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2026-05-24 18:24:48 +00:00
parent 2e05edc399
commit c42d541828
3 changed files with 99 additions and 138 deletions
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README.md
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@@ -5,7 +5,9 @@
*Train agent skills like you train neural networks — with epochs, learning rates, and validation gates — but without touching model weights.*
[Project page](https://microsoft.github.io/SkillOpt/) · [Paper](https://microsoft.github.io/SkillOpt/#paper) · [Project video](https://youtu.be/JUBMDTCiM0M)
[![Project Page](https://img.shields.io/badge/Project%20Page-SkillOpt-8dbb3c?style=for-the-badge&labelColor=4c4c4c)](https://microsoft.github.io/SkillOpt/)
[![Paper](https://img.shields.io/badge/Paper-Coming%20Soon-b31b1b?style=for-the-badge&labelColor=4c4c4c)](https://microsoft.github.io/SkillOpt/#citation)
[![Project Video](https://img.shields.io/badge/Project%20Video-YouTube-ff0000?style=for-the-badge&labelColor=4c4c4c)](https://youtu.be/JUBMDTCiM0M)
[![SkillOpt project video](https://img.youtube.com/vi/JUBMDTCiM0M/maxresdefault.jpg)](https://youtu.be/JUBMDTCiM0M)
@@ -417,4 +419,3 @@ For SWEBench, you also need a working Docker environment plus the SWE-bench harn
year={2026}
}
```
index.html
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@@ -186,6 +186,7 @@
display: inline-flex;
align-items: center;
justify-content: center;
gap: 8px;
min-height: 42px;
padding: 10px 15px;
font-family: var(--mono);
@@ -219,6 +220,27 @@
border-color: var(--gold);
}
.button-icon {
width: 16px;
height: 16px;
flex: 0 0 auto;
fill: currentColor;
}
.button-icon-mark {
display: inline-grid;
place-items: center;
min-width: 30px;
height: 16px;
padding: 0 3px;
border: 1px solid currentColor;
border-radius: 3px;
font-size: 0.52rem;
font-weight: 800;
line-height: 1;
text-transform: none;
}
.hero-ledger {
position: relative;
overflow: hidden;
@@ -1184,14 +1206,6 @@
font-size: 0.92rem;
}
.resource-panel {
display: grid;
grid-template-columns: minmax(0, 0.75fr) minmax(280px, 0.55fr);
gap: 18px;
align-items: stretch;
}
.resource-card,
.citation-panel {
padding: 22px;
background: rgba(255, 255, 255, 0.72);
@@ -1199,7 +1213,6 @@
border-radius: 8px;
}
.resource-card h3,
.citation-panel h3 {
margin: 0 0 10px;
font-family: var(--display);
@@ -1207,41 +1220,12 @@
line-height: 1.05;
}
.resource-card p,
.citation-panel p {
margin: 0;
color: var(--muted);
line-height: 1.55;
}
.resource-links {
display: flex;
flex-wrap: wrap;
gap: 10px;
margin-top: 18px;
}
.resource-link {
display: inline-flex;
align-items: center;
min-height: 38px;
padding: 8px 12px;
color: var(--ink);
background: var(--paper);
border: 1px solid var(--line-strong);
border-radius: 6px;
font-family: var(--mono);
font-size: 0.76rem;
font-weight: 700;
text-decoration: none;
}
.resource-link.primary {
color: #f8faf7;
background: var(--black);
border-color: var(--black);
}
.citation-box {
