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AGENTS.md: add function naming convention - #66997

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AGENTS.md: add function naming convention#66997
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Adds a coding-standards bullet instructing agents to name functions and
methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes
rather than callables. Predicates (is_, has_) are noted as the
one accepted exception.

Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.

Was generative AI tooling used to co-author this PR?
  • Yes — Claude Code (Sonnet 4.6)

Generated-by: Claude Code (Sonnet 4.6) following the guidelines

@shahar1
shahar1 merged commit f500368 into apache:mainMay 15, 2026
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@shahar1
shahar1 deleted the agents-md-function-naming branch May 15, 2026 16:01
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var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
AGENTS.md: add function naming convention by shahar1 · Pull Request #66997 · apache/airflow · GitHub
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AGENTS.md: add function naming convention - #66997
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shahar1 merged 1 commit into
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shahar1:agents-md-function-naming
May 15, 2026
Merged
AGENTS.md: add function naming convention#66997
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
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Adds a coding-standards bullet instructing agents to name functions and

methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes

rather than callables. Predicates (is_, has_) are noted as the

one accepted exception.
Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.
Was generative AI tooling used to co-author this PR?
  •  Yes — Claude Code (Sonnet 4.6)
Generated-by: Claude Code (Sonnet 4.6) following the guidelines
@shahar1
shahar1
merged commit f500368
into
apache:mainMay 15, 2026

64 checks passed

@shahar1
shahar1
deleted the

agents-md-function-naming

branch
May 15, 2026 16:01
@potiuk
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@choo121600choo121600choo121600 approved these changes
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, 'i');
if (__m === '*' || __re.test(location.href)) {
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style.textContent = '
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color-scheme: dark light;
}
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
AGENTS.md: add function naming convention by shahar1 · Pull Request #66997 · apache/airflow · GitHub
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AGENTS.md: add function naming convention - #66997
Merged
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
May 15, 2026
Merged
AGENTS.md: add function naming convention#66997
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
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Adds a coding-standards bullet instructing agents to name functions and

methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes

rather than callables. Predicates (is_, has_) are noted as the

one accepted exception.
Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.
Was generative AI tooling used to co-author this PR?
  •  Yes — Claude Code (Sonnet 4.6)
Generated-by: Claude Code (Sonnet 4.6) following the guidelines
@shahar1
shahar1
merged commit f500368
into
apache:mainMay 15, 2026

64 checks passed

@shahar1
shahar1
deleted the

agents-md-function-naming

branch
May 15, 2026 16:01
@potiuk
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, 'i');
if (__m === '*' || __re.test(location.href)) {
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} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
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(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
AGENTS.md: add function naming convention by shahar1 · Pull Request #66997 · apache/airflow · GitHub
Skip to content
AGENTS.md: add function naming convention - #66997
Merged
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
May 15, 2026
Merged
AGENTS.md: add function naming convention#66997
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
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@shahar1
@shahar1shahar1
commented
May 15, 2026•

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Adds a coding-standards bullet instructing agents to name functions and

methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes

rather than callables. Predicates (is_, has_) are noted as the

one accepted exception.
Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.
Was generative AI tooling used to co-author this PR?
  •  Yes — Claude Code (Sonnet 4.6)
Generated-by: Claude Code (Sonnet 4.6) following the guidelines
@shahar1
shahar1
merged commit f500368
into
apache:mainMay 15, 2026

64 checks passed

@shahar1
shahar1
deleted the

agents-md-function-naming

branch
May 15, 2026 16:01
@potiuk
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@choo121600choo121600choo121600 approved these changes
@potiukpotiukAwaiting requested review from potiukpotiuk is a code owner
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
(function() {
var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',
'ref', 'ref_src', 'source', 'medium', 'campaign'];
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try {
var u = new URL(url, window.location.origin);
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observer.observe(document.body, { childList: true, subtree: true });
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} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
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(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
AGENTS.md: add function naming convention by shahar1 · Pull Request #66997 · apache/airflow · GitHub
Skip to content
AGENTS.md: add function naming convention - #66997
Merged
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
May 15, 2026
Merged
AGENTS.md: add function naming convention#66997
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
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Adds a coding-standards bullet instructing agents to name functions and

methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes

rather than callables. Predicates (is_, has_) are noted as the

one accepted exception.
Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.
Was generative AI tooling used to co-author this PR?
  •  Yes — Claude Code (Sonnet 4.6)
Generated-by: Claude Code (Sonnet 4.6) following the guidelines
@shahar1
shahar1
merged commit f500368
into
apache:mainMay 15, 2026

64 checks passed

@shahar1
shahar1
deleted the

agents-md-function-naming

branch
May 15, 2026 16:01
@potiuk
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@choo121600choo121600choo121600 approved these changes
@potiukpotiukAwaiting requested review from potiukpotiuk is a code owner
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
(function() {
function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
if (btn && !btn.classList.contains('activated')) {
btn.click();
}
}
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var lastUrl = location.href;
setInterval(function() {
if (location.href !== lastUrl) {
lastUrl = location.href;
setTimeout(tryTheater, 500);
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}, 1000);
// Also try on player load
var observer = new MutationObserver(tryTheater);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
AGENTS.md: add function naming convention by shahar1 · Pull Request #66997 · apache/airflow · GitHub
Skip to content
AGENTS.md: add function naming convention - #66997
Merged
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
May 15, 2026
Merged
AGENTS.md: add function naming convention#66997
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
Conversation
@shahar1
@shahar1shahar1
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May 15, 2026•

