Requirements
- Target platform
- OpenClaw
- Install method
- Manual import
- Extraction
- Extract archive
- Prerequisites
- OpenClaw
- Primary doc
- SKILL.md
Helps you evaluate, price, package, and launch API products by auditing assets, setting pricing, ensuring readiness, forecasting revenue, and defining go-to-...
Helps you evaluate, price, package, and launch API products by auditing assets, setting pricing, ensuring readiness, forecasting revenue, and defining go-to-...
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
Turn your internal APIs into revenue streams. This skill helps you evaluate, price, package, and launch API products โ whether you're monetizing existing infrastructure or building API-first products from scratch.
Evaluating which internal APIs have external commercial value Designing API pricing (usage-based, tiered, freemium, credits) Building developer portals and go-to-market for API products Auditing API readiness (rate limiting, auth, SLAs, docs) Forecasting API revenue and unit economics
Evaluate every internal API against these criteria: FactorQuestionScore (1-5)UniquenessDoes this solve something competitors don't?Data moatDoes usage improve the product (network effects)?Rebuild costHow expensive to replicate from scratch?Market demandAre people already scraping/hacking alternatives?Compliance riskAny regulatory barriers to external access? Threshold: Score โฅ18/25 = strong candidate. 13-17 = conditional. <13 = internal only.
Usage-Based (Pay-per-call) Best for: variable consumption, developer experimentation Pricing: $0.001-$0.05 per call (commodity) | $0.10-$5.00 per call (enrichment/AI) Watch: revenue unpredictability, bill shock complaints Tiered Plans Best for: predictable revenue, enterprise sales Structure: Free (100 calls/day) โ Starter ($49/mo, 10K) โ Growth ($199/mo, 100K) โ Enterprise (custom) Watch: tier boundaries (80% of users should hit limits naturally) Credit-Based Best for: multi-endpoint APIs, AI/ML inference Structure: Buy credits in bulk, different endpoints cost different credits Watch: credit expiry policies, refund complexity Revenue Share Best for: marketplace/platform APIs where partner generates revenue Structure: 70/30 or 80/20 split on transactions Watch: attribution, fraud, minimum guarantees
Must-Have Before Launch: Rate limiting per API key (not just IP) OAuth 2.0 or API key authentication Usage metering accurate to ยฑ0.1% <200ms p95 latency on core endpoints 99.9% uptime SLA (measured, not promised) Versioned endpoints (v1, v2) with deprecation policy Interactive API documentation (OpenAPI/Swagger) Sandbox environment with test data Webhook support for async operations Error responses with actionable messages Should-Have for Growth: SDK in top 3 languages (Python, Node, Go) Usage dashboard for customers Billing alerts at 80%/90%/100% of plan Status page with incident history Community forum or Discord
Calculate your API unit economics: Cost per call = (Infrastructure + Support + Compliance) / Total calls Gross margin = (Revenue per call - Cost per call) / Revenue per call Target: 70-85% gross margin on API products Infrastructure cost benchmarks (2026): Simple CRUD: $0.0001-$0.001 per call Data enrichment: $0.001-$0.01 per call AI/ML inference: $0.01-$0.50 per call Real-time streaming: $0.005-$0.05 per minute
Developer-Led Growth (PLG): Free tier with generous limits (acquire developers) Docs-first marketing (SEO on "[problem] API") Integration tutorials with popular frameworks Showcase in API marketplaces (RapidAPI, AWS Marketplace) Enterprise Sales: Custom SLAs and dedicated support Private endpoints / VPC peering Volume discounts at commitment (annual contracts) SOC 2 Type II + compliance documentation Revenue Forecasting: Month 1-3: 100-500 free users, 2-5% conversion = 2-25 paid Month 4-6: 500-2,000 free, 3-7% conversion = 15-140 paid Month 7-12: Expansion revenue from usage growth (30-50% NRR uplift) Year 1 target: $50K-$500K ARR depending on market size
Pricing too low โ Developers will pay for value. $0.001/call for AI inference is leaving money on the table. No free tier โ Developers won't commit without testing. Free tier is your acquisition channel. Breaking changes without versioning โ One breaking change = mass churn. Version everything. Metering disputes โ If your usage numbers don't match the customer's, you lose trust. Invest in transparent metering. Ignoring DX โ Time-to-first-call >15 minutes = abandonment. Optimize onboarding ruthlessly. No rate limiting โ One bad actor takes down your API for everyone. Rate limit from day one. Bundling everything โ Separate endpoints have different value. Price them differently.
IndustryHighest-Value APITypical PricingFintechTransaction scoring, KYC verification$0.10-$2.00/callHealthcareClinical decision support, eligibility$0.50-$5.00/callLegalContract analysis, case law search$1.00-$10.00/callReal EstateValuation, comp analysis$0.25-$3.00/callEcommerceProduct matching, pricing intelligence$0.01-$0.50/callSaaSUsage analytics, feature flagging$0.001-$0.05/callRecruitmentResume parsing, skill matching$0.10-$1.00/callManufacturingPredictive maintenance, quality$0.50-$5.00/callConstructionCost estimation, permit lookup$0.25-$2.00/callProfessional ServicesTime tracking intelligence, billing$0.05-$0.50/call
Full industry context packs ($47 each): https://afrexai-cto.github.io/context-packs/ AI Revenue Calculator (free): https://afrexai-cto.github.io/ai-revenue-calculator/ Agent Setup Wizard (free): https://afrexai-cto.github.io/agent-setup/ Pick 3 Bundle ($97): Mix any 3 industry packs All 10 Bundle ($197): Every industry pack Everything Bundle ($247): All packs + playbook + updates Built by AfrexAI โ turning AI into revenue since 2025.
Code helpers, APIs, CLIs, browser automation, testing, and developer operations.
Largest current source with strong distribution and engagement signals.