overflow-x: auto;
margin: 16px 0 0;
@@ -1299,7 +1283,6 @@
.manifesto,
.teaser-heading,
.section-header,
.resource-panel,
.evolution-shell {
grid-template-columns: 1fr;
}
@@ -1421,7 +1404,6 @@
<a href="#ablations">Ablations</a>
<a href="#evolution">Evolution</a>
<a href="#transfer">Transfer</a>
<a href="#paper">Paper</a>
<a href="#citation">Citation</a>
<a href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code</a>
</nav>
@@ -1442,8 +1424,22 @@
<a class="button primary" href="#idea">Core Idea</a>
<a class="button secondary" href="#method">Method</a>
<a class="button secondary" href="#results">View Results</a>
<a class="button tertiary" href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code Repo</a>
<a class="button secondary" href="#paper">Paper</a>
<a class="button tertiary" href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">
<svg class="button-icon" viewBox="0 0 16 16" aria-hidden="true">
<path d="M8 0C3.58 0 0 3.67 0 8.2c0 3.62 2.29 6.69 5.47 7.78.4.08.55-.18.55-.4 0-.2-.01-.86-.01-1.56-2.01.38-2.53-.5-2.69-.95-.09-.23-.48-.95-.82-1.14-.28-.15-.68-.52-.01-.53.63-.01 1.08.59 1.23.83.72 1.24 1.87.89 2.33.68.07-.53.28-.89.51-1.09-1.78-.21-3.64-.91-3.64-4.03 0-.89.31-1.62.82-2.19-.08-.21-.36-1.04.08-2.16 0 0 .67-.22 2.2.84A7.42 7.42 0 0 1 8 4.01c.68 0 1.36.09 2 .27 1.53-1.06 2.2-.84 2.2-.84.44 1.12.16 1.95.08 2.16.51.57.82 1.3.82 2.19 0 3.13-1.87 3.82-3.65 4.03.29.26.54.75.54 1.51 0 1.09-.01 1.97-.01 2.24 0 .22.15.48.55.4A8.1 8.1 0 0 0 16 8.2C16 3.67 12.42 0 8 0Z"/>
</svg>
Code Repo
</a>
<a class="button secondary" href="#citation" aria-label="Paper placeholder">
<span class="button-icon-mark" aria-hidden="true">arXiv</span>
Paper
</a>
<a class="button secondary" href="https://youtu.be/JUBMDTCiM0M" target="_blank" rel="noopener">
<svg class="button-icon" viewBox="0 0 16 16" aria-hidden="true">
<path d="M14.7 4.1a1.9 1.9 0 0 0-1.34-1.34C12.18 2.44 8 2.44 8 2.44s-4.18 0-5.36.32A1.9 1.9 0 0 0 1.3 4.1 19.8 19.8 0 0 0 .99 7.75c0 1.28.11 2.55.31 3.65a1.9 1.9 0 0 0 1.34 1.34c1.18.32 5.36.32 5.36.32s4.18 0 5.36-.32a1.9 1.9 0 0 0 1.34-1.34c.2-1.1.31-2.37.31-3.65 0-1.28-.11-2.55-.31-3.65ZM6.6 10.04V5.46l3.9 2.29-3.9 2.29Z"/>
</svg>
Video
</a>
</div>
</div>
@@ -2025,35 +2021,20 @@
</div>
</section>
<section class="section" id="paper">
<section class="section" id="citation">
<div class="section-header">
<div class="section-eyebrow">07 / Links</div>
<div class="section-eyebrow">07 / Citation</div>
<div>
<h2>Paper, code, and citation.</h2>
<h2>Citation.</h2>
<p class="section-lede">
The code repository is public. The paper link is reserved here and will
be replaced with the final preprint URL.
The final paper link and BibTeX will be updated when the preprint is available.
</p>
</div>
</div>
<div class="resource-panel">
<article class="resource-card">
<h3>Project resources</h3>
<p>
Use the repository for code and this page section as the temporary paper target
until the final paper URL is available.
