What is the Intent Resync Gate?

It is a safety mechanism that triggers if manual edits are detected outside of the HITL session, requiring a quick re-alignment of review goals before the AI presents the next chunk.

Can I resume a review session if I get interrupted?

Yes, the skill uses the --resume flag to load persisted state from your session directory, allowing you to continue the review exactly where you left off.

How does rule propagation work?

When you provide a specific improvement rule during a review, the skill normalizes it and scans the remaining queue to propose or apply similar changes automatically across the entire session.

What does HITL stand for in this skill?

HITL stands for Human-in-the-Loop, a process that integrates deliberate human judgment into automated workflows to ensure high-quality and semantically correct outputs.

Does it support documentation review?

Yes, it includes specialized logic for semantic chunking in Markdown files, ensuring that heading boundaries and link references are respected during the review process.

Interactive HITL Reviewer

Name: Interactive HITL Reviewer
Author: corca-ai

bycorca-ai

•

协作工具

Facilitates deliberate human-in-the-loop diff reviews with resumable state and context-aware chunking for high-precision code and documentation updates.

The HITL (Human-in-the-Loop) skill transforms standard automated diff reviews into an interactive, high-judgment process. It breaks down branch changes into meaningful, contextually-linked chunks, ensuring that developers can apply nuanced decisions that automated tools might miss. With features like agreement rounds for policy alignment, intent resync gates to handle out-of-band changes, and rule propagation to apply feedback across an entire session, it is an essential tool for maintaining high quality in complex pull requests and documentation refactors.

主要功能

0173 GitHub stars

02Agreement Rounds: Synchronizes high-level policy and wording decisions before starting the detailed line-by-line review.

03Context-Aware Chunking: Presents diffs with related context, line anchors, and causal analysis instead of isolated snippets.

04Rule Propagation: Captures user-defined improvement rules and automatically applies or proposes them for the remaining review queue.

05Intent Resync Gate: Detects manual edits or out-of-band changes to ensure the AI's review intent remains aligned with the latest file state.

06Resumable State: Persists review progress and session metadata, allowing developers to pause and resume work anytime.

使用场景

01Refining large-scale documentation updates to ensure consistent terminology and policy adherence across multiple files.

02Conducting high-stakes code reviews where semantic correctness and architectural alignment are critical.

03Managing complex refactors where manual oversight is needed to prevent regressions and enforce new coding standards.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add corca-ai/claude-plugins hitl

For use in Claude.ai and ChatGPT

Download Skill