Score breakdown
Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.
Why it matters
Useful for teams that already rely on coding agents but want a stricter, reusable workflow layer that reduces sloppy claims of completion and keeps risky code changes grounded in real verification.
Who should use it
Who should skip it
Skip GanyuanRan/Aegis if the source repository or demo is inactive, unmaintained, or no longer matches the description shown here.
About this signal
GanyuanRan/Aegis is tracked by RepoRadar as a agent workflow in the Developer Tools section. It was first seen on 2026-06-28 and last updated on 2026-06-28. The current verdict is 'try now' with a Gold tier and moderate setup difficulty. Across RepoRadar's eight signals, GanyuanRan/Aegis is strongest on workflow potential (9.7) and open-source/build quality (8.4) and weakest on momentum (6.0) — a profile worth weighing against your own priorities. This page summarizes the evidence RepoRadar has captured from captured source metadata. The score, tier, risk label, and verdict on this page are never influenced by sponsorship, ads, or tips — they reflect only the usefulness, popularity, novelty, momentum, maturity, and evidence signals described in the RepoRadar methodology.
How this item is evaluated
RepoRadar assigned GanyuanRan/Aegis a composite score of 8.2 out of 10, placing it in the Gold tier. This score combines weighted sub-signals: usefulness (35%), novelty (18%), momentum (14%), maturity (10%), open-source/build quality (7%), evidence quality (6%), workflow potential (6%), and setup ease (4%). Popularity is tracked separately at 1.0 and never affects the composite score or tier. The risk label of 'conditional' reflects inherent user-impacting hazards, not generic novelty. Items with no risk flag may still require normal code review before production use.
Putting this into practice? Read How to vet an AI agent or MCP server before you wire it in for the checklist behind this score.
Risk explanation
Installing it writes global method-pack files and config into whichever coding-agent host you target, so test it on one host profile first before rolling it across shared workstations; Several supported hosts still list release-level smoke evidence as pending in the repo docs, so verify the exact host guide and doctor output before treating its routing rules as production-ready.