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code-sentinel

Automate verified execution trace maintenance to prevent drift in semi-CRF backends.

2|1|Updated Jan 8, 2026
Search Tags:#automation#workflow#debugging#verification#drift-detection#traces#anchoring
One-click install
npx skills add https://github.com/biobenkj/flash-semicrf --skill code-sentinel-biobenkj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: code-sentinel
Source: https://github.com/biobenkj/flash-semicrf/tree/main/.claude/skills/code-sentinel
Command: npx skills add https://github.com/biobenkj/flash-semicrf --skill code-sentinel-biobenkj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Code Sentinel provides persistent execution traces ("Sentinels") to ground debugging and development workflows in flash-semicrf, preventing drift between evolving source code and planning/debugging narratives.

Core Features & Use Cases

  • Verified trace management: scaffold, verify, retrace anchors, and run the pre-commit pipeline.
  • Anchor consistency: mechanical checks against annotated anchors to detect drift.
  • Drift detection and remediation: identify and auto-update anchor line numbers or flag issues for review.
  • End-to-end workflow: links to traces, tests, and automation that reduce inadvertent misinterpretations during debugging.

Quick Start

Use the Code Sentinel CLI to verify traces, retrace anchors after changes, and run the pipeline before committing.

Frequently Asked Questions about code-sentinel

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prevent execution trace drift during debugging in semi-CRF backends?▼

To prevent execution trace drift in semi-CRF backends, you can use automated anchor verification and trace-consistency validation to detect and auto-update anchor line numbers before committing code changes.

What is the best way to maintain verified execution traces across streaming and non-streaming backends?▼

Maintaining verified execution traces across streaming and non-streaming backends requires a pipeline that scaffolds traces, performs mechanical anchor checks, and validates consistency against a git HEAD reference.

How do I automate pre-commit checks for anchor consistency in flash-semicrf workflows?▼

Automating pre-commit checks for anchor consistency involves running a CLI pipeline that validates trace-consistency and detects drift against annotated anchors before code is committed to git HEAD.

When do I need grounded code tracing for my development workflow?▼

Grounded code tracing is needed when evolving source code causes narratives and debugging plans to drift, requiring persistent Sentinels to mechanically verify anchors and remediate inconsistencies.

Can I auto-update anchor line numbers when drift is detected in my code traces?▼

Yes, when drift is detected in your code traces, the system can identify and auto-update anchor line numbers or flag the inconsistencies for manual review to ensure trace reliability.

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