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Improve

Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.

improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.

Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.

Use improve

Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.

Read the contract

  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.

improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.

Verify

Run the local scenario suite:

python3 -m unittest discover -s tests -v

Structural conformance is checked externally from a Workbench checkout:

python3 -m conformance.v0_1_0 /path/to/improve

Status

improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.

License

MIT © Lightfast

About

Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.

Resources

Readme
MIT license

Code of conduct

Code of conduct

Contributing

Contributing

Security policy

Security policy
Activity
Custom properties

Stars

0 stars

Watchers

0 watching

Forks

0 forks
Report repository

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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Repository files navigation
Improve
Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.
improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.
Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.
Use improve
Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.
Read the contract
  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.
improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.
Verify
Run the local scenario suite:
python3 -m unittest discover -s tests -v
Structural conformance is checked externally from a Workbench checkout:
python3 -m conformance.v0_1_0 /path/to/improve
Status
improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.
License
MIT © Lightfast
About
Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Repository files navigation
Improve
Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.
improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.
Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.
Use improve
Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.
Read the contract
  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.
improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.
Verify
Run the local scenario suite:
python3 -m unittest discover -s tests -v
Structural conformance is checked externally from a Workbench checkout:
python3 -m conformance.v0_1_0 /path/to/improve
Status
improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.
License
MIT © Lightfast
About
Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
Packages
Contributors
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Repository files navigation
Improve
Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.
improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.
Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.
Use improve
Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.
Read the contract
  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.
improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.
Verify
Run the local scenario suite:
python3 -m unittest discover -s tests -v
Structural conformance is checked externally from a Workbench checkout:
python3 -m conformance.v0_1_0 /path/to/improve
Status
improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.
License
MIT © Lightfast
About
Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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CONTEXT.md
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Repository files navigation
Improve
Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.
improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.
Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.
Use improve
Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.
Read the contract
  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.
improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.
Verify
Run the local scenario suite:
python3 -m unittest discover -s tests -v
Structural conformance is checked externally from a Workbench checkout:
python3 -m conformance.v0_1_0 /path/to/improve
Status
improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.
License
MIT © Lightfast
About
Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Repository files navigation
Improve
Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.
improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.
Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.
Use improve
Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.
Read the contract
  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.
improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.
Verify
Run the local scenario suite:
python3 -m unittest discover -s tests -v
Structural conformance is checked externally from a Workbench checkout:
python3 -m conformance.v0_1_0 /path/to/improve
Status
improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.
License
MIT © Lightfast
About
Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
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Contributors
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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AGENTS.md
AGENTS.md
CONTEXT.md
CONTEXT.md
LICENSE
LICENSE
README.md
README.md
Repository files navigation
Improve
Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.
improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.
Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.
Use improve
Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.
Read the contract
  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.
improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.
Verify
Run the local scenario suite:
python3 -m unittest discover -s tests -v
Structural conformance is checked externally from a Workbench checkout:
python3 -m conformance.v0_1_0 /path/to/improve
Status
improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.
License
MIT © Lightfast
About
Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.
Resources
Readme
MIT license
Code of conduct
Code of conduct
Contributing
Contributing
Security policy
Security policy
Activity
Custom properties
Stars
0 stars
Watchers
0 watching
Forks
0 forks
Report repository
Releases
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Contributors
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, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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Improve
Turn bounded evidence about an Orchestrator into an authority-correct finding or improvement.
improve is a standalone Codex Orchestrator that owns one bounded request to evaluate an exact target Orchestrator Revision. It can coordinate real, historical, synthetic, or disposable-fixture trials while every Target Project retains its instructions, work state, approvals, and native evidence.
Improvement means reaching the disposition justified by the evidence and authorized by the request—not merely finding something to change. improve preserves adverse and no-change results, isolates uncertain causality, and changes an owning repository only under explicit authority.
Use improve
Start a Codex task from an exact revision of this repository and describe the improvement question, exact target Orchestrator Revision, bounded trials, Target Scope, evidence destinations, resource limits, and strongest allowed disposition.
Read the contract
  • Architecture — purpose, outcomes, planning, findings, and terminal conditions.
  • Authority — accepted requests, Target Scope, effects, dispositions, and evidence.
  • Recovery — reconciliation, interruption, duplicate prevention, contradiction, and resumption.
  • Scenarios — reviewable traces that pressure-test the contract.
improve runs independently. The lightfastai/orchestrator Workbench designs and evaluates exact revisions but is never consulted at runtime.
Verify
Run the local scenario suite:
python3 -m unittest discover -s tests -v
Structural conformance is checked externally from a Workbench checkout:
python3 -m conformance.v0_1_0 /path/to/improve
Status
improve implements Orchestrator Standard 0.1.0. Its revision evaluations establish structural conformance and synthetic scenario coverage; real campaign traces will drive future revisions.
License
MIT © Lightfast
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Evidence-driven Codex Orchestrator for improving exact Orchestrator Revisions through bounded trials.
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