Aho-Corasick Freelinks Enhancement for Large Wikis and Non-Latin Titles by s793016 · Pull Request #9084 · TiddlyWiki/TiddlyWiki5

s793016 · 2025-06-08T16:37:13Z

This PR enhances the Freelinks plugin (plugins/tiddlywiki/freelinks/text.js) with Aho-Corasick for faster title linking, optimized for large wikis (11,714+ tiddlers) and non-Latin languages like Chinese. Developed for my 13,000-tiddler wiki, it addresses long titles and full-width symbols (e.g., ：, U+FF1A).

Changes

Replaces regex with Aho-Corasick (100-500ms vs. 1-5s for 11,714 tiddlers).
Chunks titles (100/chunk, 118 chunks).
Adds cache toggle ($:/config/Freelinks/PersistAhoCorasickCache).
Preserves CamelCase linking via wikilink.js.
Supports long titles (e.g., “雪狼湖：活動”) without splitting.

Performance

11,714 tiddlers: mainRefresh 2.4-4.6s, linkification 100-500ms.
Import: ~60-70s, reducible to 20-30s with batching (1000 tiddlers/batch).

Testing

Install plugin, set $:/config/Freelinks to yes, $:/config/wikilinks to no.
Test tiddler “雪狼” with text “MyCamelCaseTiddler 和雪狼湖：活動” → [[MyCamelCaseTiddler]] 和 [[雪狼湖：活動]].

Motivation

My wiki relies on Freelinks for long Chinese titles (e.g., “雪狼湖：活動”) in read-only content like student submissions. This addresses performance issues with long titles, as noted by @linonetwo, making Freelinks viable for similar wikis.

Related discussion: [link to discussion, e.g., https://github.com/Jermolene/TiddlyWiki5/discussions/XXXX]

@linonetwo @Jermolene

Replaces regex with Aho-Corasick, adds chunking (100 titles/chunk), cache toggle, and Chinese full-width symbol support. Tested with 11,714 tiddlers.

github-actions · 2025-06-08T16:37:21Z

@s793016 It appears that this is your first contribution to the project, welcome.

With apologies for the bureaucracy, please could you prepare a separate PR to the 'tiddlywiki-com' branch with your signature for the Contributor License Agreement (see contributing.md).

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linonetwo · 2025-06-08T16:52:31Z

+An override of the core text widget that automatically linkifies the text, with support for non-Latin languages like Chinese, prioritizing longer titles, skipping processed matches, excluding the current tiddler title from linking, and handling large title sets with Aho-Corasick algorithm and fixed chunking (100 titles per chunk). Includes optional persistent caching of Aho-Corasick automaton, controlled by $:/config/Freelinks/PersistAhoCorasickCache.

 \*/
+(function(){


On master branch we already remove, you need to let AI take latest code as reference. You can drag several js file to AI context. And don't remember to let it follow ES5 and other tw code style.

(function(){ /*jslint node: true, browser: true */ /*global $tw: false */

Sorry I'm a noob, I only use forums when I use github.

/*jslint node: true, browser: true */
/*global $tw: false */

deleted

Modified it again and it's now functioning properly

linonetwo · 2025-06-08T16:54:07Z

+}
+
+// Aho-Corasick implementation with enhanced error handling
+function AhoCorasick() {


refactor this class to another js, and require it in this file instead.

move AhoCorasick to AhoCorasick.js ok

Modified it again and it's now functioning properly

linonetwo · 2025-06-08T16:57:18Z

+		// Get the current tiddler title
+		var currentTiddlerTitle = this.getVariable("currentTiddler") || "";
+		// Check if persistent caching is enabled
+		var persistCache = self.wiki.getTiddlerText(PERSIST_CACHE_TIDDLER, "no").trim() === "yes";


no need to trim, like other config tiddlers.

delete .trim ok

Modified it again and it's now functioning properly

linonetwo · 2025-06-08T16:57:43Z

+			this.wiki.getPersistentCache(cacheKey, function() {
+				return computeTiddlerTitleInfo(self, ignoreCase);
+			}) :
+			this.wiki.getGlobalCache(cacheKey, function() {


why use both getPersistentCache and getGlobalCache?

