GitStar / GitHub Social Proof

Engineering playbooks for open-source launches

Architecture specifications, MCP directory manifest schemas, and pre-launch checklists for open-source maintainers.

01 LAUNCH PLAYBOOK Solving the open-source cold-start problem
4 min read

Why 94% of developers bounce from new repositories in four seconds, and how to prepare README benchmarks, AST-grounded technical issues, and directory PRs before launch day.

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Technical playbook for Model Context Protocol (MCP) servers: Smithery, Glama, and PulseMCP indexing algorithms, required root manifest schemas, and directory discovery thresholds.

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T-14 to T+0 engineering checklist for Show HN and Product Hunt launches: README benchmark hardening, AST-aware technical issue seeding, awesome-list PR diffs, and UTC timing.

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Frequently asked questions FAQ
How is the schedule paced?

Activity is distributed across a 3 to 30 day circadian curve with proportional secondary metrics (~10% forks and ~4% watchers) so repository telemetry remains balanced.

Do I need to share a GitHub token or grant OAuth access?

No. Only the public repository URL is required.

How does settlement and tracking work?

Settle via Card / B2B Invoice or non-custodial USDC / USDT on Base, Arbitrum, Ethereum, BSC, Polygon, or Solana. Once settled, you receive a private Observer portal tracking progress against your starting baseline.

How does the 30-day stability SLA work?

Automated telemetry checks verify target baselines for 30 days post-completion, re-balancing any variance above 3% at zero cost.

Help & Engineering FAQ