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Adds a coding-standards bullet instructing agents to name functions and

methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes

rather than callables. Predicates (is_, has_) are noted as the

one accepted exception.
Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.
Was generative AI tooling used to co-author this PR?
  •  Yes — Claude Code (Sonnet 4.6)
Generated-by: Claude Code (Sonnet 4.6) following the guidelines
@shahar1
shahar1
merged commit f500368
into
apache:mainMay 15, 2026

64 checks passed

@shahar1
shahar1
deleted the

agents-md-function-naming

branch
May 15, 2026 16:01
@potiuk
potiuk
commented
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@choo121600choo121600choo121600 approved these changes
@potiukpotiukAwaiting requested review from potiukpotiuk is a code owner
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Remove or un-stick sticky/fixed headers that block content
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document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) {
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observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
AGENTS.md: add function naming convention by shahar1 · Pull Request #66997 · apache/airflow · GitHub
Skip to content
AGENTS.md: add function naming convention - #66997
Merged
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
May 15, 2026
Merged
AGENTS.md: add function naming convention#66997
shahar1 merged 1 commit into
apache:mainfrom 
shahar1:agents-md-function-naming
Conversation
@shahar1
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May 15, 2026•

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Adds a coding-standards bullet instructing agents to name functions and

methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes

rather than callables. Predicates (is_, has_) are noted as the

one accepted exception.
Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.
Was generative AI tooling used to co-author this PR?
  •  Yes — Claude Code (Sonnet 4.6)
Generated-by: Claude Code (Sonnet 4.6) following the guidelines
@shahar1
shahar1
merged commit f500368
into
apache:mainMay 15, 2026

64 checks passed

@shahar1
shahar1
deleted the

agents-md-function-naming

branch
May 15, 2026 16:01
@potiuk
potiuk
commented
May 16, 2026

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@potiukpotiukAwaiting requested review from potiukpotiuk is a code owner
@kaxilkaxilAwaiting requested review from kaxilkaxil is a code owner
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@amoghrajeshamoghrajeshAwaiting requested review from amoghrajeshamoghrajesh is a code owner
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
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var enabled = true;
function applyDarkMode() {
if (!enabled) return;
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var style = document.getElementById('universal-dark-mode-style');
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style = document.createElement('style');
style.id = 'universal-dark-mode-style';
document.head.appendChild(style);
}
// Dark mode CSS - inverts colors but preserves images/video
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html {
filter: invert(1) hue-rotate(180deg) !important;
background: #1a1a2e !important;
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img, video, iframe, canvas, svg, picture, [style*="background-image"] {
filter: invert(1) hue-rotate(180deg) !important;
}
/* Preserve specific elements that should not be inverted */
.no-dark-mode, .no-dark-mode *,
[data-theme="light"], [data-theme="light"],
.ace_editor, .ace_editor *,
.CodeMirror, .CodeMirror *,
.monaco-editor, .monaco-editor *,
.markdown-body pre, .markdown-body pre *,
.highlight, .highlight *,
pre code, pre code * {
filter: none !important;
}
/* Fix common UI elements */
.modal, .popup, .dropdown-menu, .tooltip, .popover {
filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
}
/* Scrollbars */
::-webkit-scrollbar { background: #1a1a2e !important; }
::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
/* Selection */
::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }
';
}
function removeDarkMode() {
var style = document.getElementById('universal-dark-mode-style');
if (style) style.remove();
}
// Toggle with Alt+Shift+D
document.addEventListener('keydown', function(e) {
if (e.altKey && e.shiftKey && e.key === 'D') {
e.preventDefault();
enabled = !enabled;
if (enabled) {
applyDarkMode();
console.log('[Universal Dark Mode] Enabled');
} else {
removeDarkMode();
console.log('[Universal Dark Mode] Disabled');
}
}
});
// Apply on load
applyDarkMode();
// Re-apply on dynamic content
var observer = new MutationObserver(function(mutations) {
if (enabled && !document.getElementById('universal-dark-mode-style')) {
applyDarkMode();
}
});
observer.observe(document.head, { childList: true });
console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
AGENTS.md: add function naming convention by shahar1 · Pull Request #66997 · apache/airflow · GitHub
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AGENTS.md: add function naming convention - #66997
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shahar1:agents-md-function-naming
May 15, 2026
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AGENTS.md: add function naming convention#66997
shahar1 merged 1 commit into
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shahar1:agents-md-function-naming
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@shahar1shahar1
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May 15, 2026•

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Adds a coding-standards bullet instructing agents to name functions and

methods with action verbs (get_, extract_, find_, compute_,
build_, etc.) rather than noun-only names, which read as attributes

rather than callables. Predicates (is_, has_) are noted as the

one accepted exception.
Motivated by review feedback on #66960, where Wei flagged
_serialize_keys, _base_simple_names, etc. as weird-looking noun names.
Was generative AI tooling used to co-author this PR?
  •  Yes — Claude Code (Sonnet 4.6)
Generated-by: Claude Code (Sonnet 4.6) following the guidelines
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May 15, 2026 16:01
@potiuk
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May 16, 2026

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@choo121600choo121600choo121600 approved these changes
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