Use “Hugging Face model repo readiness brief” in Recued. It provides a read-only Hugging Face model repository review workflow.

How it works 21 steps

Inspect the data fetches, transforms, gates, and output this recipe runs.

Process (21 steps)

■ normalized_namespace trim

Trim whitespace from setting namespace

■ normalized_repo trim

Trim whitespace from setting repo

■ normalized_rev trim

Trim whitespace from setting rev

■ normalized_path trim

Trim whitespace from setting path

◆ refs recued-core.huggingface.model.ref.search

Search model ref on huggingface

◆ commits_raw recued-core.huggingface.model.commit.search

Search model commit on huggingface

◆ scan recued-core.huggingface.model.scan.read

Read model scan on huggingface

◆ tree_raw recued-core.huggingface.model.tree.search

Search model tree on huggingface

◆ discussions_raw recued-core.huggingface.discussion.search

Search discussion on huggingface

■ defaults defaults

Apply defaults

■ commit_count count

Count items in commits

■ tree_entry_count count

Count items in tree entries

■ discussion_count count

Count items in discussions

✦ summarize core.ai.summarize

AI generates a concise summary

■ commit_rows slice

Take a subset of

■ tree_rows slice

Take a subset of

■ discussion_rows slice

Take a subset of

■ commit_table to_table

Format results as a data table

■ tree_table to_table

Format results as a data table

■ discussion_table to_table

Format results as a data table

■ card to_summary

Format results as a summary card

▼

Output

summary card

table commit_table

table tree_table

table discussion_table

Settings 8 configurable

Configurable at install. Defaults shown — change them anytime in Recued.

rev setting = main

path setting = README.md

repo setting =

focus setting = Summarize this model repository's release readiness. Cover refs, recent commit activity, security scan status, selected tree metadata, open discussions, and risks or next steps visible in the Hugging Face data. Do not invent facts outside the API responses.

namespace setting =

row limit setting = 12

max length setting = 1000

discussion status setting = open