adaptationio/autonomous-loop
.claude/skills/autonomous-loop/SKILL.md
Main orchestration loop for autonomous coding. Use when running autonomous sessions, orchestrating feature completion, managing continuous loops, or coordinating agent lifecycle.
$ install --global
skillsauthnpx skillsauth add adaptationio/skrillz autonomous-loopInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 30, 2026, 11:25 PM57.4s5 files scanned
SKILL.md
- name:
- autonomous-loop
- description:
- Main orchestration loop for autonomous coding. Use when running autonomous sessions, orchestrating feature completion, managing continuous loops, or coordinating agent lifecycle.
- version:
- 1.0.0
- category:
- autonomous-coding
- layer:
- orchestration
Autonomous Loop
Main orchestration loop that runs continuously until all features are complete.
Quick Start
Start Autonomous Loop
from scripts.autonomous_loop import AutonomousLoop
loop = AutonomousLoop(project_dir)
result = await loop.run()
print(f"Completed: {result.features_completed}")
print(f"Sessions: {result.sessions_used}")
With Configuration
from scripts.loop_config import LoopConfig
config = LoopConfig(
max_sessions=10,
token_budget=500000,
auto_checkpoint=True
)
result = await loop.run(config)
Autonomous Loop Workflow
┌─────────────────────────────────────────────────────────────┐
│ AUTONOMOUS LOOP │
├─────────────────────────────────────────────────────────────┤
│ │
│ ┌────────────────────────────────────────────────────┐ │
│ │ INITIALIZE │ │
│ │ ├─ Detect session type (INIT vs CONTINUE) │ │
│ │ ├─ Load or create feature list │ │
│ │ └─ Initialize state tracker │ │
│ └────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────┐ │
│ │ FEATURE LOOP │ │
│ │ while (incomplete_features > 0): │ │
│ │ ├─ Select next feature │ │
│ │ ├─ Create checkpoint │ │
│ │ ├─ Implement with TDD │ │
│ │ ├─ Run E2E tests │ │
│ │ ├─ If pass: mark complete │ │
│ │ ├─ If fail: recover or rollback │ │
│ │ └─ Check context limits │ │
│ └────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────┐ │
│ │ CONTEXT CHECK │ │
│ │ if (approaching_limit): │ │
│ │ ├─ Compact context │ │
│ │ ├─ Prepare handoff │ │
│ │ └─ Request continuation │ │
│ └────────────────────────────────────────────────────┘ │
│ │ │
│ ▼ │
│ ┌────────────────────────────────────────────────────┐ │
│ │ COMPLETION │ │
│ │ ├─ Generate final report │ │
│ │ ├─ Store session memory │ │
│ │ └─ Signal completion │ │
│ └────────────────────────────────────────────────────┘ │
│ │
└─────────────────────────────────────────────────────────────┘
Loop Result
@dataclass
class LoopResult:
success: bool
features_completed: int
features_total: int
sessions_used: int
total_tokens: int
errors_recovered: int
duration_minutes: float
handoff_reason: Optional[str]
Continuation Modes
| Mode | Description | Trigger | |------|-------------|---------| | Auto | Loop continues automatically | Context limit | | Manual | User confirms continuation | Session end | | Scheduled | Runs at scheduled times | Cron trigger | | Event | Triggered by events | Git push, CI |
Integration Points
- autonomous-session-manager: Session lifecycle
- coding-agent: Feature implementation
- browser-e2e-tester: Feature verification
- error-recoverer: Handle failures
- checkpoint-manager: Safe rollback
- handoff-coordinator: Session transitions
- progress-tracker: Track and report
References
references/LOOP-LIFECYCLE.md- Loop detailsreferences/CONTINUATION-PROTOCOL.md- Continuation
Scripts
scripts/autonomous_loop.py- Main loopscripts/loop_config.py- Configurationscripts/feature_orchestrator.py- Feature flowscripts/continuation_handler.py- Continuations
Related Skills
adaptationio/ttyd-remote-terminal-wsl2
development
VerifiedTrustedCommunity
Setup secure web-based terminal access to WSL2 from mobile/tablet via ttyd + ngrok/Cloudflare/Tailscale. One-command install, start, stop, status. Use when you need remote terminal access, web terminal, browser-based shell, or mobile access to WSL2 environment.
6SKILL.mdUpdated Mar 28, 2026
adaptationio/tri-ai-collaboration
development
VerifiedTrustedCommunity
Complete development workflows where Claude writes the code while Gemini and Codex provide research, planning, reviews, and different perspectives. Claude remains the main developer. Use for complex projects requiring expert planning and multi-perspective reviews.
6SKILL.mdUpdated Mar 28, 2026
adaptationio/todo-management
development
VerifiedTrustedCommunity
Systematic progress tracking for skill development. Manages task states (pending/in_progress/completed), updates in real-time, reports progress, identifies blockers, and maintains momentum. Use when tracking skill development, coordinating work, or reporting progress.
6SKILL.mdUpdated Mar 28, 2026
adaptationio/testing-workflow
testing
VerifiedTrustedCommunity
Comprehensive testing workflow orchestrating functional testing, example validation, integration testing, and usability assessment. Sequential workflow for complete skill testing from examples through scenarios to integration validation. Use when conducting thorough testing, pre-deployment validation, ensuring skill functionality, or comprehensive quality checks.
6SKILL.mdUpdated Mar 28, 2026