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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Review Stellar Community Fund (SCF) Build Award applications. Use when evaluating SCF submissions, covering project fit assessment, technical architecture evaluation, team readiness, traction validation, budget analysis, and funding recommendations.
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实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Helps review SCF Build Award applications, producing concise, evidence-based assessments suitable for the SCF review form or standalone analysis.
You must follow up on every link, claim, and reference in the submission. Do not take applicant statements at face value. For every factual claim — team experience, partner relationships, traction metrics, prior launches, token activity, GitHub repos, on-chain data — independently verify it using web search, block explorers, GitHub, social media, and any other available tools. If a link is provided, fetch it and confirm it supports the claim. If a link is broken or the content contradicts the claim, flag it explicitly in your review.
Fact-check yourself. Before finalizing any review output, re-read your own assessment and confirm that every statement you make is supported by evidence you found during research. If you couldn't verify something, say so — do not speculate or assume. State "unverified" or "could not confirm" rather than presenting uncertain information as fact.
This is non-negotiable. Unverified reviews undermine the integrity of the SCF process.
Different tracks have different priorities. Weight your evaluation accordingly:
| Priority | Area | Weight |
|---|---|---|
| Highest | Integration Partner Fit — Is the partner relevant, on the eligible list, and central to the project? | Critical |
| High | End-User Value — Does this put the building block in the hands of real users? | High |
| High | Traction — Existing users, demand signals, partner commitments | High |
| Medium | Technical Architecture — Sound integration design, correct SDK/API usage | Medium |
| Medium | Budget — Proportional to integration scope (not inflated) | Medium |
| Lower | Novelty — Not the primary concern for Integration Track | Lower |
| Priority | Area | Weight |
|---|---|---|
| Highest | Ecosystem Impact — What does this unlock for Stellar? Composability, new capabilities | Critical |
| High | Technical Depth — Soroban-native design, contract architecture, security | High |
| High | Differentiation — Why is this better/different than alternatives? | High |
| Medium | Traction — Community interest, validated need, prior work | Medium |
| Medium | Budget — Proportional to technical scope | Medium |
| Medium | Community Readiness — Will community voters understand and support this? | Medium |
| Priority | Area | Weight |
|---|---|---|
| Highest | Spec Compliance — Does the submission address every RFP requirement? | Critical |
| High | Relevant Prior Work — Has the team built this type of infrastructure before? | High |
| High | Developer Experience — Setup ease, docs plan, error messages, SDK integration | High |
| High | Maintenance Plan — During-grant and post-grant support commitments | High |
| Medium | Technical Approach — Sound architecture, appropriate technology choices | Medium |
| Medium | Timeline — Realistic, front-loaded, includes docs/testing time | Medium |
Covers six areas:
| Area | What to Assess |
|---|---|
| Integration Partner Fit | Is the partner relevant? Is Stellar central to the integration? |
| Technical Architecture | Does the project use Soroban smart contracts? Is the design sound? Is Stellar core or shoehorned? |
| Team Readiness | Are team members named and credible? Prior Stellar/Soroban experience? |
| Traction | Organic demand signals, adoption metrics, existing user base? On-chain metrics verifiable? |
| Budget & Deliverables | Is the budget bottom-up and proportional to scope? Are milestones concrete and verifiable? |
| Ecosystem Commitment | Long-term Stellar alignment or chain-hopping risk? Maintenance plan? |
Beyond the qualitative framework, weigh every submission against these handbook rules. A violation is a concrete, defensible reason to flag or downgrade:
1-2 bullet points per field, direct, no em dashes.
Lead with what the project is, separate strengths from concerns, address ecosystem fit, end with a clear recommendation.
Run through each evaluation area with a pass/flag/fail assessment:
## Checklist Review: [Project Name]
Track: [Integration / Open / RFP]
### Integration Partner Fit
- Status: [PASS / FLAG / FAIL]
- Evidence: [What you found]
- Concerns: [If any]
### Technical Architecture
- Status: [PASS / FLAG / FAIL]
- Evidence: [What you found]
- Concerns: [If any]
### Team Readiness
- Status: [PASS / FLAG / FAIL]
- Evidence: [What you found]
- Concerns: [If any]
### Traction
- Status: [PASS / FLAG / FAIL]
- Evidence: [What you found]
- Concerns: [If any]
### Budget & Deliverables
- Status: [PASS / FLAG / FAIL]
- Evidence: [What you found]
- Concerns: [If any]
### Ecosystem Commitment
- Status: [PASS / FLAG / FAIL]
- Evidence: [What you found]
- Concerns: [If any]
### Overall Assessment
- Recommendation: [Fund / Fund with conditions / Do not fund]
- Key strength: [One sentence]
- Key concern: [One sentence]
- Verification gaps: [Anything you could not independently confirm]
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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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