</p>
<div class="resource-links" aria-label="Project resource links">
<a class="resource-link primary" href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code repository</a>
<a class="resource-link" href="#paper">Paper placeholder</a>
<a class="resource-link" href="https://youtu.be/JUBMDTCiM0M" target="_blank" rel="noopener">Project video</a>
</div>
</article>
<article class="citation-panel" id="citation">
<h3>Citation</h3>
<p>Use this placeholder BibTeX until the camera-ready citation is available.</p>
<article class="citation-panel">
<h3>BibTeX placeholder</h3>
<p>Use this placeholder until the camera-ready citation is available.</p>
<pre class="citation-box"><code>@misc{skillopt2026,
title = {SkillOpt: Executive Strategy for Self-Evolving Agent Skills},
author = {SkillOpt Authors},
@@ -2062,12 +2043,11 @@
url = {https://microsoft.github.io/SkillOpt/}
}</code></pre>
</article>
</div>
</section>
<footer class="footer">
<span>SkillOpt: Executive Strategy for Self-Evolving Agent Skills</span>
<span><a href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code</a> / <a href="#paper">Paper</a> / <a href="#citation">Citation</a></span>
<span><a href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code</a> / <a href="#citation">Citation</a></span>
</footer>
</main>
<script>
skillopt.html
+46 -66
View File
@@ -186,6 +186,7 @@
display: inline-flex;
align-items: center;
justify-content: center;
gap: 8px;
min-height: 42px;
padding: 10px 15px;
font-family: var(--mono);
@@ -219,6 +220,27 @@
border-color: var(--gold);
}
.button-icon {
width: 16px;
height: 16px;
flex: 0 0 auto;
fill: currentColor;
}
.button-icon-mark {
display: inline-grid;
place-items: center;
min-width: 30px;
height: 16px;
padding: 0 3px;
border: 1px solid currentColor;
border-radius: 3px;
font-size: 0.52rem;
font-weight: 800;
line-height: 1;
text-transform: none;
}
.hero-ledger {
position: relative;
overflow: hidden;
@@ -1184,14 +1206,6 @@
font-size: 0.92rem;
}
.resource-panel {
display: grid;
grid-template-columns: minmax(0, 0.75fr) minmax(280px, 0.55fr);
gap: 18px;
align-items: stretch;
}
.resource-card,
.citation-panel {
padding: 22px;
background: rgba(255, 255, 255, 0.72);
@@ -1199,7 +1213,6 @@
border-radius: 8px;
}
.resource-card h3,
.citation-panel h3 {
margin: 0 0 10px;
font-family: var(--display);
@@ -1207,41 +1220,12 @@
line-height: 1.05;
}
.resource-card p,
.citation-panel p {
margin: 0;
color: var(--muted);
line-height: 1.55;
}
.resource-links {
display: flex;
flex-wrap: wrap;
gap: 10px;
margin-top: 18px;
}
.resource-link {
display: inline-flex;
align-items: center;
min-height: 38px;
padding: 8px 12px;
color: var(--ink);
background: var(--paper);
border: 1px solid var(--line-strong);
border-radius: 6px;
font-family: var(--mono);
font-size: 0.76rem;
font-weight: 700;
text-decoration: none;
}
.resource-link.primary {
color: #f8faf7;
background: var(--black);
border-color: var(--black);
}
.citation-box {
overflow-x: auto;
margin: 16px 0 0;
@@ -1299,7 +1283,6 @@
.manifesto,
.teaser-heading,
.section-header,
.resource-panel,
.evolution-shell {
grid-template-columns: 1fr;
}
@@ -1421,7 +1404,6 @@
<a href="#ablations">Ablations</a>
<a href="#evolution">Evolution</a>
<a href="#transfer">Transfer</a>
<a href="#paper">Paper</a>
<a href="#citation">Citation</a>
<a href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code</a>
</nav>
@@ -1442,8 +1424,22 @@
<a class="button primary" href="#idea">Core Idea</a>
<a class="button secondary" href="#method">Method</a>
<a class="button secondary" href="#results">View Results</a>
<a class="button tertiary" href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code Repo</a>