Cache logic clarification

Keeps the two caching policies, but adds a note saying “Unified Caching Policy”
This is actually a meaningful design:

getPersistentCache: cross-session persistence, suitable for large wikis
getGlobalCache: single-session cache, suitable for general use.

Selected dynamically based on $:/config/Freelinks/PersistAhoCorasickCache configuration.

Oh, I search the repo, there is no getPersistentCache, so this is Grok's illusion. So there is only getGlobalCache. While I hope we cound have a getPersistentCache in indexed-db, but that is for another PR.

No, “getPersistentCache“ is not an illusion, it's an additional static caching of large data (default: off).

Persistent Cache Toggle:

Optional persistent caching of the Aho-Corasick automaton via $:/config/Freelinks/PersistAhoCorasickCache (default: no).

Enabled (yes) reduces rebuild time by ~100-200ms per refresh.

Cache invalidates on title changes, ensuring consistency.

The global cache is very short lived. Everytime the wiki.addTiddler() function is called the global cache will be cleared. So basically whenever there is any UI interaction. Since UI interactions most to the time use state- or temp-tiddlers

TiddlyWiki5/boot/boot.js

Line 1232 in a3b8c7c

this.clearGlobalCache();

Also see: freelinks.js uses globalCache object, which is destroyed most of the time #4572

linonetwo · 2025-06-08T16:59:00Z

+		titleChunks.push(titles.slice(i, i + chunkSize));
+	}
+	// Log chunking details for debugging
+	console.log("Total titles:", titles.length, ", Chunk size:", chunkSize, ", Number of chunks:", titleChunks.length, ", Persistent cache:", self.wiki.getTiddlerText(PERSIST_CACHE_TIDDLER, "no").trim());


remove logs before merging.

remove log ok

Modified it again and it's now functioning properly

linonetwo · 2025-06-08T16:59:55Z

+			// Add remaining text
+			if(currentPos < text.length) {
+				newParseTree.push({
+					type: "plain-text",


do we have this kind of parse tree node? I haven't encounter it before.

@linonetwo Thanks for the feedback! I tried changing plain-text to text, but it caused TiddlyWiki to fail starting, likely due to parser conflicts. I've reverted to plain-text for now to ensure stability.

I see, now I know it!

Signed Contributor License Agreement for my first contribution (PR TiddlyWiki#9084).

linonetwo · 2025-06-08T17:02:48Z

@s793016 Please add this plugin to tw5-com edition, so we could try it in the preview site. See https://github.com/TiddlyWiki/TiddlyWiki5/pull/8991/files#diff-c0054677a142c9f59b544336b05ce6bcf927594230e045f290e2b2eaf2a8409c for example of adding core plugins.

pmario · 2025-06-08T19:34:04Z

+    this.parentDomNode = parent;
+    this.computeAttributes();
+    this.execute();
+    this.renderChildren(parent, nextSibling);


TW uses tabs for indentation. These spaces need to be replaced.

modified ok

pmario · 2025-06-08T19:34:25Z

+        text: this.getAttribute("text", this.parseTreeNode.text || "")
+    }];
+    // Only process links if not disabled and we're not within a button or link widget
+    if (this.getVariable("tv-wikilinks", { defaultValue: "yes" }).trim() !== "no" &&


indentation needs to be checked here too

modified ok

pmario · 2025-06-08T19:35:50Z

+An override of the core text widget that automatically linkifies the text, with support for non-Latin languages like Chinese, prioritizing longer titles, skipping processed matches, excluding the current tiddler title from linking, and handling large title sets with Aho-Corasick algorithm and fixed chunking (100 titles per chunk). Includes optional persistent caching of Aho-Corasick automaton, controlled by $:/config/Freelinks/PersistAhoCorasickCache.

