// OWNER · Imbad0202 · REPO SNAPSHOT
Imbad0202
Academic Research Skills for Claude Code: research → write → review → revise → finalize
//STAR HISTORY · 12M
GitHub repository claiming academic research skill templates.
Single-source signal from GitHub rank 17 with an anomalously high raw score (13.8B), suggesting a data pipeline artifact rather than organic developer traction. No cross-source confirmation exists across HN, X, Reddit, Dev.to, Bluesky, or Product Hunt.
Why now: Likely surfaced by a data pipeline anomaly or star manipulation campaign; no organic event detected.
- Only GitHub source active; 7 of 8 weighted sources show zero signal
- Raw score 13,824,215,409 is 10+ orders of magnitude beyond typical repo scores, indicating parsing or ingestion bug
- Pool context shows 157/200 entities are single_source — this is baseline noise, not signal
- No HN, X, Reddit, Dev.to, Bluesky, or Product Hunt presence despite 0.25-0.74 combined weight
- Repository name pattern 'username/skill-name' resembles template/fork spam common in low-quality signal pools
Considerations: The extreme raw score could theoretically reflect a massive but invisible event (private API usage, Chinese social platform not in pipeline), but absence across all Western developer channels makes this implausible. More likely: star-botting, a fork chain artifact, or score calculation overflow.
EMERGING SIGNAL · Ignore: Blacklist score pattern for debugging; do not allocate analyst time without 2+ additional source confirmations.
Methodology: synthesized from this project's own documentation, live GitHub data, third-party coverage, and multi-platform signal convergence — by AISO.tools.
// RELATED REPOS · CROSS-SOURCE OVERLAP
▌ FAQ · answers from the data spine
What is Imbad0202/academic-research-skills?
Who maintains academic-research-skills?
What language is academic-research-skills written in?
When was academic-research-skills created? When was the last update?
How do I install academic-research-skills?
git clone https://github.com/Imbad0202/academic-research-skills.gitThen follow the README in the cloned directory.
//COMMENTS · 0
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