust types users need to cross before they rely on an AI product, specific mechanisms for each, and how to make limitations a trust signal…

لغة النص الأصلي: الإنجليزية

ai-usage-pricing-growth

Designs and optimizes usage-based pricing for AI products: how to calibrate freemium tiers, model LTV for token/credit economies, design upgrade triggers from usage signals, and avoid the traps specific to AI pricing. Use when setting up a freemium tier,…

لغة النص الأصلي: الإنجليزية

ai-slop-audit

Analyzes a draft for the patterns that make writing read as AI-generated — across structure, vocabulary, transitions, rhythm, punctuation, and closings — and returns a scored authenticity audit with a specific rewrite directive for each defect, rewriting…

لغة النص الأصلي: الإنجليزية

brand-calibration

Scores narratives, positioning blurbs, GTM briefs, and campaign summaries across 7 brand calibration dimensions before they drive external campaigns or circulate beyond the immediate team. Invoke when any directionally relevant narrative needs a framing and…

لغة النص الأصلي: الإنجليزية

competitive-map

Produces a strategic competitive landscape map and per-competitor battlecard. Use before finalizing positioning, before a major launch, or when the competitive set has shifted meaningfully. Required upstream input for /sales-enablement. Not a monitoring cron…

لغة النص الأصلي: الإنجليزية

content-review

Scores content pieces and experiment specs before publication or launch. Part A: content scoring (8 dimensions, 0.0–1.0 each). Part B: experiment spec scoring (8 dimensions). Calibrated examples anchor scores across sessions. Verdict: APPROVE / REVISE /…

لغة النص الأصلي: الإنجليزية

gtm-brief

Produces a time-bound GTM brief artifact from ICP research, competitive intelligence, product truth, and a defined time horizon. Invoke when turning research, launch context, competitive signals, or founder/PM intent into a structured, actionable plan. This…

لغة النص الأصلي: الإنجليزية

icp-research

Turns raw customer research signals (interviews, support tickets, reviews, sales calls, churn notes) into a sharp ICP profile: trigger event, JTBD, deciding language, alternatives considered, and segment priority. Required upstream input for /positioning,…

لغة النص الأصلي: الإنجليزية