 \*/
+(function() {


This function() wrapper is not needed anymore. We removed it from the whole repo

pmario · 2025-06-08T19:36:57Z


 exports.text = TextNodeWidget;
+
+})();


same here -- This belongs to the function() wrapper. Should not be needed any more

github-actions · 2025-06-09T14:45:34Z

📊 Build Size Comparison: `empty.html`

Branch	Size
Base (master)	2527.7 KB
PR	2532.2 KB

Diff: ⬆️ Increase: +4.4 KB

wrong place

linonetwo · 2025-06-09T16:08:45Z

+for TiddlyWiki freelinking functionality.
+
+\*/
+(function(){


We don't need this. You need to provide latest code for AI. Seems it doesn't know we already don't use this?

Also seems they don't use jsdoc for now, those /**. I like jsdoc, but currently it don't exist in the repo.

@linonetwo

Integrate text.js and aho-corasick.js into tw5-com per @linonetwo's request in PR TiddlyWiki#9084.

@linonetwo

Integrate text.js and aho-corasick.js into tw5-com per @linonetwo's request in PR TiddlyWiki#9084.

s793016 · 2025-06-09T17:02:50Z

@s793016 Please add this plugin to tw5-com edition, so we could try it in the preview site. See https://github.com/TiddlyWiki/TiddlyWiki5/pull/8991/files#diff-c0054677a142c9f59b544336b05ce6bcf927594230e045f290e2b2eaf2a8409c for example of adding core plugins.

add freelink into editions/tw5.com/tiddlywiki.info ok

correct filename

linonetwo · 2025-06-10T05:20:13Z

 		"tiddlywiki/internals",
 		"tiddlywiki/menubar",
 		"tiddlywiki/railroad",
 		"tiddlywiki/tour"


missing a comma here. Maybe you should use VSCode to edit, this kind of error will have visual warning on edit time. But anyway, just a small error.

add comma here, ok

It might be editions/prerelease/tiddlywiki.info , sorry @s793016 , I'm also confused about this.

try add it to editions/prerelease for testing ok

s793016 · 2025-10-29T16:30:24Z

@saqimtiaz
I have reverted the changes to editions/prerelease/tiddlywiki.info files as requested. Please let me know if everything looks good now.

plugins/tiddlywiki/freelinks/text.js#L25 [ESLint PR code] reported by reviewdog 🐶 Strings must use doublequote.

plugins/tiddlywiki/freelinks/aho-corasick.js#L193 [ESLint PR code] reported by reviewdog 🐶 Strings must use doublequote. Raw Output: {"ruleId":"@stylistic/quotes","severity":2,"message":"Strings must use doublequote.","line":193,"column":50,"nodeType":"Literal","messageId":"wrongQuotes","endLine":193,"endColumn":52,"fix":{"range":[5743,5745],"text":"\"\""}}

Jermolene · 2025-10-29T17:41:23Z

Thanks @s793016 @linonetwo @saqimtiaz

twMat · 2025-11-04T05:54:29Z

[deleted post]

pmario · 2025-11-04T10:00:30Z

@twMat ... can you please create a new issue, so we can properly track it. comments on merged PRs are usually gone from the overviews and are very likely to be forgotten

pmario · 2025-11-04T10:09:23Z

@twMat ... did you start from https://tiddlywiki.com/prerelease - download empty and installed the plugin from there.

I do not get the wrong rendering in the plugin tiddler content tab

twMat · 2025-11-04T10:54:29Z

[in reference to my deleted post, two posts up] @pmario - I'm embarrassed to say that I hadn't updted wiki that I tested the plugin in so, unsurprisingly, it didn't work. Thank you for replying and sorry for wasting peoples time.

EDIT: mierde... there does seem to be some bug after all. I'll post an issue.

