Individual skill
nav-loop
Run tasks until complete with structured completion signals. Auto-invoke when user says "run until done", "keep going until complete", "iterate until finished", "loop mode", "autonomous mode".
skills/nav-loop/SKILL.md
Source commit 435dd4b2d0c7c52cfa06f660d3d2e2564b7fd45e
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 355
- Repository last updated
- Nov 6, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-assistant Repository topic
- ai-tools Repository topic
- anthropic Repository topic
- claude Repository topic
- claude-code Repository topic
- context-engineering Repository topic
- developer-tools Repository topic
- llm Repository topic
- plugin Repository topic
- productivity Repository topic
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 19,557 bytesSKILL.mdcore · 19,557 bytesSKILL.mdcore · 19,557 bytesSKILL.mdcore · 19,557 bytesSKILL.mdcore · 19,557 bytesSKILL.mdcore · 19,557 bytesfunctions/exit_gate.pyruns · 4,743 bytesfunctions/phase_detector.pyruns · 5,971 bytesfunctions/stagnation_detector.pyruns · 6,509 bytesfunctions/status_generator.pyruns · 4,586 bytesfunctions/test_exit_gate.pyruns · 9,436 bytesfunctions/test_phase_detector.pyruns · 9,517 bytesfunctions/test_stagnation_detector.pyruns · 10,325 bytesfunctions/test_status_generator.pyruns · 10,895 bytes
Read excerpt
# Navigator Loop Skill
Execute tasks iteratively until completion with structured signals, stagnation detection, and dual-condition exit gates.
## Why This Exists
Traditional AI coding requires manual "keep going" prompts. Navigator Loop provides:
- **Structured completion signals** (NAVIGATOR_STATUS block)
- **Dual-condition exit gate** (heuristics + explicit signal)
- **Stagnation detection** (circuit breaker for stuck loops)
- **Progress visibility** (phases: INIT → RESEARCH → IMPL → VERIFY → COMPLETE)
Based on Ralph's autonomous loop innovations, adapted for Navigator's context-efficient architecture.
