Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 1 skill

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Decision summary

modlens is the strongest overall pick here because it has a 93/100 readiness score and fits Research agents.

Strongest overall

modlens

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

modlens

Best first install candidate based on install readiness and adoption.

Freshest repo

modlens

Most recent maintenance signal among this shortlist.

Signalmodlens

Plug-in vision for text-only models. Hard rule: when a file path or URL with an image extension (.png, .jpg, .jpeg, .webp, .gif, .heic, .heif) appears anywhere in the conversation (typed by the user, injected as a `[Image: source: <path>]` line, or inside a tag) and you cannot see that image's content, run this skill on it before any other approach: no self-built OCR, no PIL, no tesseract. Also triggers on pasted-image placeholders such as `[Image #1]` and `[Unsupported Image]`. If you can actually see the image, do not use this skill. When unsure, run `modlens guard` before the first read of a session: a deny verdict means the active model has native vision and must read the image itself. Runs the modlens CLI to convert the image into structured JSON evidence: every word transcribed, layout regions, semantics, visual clues. Also use when the user asks how to install, configure, or switch modlens providers (Gemini API key, OpenAI-compatible endpoints, Claude API or Claude Code CLI).

Quality
82/100
Strong
Decision verdict
93/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption3.3K stars
Verified outcomes are shown on each skill page
FreshnessAug 19, 2026
Use-case fit
Workflow fit
Platform hintsClaude Code, OpenAI Agents
WarningsThe SKILL.md excerpt appears truncated mid-sentence in the 'Failures' section; ensure the full file is complete and not malformed. · No OpenAgentSkill engagement data yet
Best forResearch agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · production agents without a repository review
OpenAgentSkill engagement0 views
0 install copies
Install
$ npx skills add liustack/modlens --skill modlens