Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
mono-color
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
mono-color
Best first install candidate based on install readiness and adoption.
Freshest repo
mono-color
Most recent maintenance signal among this shortlist.
| Signal | self-improve Self-improving interaction skill that learns from user corrections and steering patterns. TRIGGER THIS SKILL when any of the following occur during a session: (1) The user corrects Claude's approach 3 or more times (e.g., "no, do X instead", "that's not what I meant", "actually...", rephrasing the same request, asking to redo work, expressing dissatisfaction). (2) At periodic context checkpoints (~25%, ~50%, ~75%) — this is routine logging, not a signal to stop. Capture learnings silently and continue working on the current task without interruption. (3) The user explicitly says "learn this", "remember this preference", "improve how you work with me", or similar self-improvement triggers. Also trigger when Claude notices repeated patterns of correction across a conversation, even before hitting the 3-correction threshold, if the pattern is clear. This skill is about making Claude better at working with this specific user over time. Use it liberally — it's better to learn too often than | mono-color Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only. |
|---|---|---|
| Quality | 50/100 Needs review | 100/100 Excellent |
| Decision verdict | 49/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 30 stars Verified outcomes are shown on each skill page | 1.9K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 10, 2026 | Sep 1, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Claude Code |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects | Design and creative workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add thumperL/claude-worktrace --skill self-improve | $ npx skills add yanliudesign/mono-color-skill --skill mono-color |