…es (TiddlyWiki#9084) * Enhance Freelinks with Aho-Corasick for long titles and large wikis Replaces regex with Aho-Corasick, adds chunking (100 titles/chunk), cache toggle, and Chinese full-width symbol support. Tested with 11,714 tiddlers. * delete comment * Create AhoCorasick.js * Update text.js * Update text.js * Update AhoCorasick.js * Update text.js * Update text.js * move AhoCorasick to AhoCorasick.js * update AhoCorasick.js * Delete core/modules/utils/AhoCorasick.js wrong place * Update text.js * indentation modify * remove function {} * remove function {} * Rename AhoCorasick.js to aho-corasick.js correct filename * Update tiddlywiki.info add freelink * missing a comma here * clean up comments & use old style * try add it to editions/tw5.com-server for testing * try add it to editions/prerelease for testing * optimized * optimized * add setting for "Persist AhoCorasick cache" * add dynamic limits * remove comment * revert to 5f0b98d * try sort alphabet * try sort alphabet * try sort alphabet * typo freelink -> freelinks * typo freelink -> freelinks * typo freelink -> freelinks * Update readme.tid * Update aho-corasick.js Dynamically adjust limit parameters to avoid problems caused by hard-coded limits. * Update text.js Dynamically adjust limit parameters to avoid problems caused by hard-coded limits. * Update tiddlywiki.info remove other plugin for test plugin conflict * Update tiddlywiki.info * Update tiddlywiki.info * Update aho-corasick.js Description of major changes Improve state transition logic - Ensure to go back to root node correctly in case of mismatch, and check root node for current character transition Fix failed link traversal - Add condition node ! == this.trie to avoid infinite loop at root node Enhance output collection - collect output not only from current node, but also from all nodes on failed link path, which is key to Aho-Corasick algorithm Add safety limit - collectCount < 10 to prevent failed link loops Translated with DeepL.com (free version) * Update aho-corasick.js Word Boundary Check - The isWordBoundaryMatch function checks if the match is on a word boundary: Alphanumeric characters [a-zA-Z0-9_] are regarded as unicode characters At least one non-unicode character must be present before and after the match for it to be considered valid. * Update text.js Word Boundary Check - The isWordBoundaryMatch function checks if the match is on a word boundary: Alphanumeric characters [a-zA-Z0-9_] are regarded as unicode characters At least one non-unicode character must be present before and after the match for it to be considered valid. * Update settings.tid Word Boundary Check - The isWordBoundaryMatch function checks if the match is on a word boundary: Alphanumeric characters [a-zA-Z0-9_] are regarded as unicode characters At least one non-unicode character must be present before and after the match for it to be considered valid. * fix Word Boundary logic * remove PersistentCache @ text.js * remove PersistentCache @settings.tid * Update readme.tid for Word Boundary Check * Update aho-corasick.js Organize and delete comments * Initial commit of freelinks plugin * Update settings.tid Organize and delete comments * Update tiddlywiki.info add back other plugin * Update tiddlywiki.info alphabet sort * Update readme.tid for new future The plugin supports non-Western language tiddler titles (e.g., Chinese) and prioritizes longer tiddler titles for matching, ensuring accurate linking in diverse contexts. Furthermore, the current tiddler title within its own content is excluded from generating links to avoid self-referencing. * Update readme.tid * Update plugins/tiddlywiki/freelinks/text.js Co-authored-by: Mario Pietsch <pmariojo@gmail.com> * Update plugins/tiddlywiki/freelinks/aho-corasick.js Co-authored-by: Mario Pietsch <pmariojo@gmail.com> * Update plugins/tiddlywiki/freelinks/aho-corasick.js Co-authored-by: Mario Pietsch <pmariojo@gmail.com> * Update plugins/tiddlywiki/freelinks/text.js Co-authored-by: Mario Pietsch <pmariojo@gmail.com> * Update plugins/tiddlywiki/freelinks/aho-corasick.js Co-authored-by: Mario Pietsch <pmariojo@gmail.com> * Update text.js Added locale configuration support - Added LOCALE_CONFIG_TIDDLER constant to make the sorting locale configurable instead of hardcoded "zh" Optimized title processing - Combined the filtering and escaping logic into a single pass to reduce duplication Added trim() for ignoreCase - Applied .trim() to the ignore case variable for consistency Enhanced refresh logic - Added locale configuration tiddler to the refresh check Improved comments - Added explanation for why sorting is necessary (prioritizing longer titles) * Update text.js we don't need to specify 'zh' at all * Update aho-corasick.js This single line change would add support for: Accented letters: á, é, í, ó, ú, à, è, ì, ò, ù, ä, ë, ï, ö, ü, ñ, ç, etc. Most Western European languages (Spanish, French, German, Italian, Portuguese, etc.) * Update aho-corasick.js useage * Update readme.tid for Writing Style * Update tiddlywiki.info revert all the changes * Update tiddlywiki.info revert all the changes * Update tiddlywiki.info revert all the changes * Update tiddlywiki.info revert * Update text.js plugins/tiddlywiki/freelinks/text.js#L25 [ESLint PR code] reported by reviewdog 🐶 Strings must use doublequote. * Update aho-corasick.js plugins/tiddlywiki/freelinks/aho-corasick.js#L193 [ESLint PR code] reported by reviewdog 🐶 Strings must use doublequote. Raw Output: {"ruleId":"@stylistic/quotes","severity":2,"message":"Strings must use doublequote.","line":193,"column":50,"nodeType":"Literal","messageId":"wrongQuotes","endLine":193,"endColumn":52,"fix":{"range":[5743,5745],"text":"\"\""}} --------- Co-authored-by: Mario Pietsch <pmariojo@gmail.com>

