ideer-daily-paper-chatbot

ideer-daily-paper-chatbot is a Literature review & citations skill for AI agents, published by AI45Lab in the iDeer repository on GitHub. Skillspace rates ideer-daily-paper-chatbot C (77/100) and it passed the safety scan; the rating is based on static analysis only.

Use iDeer as a daily paper-reading workflow for chatbot-first users such as Codex, Gemini, or ChatGPT. Keep the original iDeer paper-digest setup, source selection, history validation, email/report/ideas workflow, but replace in-repo LLM API summarization and scoring with the current chatbot session. 适用于不用单独配置 OpenAI/SiliconFlow/Ollama API key 的每日论文整理、报告、想法生成与自动化。

Grade
C
Quality
77 / 100
Safety
Passed
GitHub stars
401

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubAI45Lab/iDeer

Our review

Architecture
100 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
AGPL-3.0
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • over-broad allowed-tools ('*')
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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