mang.sh
Notable signalNatural Language to Terminal Commands
Launched 21h ago
Signal
61
Velocity
0
What this means
19Founder Conviction Index: 19 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
3 launchesSerial maker — this is their 3rd launch.
Best prior: Junk, attention 2.
Prediction
Top-5 finish probability
19%
today
Projected end-of-day votes
69range 52–93
Trajectory
stable
Vote pace holding steady.
About
Describe a task; Mang proposes a terminal command. Inspect it and explicitly confirm before execution. Use local Ollama or OpenRouter. Built in Rust. MIT-licensed.
AI Summary
Mang.sh is a developer tool that translates natural language descriptions into terminal commands, allowing users to review and confirm commands before execution. It is built in Rust and is available under the MIT license, utilizing local Ollama or OpenRouter for processing.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum1
Sustained over 6h
Virality0
Spread × engagement
Engagement17
Discussion per unit of attention
Editorial read
Mang.sh achieves a signal of 61 just 11 hours post-launch.
InvestigateRanks high on little evidence. Worth a look, but verify before committing.
276/8
SurprisingFounder story
signal 61 out of 100, 11h after launch, 2 previous launches by founder.
Timeliness5%100
carried 6%
Novelty15%84
carried 18%
Story20%84
carried 24%
Trend20%31
carried 24%
Founder10%25
carried 12%
Business15%9
carried 18%
Not measured · 2 of 8
Revenue10%—
Cross-platform5%—
Gaps in our data, not findings about the product. Their weight is redistributed across the 6 we did measure.
measuredmeasured, zeronot measured
Full audit →Signal sources
3 of 6 active- Launch tracking4 readings since we picked it up
- AI analysisCoding Tools
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoring35% evidence coverage
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.