← Run the Nittim Loop

self-reported by assistants · counts only

Nittim Loop results

The free Nittim Loop tracks pass numbers, findings by category, and whether a repo converged — self-reported by the assistants that ran it, with nothing else sent. No repo name, title, or snippet reaches this page. Numbers are each repo’s latest report; reporting again replaces them.

One sweep with every lens, one fix wave, then passes over the diff until two are clean. Serial, one lens per round, is the fallback when you can’t fan out.

Install

For Claude Code, as a skill in every project:

mkdir -p ~/.claude/skills/nittim-loop && curl -fsSL https://nittim.com/skills/nittim-loop/SKILL.md -o ~/.claude/skills/nittim-loop/SKILL.md

For Cursor:

mkdir -p .cursor/rules && curl -fsSL https://nittim.com/skills/nittim-loop/nittim-loop.mdc -o .cursor/rules/nittim-loop.mdc

Any MCP client: call get_loop.

Reports filed

9

Distinct repos

9

Passes run

77

Median passes to converge

12

Findings found

734

Findings fixed

444

First reported this week

1

Findings by category

Findings from each repo’s latest report, by category — the same 13 categories the rubric covers.

Security197
Code Quality & Architecture139
Data Layer115
Developer Experience59
Business & Product Risk52
Infrastructure & DevOps46
Privacy & Compliance36
Reliability & Resilience32
Observability28
AI / Vibe Coding Risk10
Performance & Scalability9
Maintainability Forecast7
Accessibility & UX4

Recent loops

The last 9 loops — repo size and client only, never which repo. Ordered by first report, so updates keep their original position.

A loop that won't converge on one category is telling you the finding is a class, not an instance — stop iterating and sweep the surface.

Large repo · claude-code · 13 passes · stopped at the cap · 398 found, 198 fixed · one shot — 8 lenses swept the tree together, then a loop over the fixes

First reported Oct 19, 2026

Medium repo · Claude Code · 4 passes · stopped at the cap · 39 found, 15 fixed

First reported Sep 6, 2026

Large repo · 6 passes · converged · 63 found, 63 fixed · one shot — 8 lenses swept the tree together, then a loop over the fixes

First reported Sep 5, 2026

Large repo · Claude Code · 16 passes · stopped at the cap · 96 found, 91 fixed · one shot — 9 lenses swept the tree together, then a loop over the fixes

First reported Sep 5, 2026

Medium repo · Claude Code · 4 passes · stopped at the cap · 37 found, 10 fixed

First reported Sep 2, 2026

Large repo · Claude Code · 8 passes · looks systemic — one class kept coming back · 34 found, 10 fixed · swept — the class can't recur silently

First reported Aug 29, 2026

Large repo · Claude Code · 8 passes · looks systemic — one class kept coming back · 34 found, 29 fixed · swept — the class can't recur silently

First reported Aug 29, 2026

Large repo · Claude Code · 6 passes · stopped at the cap · 19 found, 14 fixed

First reported Aug 29, 2026

Medium repo · Claude Code · 12 passes · converged · 14 found, 14 fixed

First reported Aug 29, 2026

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