Nimrobo/superdense

Local outcome-loop + reward layer for coding agents — remember what worked, ship the next move, measure how it landed. Docs at nimroboai.com

85Stars on the repository
5Mods indexed here, across every type
1mo agoLast push, which is what freshness is scored on
Apache-2.0Licence, which decides whether bodies are shown

chain

01

Nimrobo/superdense

Skill Claude CodeCodex

Inject the 3 most recent session IDs for the current workspace into the prompt before Claude responds. Use when starting work and wanting recent session context.

85 1mo ago A 31 tokens original Apache-2.0

outcome-run

02

Nimrobo/superdense

Skill Claude CodeCodex

Run one action in an outcome-loop folder. Use when the user wants to execute the outcome loop, start with Superdense reward maintenance, choose one action on a lever, create runs/ /work.md and learnings.md, or use prior outcomes to improve a real-world metric.

85 1mo ago A 62 tokens original Apache-2.0

outcome-setup

03

Nimrobo/superdense

Skill Claude CodeCodex

Set up or repair one outcome-loop folder for improving a real-world outcome. Use when the user wants to define goal.md, run.md, analytics/instrumentation, levers, target repos/accounts, or the folder contract for an outcome loop.

85 1mo ago A 54 tokens original Apache-2.0

outcome-update

04

Nimrobo/superdense

Skill Claude CodeCodex

Improve an existing outcome loop playbook from prior runs and Superdense reward evidence. Use when the user wants observer-mode analysis, macro workflow improvements, run.md updates, lever-map refinement, diagnostics improvements, or efficiency fixes for future outcome runs.

85 1mo ago A 52 tokens original Apache-2.0

superdense

05

Nimrobo/superdense

Skill Claude CodeCodex

Find & read context prior AI-agent sessions. Use when the user asks about previous or other agent runs, needs context from earlier work, wants to understand what happened, compare attempts, audit decisions/tools/errors, plan-mode behavior, or access the original session record.

85 1mo ago A 55 tokens original Apache-2.0