Make up for my missing change note TiddlyWiki#9084

remove those AI signatures

Make up for my missing change note TiddlyWiki#9084

per TiddlyWiki#9406

update

saqimtiaz · 2026-02-19T17:46:55Z

+	this.patternCount = 0;
+};
+
+AhoCorasick.prototype.getStats = function() {


@s793016 @linonetwo are we sure that this method has the correct logic?

In countNodes() we increment the local variable patternCount, but we never use it and return this.patternCount instead.

Simply put: it counts one variable but returns another, effectively rendering the counting useless.

This eslint-disable-next-line no-unused-vars annotation itself hints at the problem—ESLint has already warned that the local variable patternCount is unused.

The getStats() function's return value is actually correct—it's just that the intermediate calculation is redundant.

Additionally, thanks to Claude Sonnet 4.6, we've identified other issues that will be addressed collectively.

@s793016 Now you see AI are lazy, they tend to hide the error using eslint-disable, or modify the test case so its work could easily done. Make sure to use Claude Opus 4.6 to final review the code.

I think it's not that AI is lazy, but that the AI at the time wasn't strong enough. The first version before June 2025 was clumsily put together by Grok, then to extract the algorithm independently, Grok couldn't handle it and passed the baton to Claude, and later I showed the code to ChatGPT, who also didn't spot the issues. Until a couple of days ago when Claude 4.6 came online, it immediately identified several logic problems—the progress of AI in this past half year or more has really been tremendous.

Back in mid-2025, the models (including earlier Groks) were still hitting limits on complex refactors like extracting algorithms without introducing subtle logic bugs. Handing it off to Claude made sense at the time, and even ChatGPT missing those issues highlights how context-dependent error detection can be. Fast-forward to now (early 2026), and yeah, the jumps in reasoning depth are huge. Claude 4.6 spotting those logic flaws right away? That's a testament to better multi-step thinking and pattern recognition in newer architectures. We've seen similar strides across the board.

Make up for my missing change note TiddlyWiki#9084

release: 5.4.0

Enhance Freelinks with Aho-Corasick for long titles and large wikis

06cbbe8

Replaces regex with Aho-Corasick, adds chunking (100 titles/chunk), cache toggle, and Chinese full-width symbol support. Tested with 11,714 tiddlers.

s793016 mentioned this pull request Jun 8, 2025

[BUG] Freelinks plugin: Does not recognise titles consisting of Chinese characters #5507

Closed

linonetwo suggested changes Jun 8, 2025

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Add @s793016 to authors.txt for CLA

0198d0c

Signed Contributor License Agreement for my first contribution (PR TiddlyWiki#9084).