<a class="button secondary" href="#paper">Paper</a>
<a class="button tertiary" href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">
<svg class="button-icon" viewBox="0 0 16 16" aria-hidden="true">
<path d="M8 0C3.58 0 0 3.67 0 8.2c0 3.62 2.29 6.69 5.47 7.78.4.08.55-.18.55-.4 0-.2-.01-.86-.01-1.56-2.01.38-2.53-.5-2.69-.95-.09-.23-.48-.95-.82-1.14-.28-.15-.68-.52-.01-.53.63-.01 1.08.59 1.23.83.72 1.24 1.87.89 2.33.68.07-.53.28-.89.51-1.09-1.78-.21-3.64-.91-3.64-4.03 0-.89.31-1.62.82-2.19-.08-.21-.36-1.04.08-2.16 0 0 .67-.22 2.2.84A7.42 7.42 0 0 1 8 4.01c.68 0 1.36.09 2 .27 1.53-1.06 2.2-.84 2.2-.84.44 1.12.16 1.95.08 2.16.51.57.82 1.3.82 2.19 0 3.13-1.87 3.82-3.65 4.03.29.26.54.75.54 1.51 0 1.09-.01 1.97-.01 2.24 0 .22.15.48.55.4A8.1 8.1 0 0 0 16 8.2C16 3.67 12.42 0 8 0Z"/>
</svg>
Code Repo
</a>
<a class="button secondary" href="#citation" aria-label="Paper placeholder">
<span class="button-icon-mark" aria-hidden="true">arXiv</span>
Paper
</a>
<a class="button secondary" href="https://youtu.be/JUBMDTCiM0M" target="_blank" rel="noopener">
<svg class="button-icon" viewBox="0 0 16 16" aria-hidden="true">
<path d="M14.7 4.1a1.9 1.9 0 0 0-1.34-1.34C12.18 2.44 8 2.44 8 2.44s-4.18 0-5.36.32A1.9 1.9 0 0 0 1.3 4.1 19.8 19.8 0 0 0 .99 7.75c0 1.28.11 2.55.31 3.65a1.9 1.9 0 0 0 1.34 1.34c1.18.32 5.36.32 5.36.32s4.18 0 5.36-.32a1.9 1.9 0 0 0 1.34-1.34c.2-1.1.31-2.37.31-3.65 0-1.28-.11-2.55-.31-3.65ZM6.6 10.04V5.46l3.9 2.29-3.9 2.29Z"/>
</svg>
Video
</a>
</div>
</div>
@@ -2025,35 +2021,20 @@
</div>
</section>
<section class="section" id="paper">
<section class="section" id="citation">
<div class="section-header">
<div class="section-eyebrow">07 / Links</div>
<div class="section-eyebrow">07 / Citation</div>
<div>
<h2>Paper, code, and citation.</h2>
<h2>Citation.</h2>
<p class="section-lede">
The code repository is public. The paper link is reserved here and will
be replaced with the final preprint URL.
The final paper link and BibTeX will be updated when the preprint is available.
</p>
</div>
</div>
<div class="resource-panel">
<article class="resource-card">
<h3>Project resources</h3>
<p>
Use the repository for code and this page section as the temporary paper target
until the final paper URL is available.
</p>
<div class="resource-links" aria-label="Project resource links">
<a class="resource-link primary" href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code repository</a>
<a class="resource-link" href="#paper">Paper placeholder</a>
<a class="resource-link" href="https://youtu.be/JUBMDTCiM0M" target="_blank" rel="noopener">Project video</a>
</div>
</article>
<article class="citation-panel" id="citation">
<h3>Citation</h3>
<p>Use this placeholder BibTeX until the camera-ready citation is available.</p>
<article class="citation-panel">
<h3>BibTeX placeholder</h3>
<p>Use this placeholder until the camera-ready citation is available.</p>
<pre class="citation-box"><code>@misc{skillopt2026,
title = {SkillOpt: Executive Strategy for Self-Evolving Agent Skills},
author = {SkillOpt Authors},
@@ -2062,12 +2043,11 @@
url = {https://microsoft.github.io/SkillOpt/}
}</code></pre>
</article>
</div>
</section>
<footer class="footer">
<span>SkillOpt: Executive Strategy for Self-Evolving Agent Skills</span>
<span><a href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code</a> / <a href="#paper">Paper</a> / <a href="#citation">Citation</a></span>
<span><a href="https://github.com/microsoft/SkillOpt" target="_blank" rel="noopener">Code</a> / <a href="#citation">Citation</a></span>
</footer>
</main>
<script>