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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

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Monarch Castle Technologies - Intelligent Defense & Finance Platform

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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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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

About

Monarch Castle Technologies - Intelligent Defense & Finance Platform

Resources

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

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Packages

Used by

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Languages

, '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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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

About

Monarch Castle Technologies - Intelligent Defense & Finance Platform

Resources

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

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Packages

Used by

Contributors

Languages

, '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

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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

About

Monarch Castle Technologies - Intelligent Defense & Finance Platform

Resources

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, '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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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

About

Monarch Castle Technologies - Intelligent Defense & Finance Platform

Resources

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, '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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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

About

Monarch Castle Technologies - Intelligent Defense & Finance Platform

Resources

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Used by

Contributors

Languages

, '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

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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

About

Monarch Castle Technologies - Intelligent Defense & Finance Platform

Resources

Contributing

Security policy

Stars

0 stars

Watchers

0 watching

Forks

Releases

Packages

Used by

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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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Monarch Castle Technologies — SRTI

This repository's public GitHub Pages product is SRTI-004, the Sahel Region Threat Index: a static, transparent monitor of public security reporting about Mali, Niger, and Burkina Faso.

SRTI is a deterministic triage heuristic. It is not a verified event database, incident count, probability forecast, or military assessment. Every displayed evidence item links to its publisher.

Run locally

python -m pip install -r "Sahel Region Threat Index (SRTI)/requirements.txt"
python "Sahel Region Threat Index (SRTI)/sahel_watch.py"
python -c "import generate_pages as gp; gp.generate_srti_page()"
python scripts/validate_srti.py
python scripts/build_pages.py

Serve .pages-artifact to test the exact deployable output:

python -m http.server 8000 --directory .pages-artifact

Publication contract

  • Inputs: public RSS feeds with public HTML fallback. No API account, key, email, or operator login.
  • Window: publisher-dated items from the previous 72 hours. Undated items do not affect the score.
  • Scoring: complete-term keyword hits, source weights, and recency decay; fixed 0–100 composite.
  • Gate: minimum responding-source, dated-item, and target-country coverage. Failure exits without replacing the accepted snapshot, history, event log, or site.
  • Deployment: tests, data validation, minimal-artifact build, pre-deploy HTTP check, GitHub Pages deployment, post-deploy HTTP check.

The hourly workflow uses only the repository-scoped GitHub Actions token to commit accepted public snapshots and deploy Pages. It requires no third-party secrets.

Relevant paths

  • Sahel Region Threat Index (SRTI)/sahel_watch.py — collector, scoring, and quality gate.
  • generate_pages.py — pre-rendered operator page.
  • data/srti_latest.json — current accepted snapshot and provenance.
  • data/srti_history.json — accepted snapshot history.
  • scripts/validate_srti.py — fail-closed data and page contract.
  • scripts/smoke_pages.py — pre/post-deploy HTTP health check.
  • .github/workflows/ — verified update and deployment automation.

Other directories are retained research prototypes and are not represented as active capabilities on the public SRTI page.

Informational use only. Verify linked reporting before use; not financial or military advice.

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