s793016 added 7 commits June 9, 2025 01:19

delete comment

bbef43c

Create AhoCorasick.js

6c05f06

Update text.js

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Update text.js

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Update AhoCorasick.js

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Update text.js

bd4ae9f

Update text.js

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pmario reviewed Jun 8, 2025

View reviewed changes

move AhoCorasick to AhoCorasick.js

01c2ef7

s793016 added 5 commits June 9, 2025 22:46

update AhoCorasick.js

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Delete core/modules/utils/AhoCorasick.js

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wrong place

Update text.js

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indentation modify

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remove function {}

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linonetwo reviewed Jun 9, 2025

View reviewed changes

remove function {}

3402cc5

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Jun 9, 2025

Add Freelinks text.js widget to tw5-com edition

ddacb99

Integrate text.js and aho-corasick.js into tw5-com per @linonetwo's request in PR TiddlyWiki#9084.

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Jun 9, 2025

Add Freelinks AhoCorasick to tw5-com edition

ddae721

Integrate text.js and aho-corasick.js into tw5-com per @linonetwo's request in PR TiddlyWiki#9084.

s793016 added 2 commits June 10, 2025 12:13

Rename AhoCorasick.js to aho-corasick.js

0b13f17

correct filename

Update tiddlywiki.info add freelink

9bcb309

linonetwo reviewed Jun 10, 2025

View reviewed changes

s793016 added 2 commits October 30, 2025 00:42

Update text.js

792a00f

plugins/tiddlywiki/freelinks/text.js#L25 [ESLint PR code] reported by reviewdog 🐶 Strings must use doublequote.

Jermolene merged commit cda8d7c into TiddlyWiki:master Oct 29, 2025
9 checks passed

github-project-automation Bot moved this from In progress to Done in Planning for v5.4.0 Oct 29, 2025

pmario mentioned this pull request Nov 4, 2025

[BUG] Freelinks 5.4.0 strange behaviour #9392

Open

Jermolene mentioned this pull request Nov 9, 2025

Summary of PRs that need TW changenotes #9406

Open

55 tasks

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Nov 10, 2025

Create TiddlyWiki#9084.tid

fda7ed5

Make up for my missing change note TiddlyWiki#9084

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Nov 10, 2025

Update TiddlyWiki#9084.tid

6794608

remove those AI signatures

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Nov 10, 2025

Make up for my missing change note TiddlyWiki#9084

141c49b

Make up for my missing change note TiddlyWiki#9084

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Nov 10, 2025

Delete editions/tw5.com/tiddlers/releasenotes/5.4.0/TiddlyWiki#9084.tid

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s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Nov 10, 2025

Make up for my missing change note TiddlyWiki#9084

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Make up for my missing change note TiddlyWiki#9084

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Nov 10, 2025

Make up for my missing change note TiddlyWiki#9084

28272f5

per TiddlyWiki#9406

s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Nov 10, 2025

Update TiddlyWiki#9084.tid

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update

This was referenced Nov 10, 2025

Make up for my missing change note #9084 s793016/TiddlyWiki5#3

Closed

Fix character disappearing and false matching issues in TiddlyWiki 5.4 Freelink plugin #9397

Merged

saqimtiaz reviewed Feb 19, 2026

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Create TiddlyWiki#9084.tid

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Make up for my missing change note TiddlyWiki#9084

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Update TiddlyWiki#9084.tid

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release: 5.4.0

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Update TiddlyWiki#9084.tid

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s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Feb 21, 2026

Update TiddlyWiki#9084.tid

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s793016 added a commit to s793016/TiddlyWiki5 that referenced this pull request Feb 21, 2026

Delete editions/tw5.com/tiddlers/releasenotes/5.4.0/TiddlyWiki#9084.tid

5426d5b

s793016 mentioned this pull request Feb 22, 2026

Fix Freelinks Aho-Corasick: failure links, cache invalidation, longest-match, and Unicode safety #9676

Merged

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Conversation

s793016 commented Jun 8, 2025

Changes

Performance

Testing

Motivation

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github-actions Bot commented Jun 9, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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📊 Build Size Comparison: empty.html

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📊 Build Size Comparison: `empty.html`

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twMat commented Nov 4, 2025 •

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