GITHUB REPOSITORY TELEMETRY AND CALIBRATION
Nobody reads your source code before checking the top-right counter bar.
Under 100 stars, 94% of developers bounce in four seconds. Calibrate your counter bar with aged GitHub profiles, no auth required, and full anonymity.
Load sample repository:
Interactive GitHub Counter Simulator
Selected Package:
+250 Stars (295 total)
Repository standing
TIER 2: COLD-START CLEARED
Developer & VC signal
Production viable
1. Multi-source routing
Campaigns are distributed across independent discovery channels in capped batches, avoiding single-source concentration.
2. Paced schedule
Activity is scheduled across a 3 to 30 day circadian curve, keeping primary and secondary repository counters balanced.
3. Private by default
Requires only a public repository URL. Zero OAuth tokens, zero write permissions, and strict non-disclosure of client projects.
4. 30-day stability SLA
Automated telemetry checks verify target baselines for 30 days post-completion, re-balancing any variance above 3% automatically.
How We Work
Engineering and research
LAUNCH PLAYBOOK
4 min read
Solving the open-source cold-start problem
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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MCP ECOSYSTEM
5 min read
MCP server launch & directory indexing: Smithery, Glama, and llms.txt
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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LAUNCH CHECKLIST
5 min read
The 14-day pre-launch checklist for Show HN and Product Hunt
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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