githubai

agentsmith — Universal, model-agnostic operating harness for AI agents (Claude, Codex, Gemini, …) — a lean core + work-type profiles assembl

AI agent harness

Steady

signal score

🔗 5

sources · claude

→ Steady

7-day est. ~12

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Why this scored 10

every term, weighted

Velocity+0.7 / 40 max

Engagement per hour, normalized against the fastest item on its own source

Acceleration+0.0 / 25 max

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+11.1 / 25 max

How many independent communities are talking about the same entity

Recency+5.1 / 10 max

Decays to zero over 14 days

Saturation penalty−7.3 / 30 max

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite9.6

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~12

range 10–15

14-day

~13

range 11–16

30-day

~13

range 10–17

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

claudecodexgemini

Embed a live signal badge

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Drop this in a README or blog post — it updates automatically as the score moves.