Add autonomous finite-core compounding facade - #1

Open
heathsanchez wants to merge 9 commits into
mainfrom
autonomous-finite-core
Open

Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom
autonomous-finite-core

Conversation

@heathsanchez

@heathsanchezheathsanchez commented May 24, 2026

Copy link
Copy Markdown
Owner

Summary

Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.

What changed

  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.

Boundary discipline

  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.

Notes

I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:

python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3

Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

No reviews

Assignees

No one assigned

Labels

None yet

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface
, '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" + '

Skip to content
Add autonomous finite-core compounding facade - #1
Open
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Open
Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Conversation
@heathsanchez
@heathsanchezheathsanchez
commented
May 24, 2026

Copy link


Copy Markdown

Owner
Summary
Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.
What changed
  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.
Boundary discipline
  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.
Notes
I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:
python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface

, '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('^' + ".*" + '

Skip to content
Add autonomous finite-core compounding facade - #1
Open
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Open
Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Conversation
@heathsanchez
@heathsanchezheathsanchez
commented
May 24, 2026

Copy link


Copy Markdown

Owner
Summary
Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.
What changed
  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.
Boundary discipline
  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.
Notes
I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:
python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface

, '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('^' + ".*" + '

Skip to content
Add autonomous finite-core compounding facade - #1
Open
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Open
Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Conversation
@heathsanchez
@heathsanchezheathsanchez
commented
May 24, 2026

Copy link


Copy Markdown

Owner
Summary
Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.
What changed
  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.
Boundary discipline
  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.
Notes
I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:
python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface

, '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" + '

Skip to content
Add autonomous finite-core compounding facade - #1
Open
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Open
Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Conversation
@heathsanchez
@heathsanchezheathsanchez
commented
May 24, 2026

Copy link


Copy Markdown

Owner
Summary
Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.
What changed
  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.
Boundary discipline
  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.
Notes
I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:
python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface

, '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('^' + ".*" + '

Skip to content
Add autonomous finite-core compounding facade - #1
Open
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Open
Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Conversation
@heathsanchez
@heathsanchezheathsanchez
commented
May 24, 2026

Copy link


Copy Markdown

Owner
Summary
Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.
What changed
  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.
Boundary discipline
  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.
Notes
I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:
python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface

, '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('^' + ".*" + '

Skip to content
Add autonomous finite-core compounding facade - #1
Open
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Open
Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Conversation
@heathsanchez
@heathsanchezheathsanchez
commented
May 24, 2026

Copy link


Copy Markdown

Owner
Summary
Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.
What changed
  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.
Boundary discipline
  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.
Notes
I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:
python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface

, '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); }
})();
})();

Skip to content
Add autonomous finite-core compounding facade - #1
Open
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Open
Add autonomous finite-core compounding facade#1
heathsanchez wants to merge 9 commits into
mainfrom 
autonomous-finite-core
Conversation
@heathsanchez
@heathsanchezheathsanchez
commented
May 24, 2026

Copy link


Copy Markdown

Owner
Summary
Adds a small repo-native autonomous compounding facade that delegates serious recovery to the existing finite-core ETP compounding engine instead of simulating gains.
What changed
  • Adds mathgraph/autonomous_compounding_engine.py as an importable facade over the existing multi-episode finite recovery runner.
  • Adds scripts/run_autonomous_compounding_engine.py CLI.
  • Adds mathgraph/terminal_form_contract.py to keep autonomous rows aligned with the terminal-form boundary.
  • Adds mathgraph/residual_lawbook.py lightweight SQLite helpers for autonomous residual/lawbook records.
  • Adds docs and tests.
Boundary discipline
  • FALSE recovery remains finite-countermodel-backed through the existing satisfaction cache route.
  • TRUE controls remain contamination checks.
  • Failed finite search is residual evidence, never TRUE.
  • PQ-IR, route policies, residual obstructions, repair family memory, and autonomous facade rows remain advisory unless a verifier/checker boundary accepts a terminal form.
Notes
I created this via the GitHub connector, so I could inspect and commit files, but I could not run the test suite in the repo environment from here. Suggested local checks:
python -m py_compile mathgraph/terminal_form_contract.py mathgraph/residual_lawbook.py mathgraph/autonomous_compounding_engine.py scripts/run_autonomous_compounding_engine.py
python -m pytest tests/test_terminal_form_contract.py tests/test_autonomous_compounding_engine.py -q
python scripts/run_autonomous_compounding_engine.py --out-dir /tmp/mathgraph_autonomous_demo --tiny-demo --episodes 1 --sample-pairs 20 --repair-budget 4 --max-n 3
Sign up for freeto join this conversation on GitHub.
Already have an account?
Sign in to comment

Reviewers


No reviews


Assignees


No one assigned


Labels


None yet


Projects


None yet


Milestone


No milestone


Development

Successfully merging this pull request may close these issues.

2 participants

@heathsanchez@intaface