Validate and analyze budgets for SCF Build Award submissions. Use when reviewing whether a submission's budget is proportional, justified, and well-structured based on patterns from 215 funded Build Awards.
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Validates submission budgets against funded project benchmarks. Used during the review process to assess whether a budget is proportional to scope, properly broken down, and realistic.
| Category | Median | Middle 50% Range |
|---|---|---|
| Applications | $85,000 | $60K–$118K |
| Developer Tooling | $75,000 | $35K–$99K |
| Financial Protocols | $109,000 | $94K–$144K |
| Infrastructure | $116,000 | $62K–$143K |
| Role | Typical Range |
|---|---|
| Smart contract developer (Soroban/Rust) | $2,500–$5,000/week |
| Backend developer | $2,000–$4,000/week |
| Frontend developer | $1,500–$3,500/week |
| Full-stack developer | $2,000–$4,000/week |
| UI/UX designer | $1,500–$3,000/week |
| DevOps / infrastructure | $2,000–$4,000/week |
| Technical writer | $1,500–$2,500/week |
| Project management | $1,500–$2,500/week |
SCF Build Awards use a 10% / 20% / 30% / 40% tranche structure:
| Tranche | % of Total | Milestone |
|---|---|---|
| T0 | 10% | Automatic on award approval |
| T1 | 20% | MVP — core Stellar/Soroban integration |
| T2 | 30% | Testnet — full functionality, audit readiness |
| T3 | 40% | Mainnet — production launch, UX, documentation |
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Push the LLM to reconsider, refine, and improve its recent output. Use when user asks for deeper critique or mentions a known deeper critique method, e.g. socratic, first principles, pre-mortem, red team.
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Agentic and machine-to-machine payments on Stellar. Covers x402 (HTTP 402 paid APIs via OZ Channels facilitator, fee-sponsored clients) and MPP (Machine Payments Protocol) in both Charge mode (per-request SAC) and Channel mode (off-chain commits, high-frequency). Defaults to USDC (SEP-41 SAC) on `stellar:testnet`/`stellar:pubnet` (CAIP-2). Use when selling a paid API to AI agents, building an x402 client, or designing a payment-channel architecture for high-frequency agent traffic.
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Stellar Assets (classic) + trustlines + Stellar Asset Contract (SAC) bridge to smart contracts. Covers asset issuance, distribution, authorization flags, clawback, regulated assets, trustline management, and the SAC interop layer that exposes classic assets as SEP-41 contract tokens. Use when tokenizing real-world assets, issuing stablecoins, managing trustlines, or bridging classic assets to smart contracts.
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Benchmark stellar-build skills to measure quality and the lift from optimization. Use when the user says "bench my skills", "bench-skills", "benchmark skills", "did optimization help", "measure my skills", "stellar-loop bench", or wants to quantify whether /optimize-skills actually improved things. Held-out eval prompts scored by an LLM judge, reproducible with fixed seeds. Fully local.
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Facilitate interactive brainstorming sessions using diverse creative techniques and ideation methods. Use when the user says help me brainstorm or help me ideate.
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Technical documentation specialist and knowledge curator. Use when the user asks to talk to Bri or requests the tech writer.
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