Expand Latin-root analysis across prompt inputs

js/data/latinAffixPolicies.js

@@ -70,6 +70,71 @@
                 'framed around management',
                 'operationally neutral'
             ]
+        },
+        {
+            id: 'latin-eradication-verbs',
+            family: 'eradication_language',
+            kind: 'surface_pattern',
+            partOfSpeech: 'verb',
+            affixes: ['eradicate', 'exterminate', 'annihilate', 'obliterate'],
+            patterns: [
+                /\b(?:eradicate|eradicates|eradicated|eradicating|eradication)\b/gi,
+                /\b(?:exterminate|exterminates|exterminated|exterminating|extermination)\b/gi,
+                /\b(?:annihilate|annihilates|annihilated|annihilating|annihilation)\b/gi,
+                /\b(?:obliterate|obliterates|obliterated|obliterating|obliteration)\b/gi
+            ],
+            severity: 'high',
+            confidence: 0.88,
+            semanticShift: 'total_removal',
+            explanation: 'Eradication language implies total destruction rather than bounded handling.',
+            fallbackTemplates: [
+                'reduce',
+                'manage',
+                'contain',
+                'address'
+            ]
+        },
+        {
+            id: 'latin-suppression-language',
+            family: 'suppression_language',
+            kind: 'surface_pattern',
+            partOfSpeech: 'verb',
+            affixes: ['neutralize', 'incapacitate', 'suppress'],
+            patterns: [
+                /\b(?:neutralize|neutralizes|neutralized|neutralizing|neutralization)\b/gi,
+                /\b(?:incapacitate|incapacitates|incapacitated|incapacitating|incapacitation)\b/gi,
+                /\b(?:suppress|suppresses|suppressed|suppressing|suppression)\b/gi
+            ],
+            severity: 'medium',
+            confidence: 0.82,
+            semanticShift: 'forceful_control',
+            explanation: 'Suppression language can read as coercive or force-centric rather than operationally neutral.',
+            fallbackTemplates: [
+                'limit',
+                'reduce',
+                'constrain',
+                'manage'
+            ]
+        },
+        {
+            id: 'latin-terminality-language',
+            family: 'terminality_language',
+            kind: 'surface_pattern',
+            partOfSpeech: 'adjective',
+            affixes: ['lethal', 'fatal', 'terminal', 'mortal'],
+            patterns: [
+                /\b(?:lethal|fatal|terminal|mortal)\b/gi
+            ],
+            severity: 'medium',
+            confidence: 0.8,
+            semanticShift: 'fatal_outcome_framing',
+            explanation: 'Terminality language frames outcomes as fatal or irreversible even when a softer operational phrasing would do.',
+            fallbackTemplates: [
+                'high-risk',
+                'severe',
+                'critical',
+                'unsafe'
+            ]
         }
     ];
 

js/tools/BijectionTool.js

@@ -20,6 +20,7 @@ class BijectionTool extends Tool {
             bijectionIncludeExamples: true,
             bijectionAutoCopy: false,
             bijectionInput: '',
+            bijectionLexemeAnalysis: { totalFindings: 0, findings: [], summary: 'No Latin-root wording findings.' },
             bijectionMapping: {},
             bijectionOutputs: []
         };
@@ -27,6 +28,36 @@ class BijectionTool extends Tool {
 
     getVueMethods() {
         return {
+            bijectionRefreshLexemeAnalysis() {
+                if (typeof window === 'undefined' || !window.LexemeAnalysis || typeof window.LexemeAnalysis.analyze !== 'function') {
+                    this.bijectionLexemeAnalysis = { totalFindings: 0, findings: [], summary: 'Lexeme analysis unavailable.' };
+                    return;
+                }
+                this.bijectionLexemeAnalysis = window.LexemeAnalysis.analyze(this.bijectionInput);
+            },
+            bijectionGetLexemeAnalysis() {
+                return this.bijectionLexemeAnalysis || { totalFindings: 0, findings: [], summary: 'No Latin-root wording findings.' };
+            },
+            bijectionNeutralizeInput() {
+                const analysis = this.bijectionGetLexemeAnalysis();
+                if (!analysis.totalFindings || !window.LexemeAnalysis || typeof window.LexemeAnalysis.neutralizeText !== 'function') {
+                    return;
+                }
+                this.bijectionInput = window.LexemeAnalysis.neutralizeText(this.bijectionInput, analysis);
+                if (typeof this.showNotification === 'function') {
+                    this.showNotification('Applied neutral Latin-root rewrites', 'success', 'fas fa-seedling');
+                }
+            },
+            bijectionApplyLexemeRewrite(term, rewrite) {
+                if (!term || !rewrite) {
+                    return;
+                }
+                const escapedTerm = String(term).replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+                this.bijectionInput = this.bijectionInput.replace(new RegExp('\\b' + escapedTerm + '\\b', 'i'), rewrite);
+                if (typeof this.showNotification === 'function') {
+                    this.showNotification('Applied rewrite for ' + term, 'success', 'fas fa-pen');
+                }
+            },
             generateBijectionMapping() {
                 const chars = 'abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789.,!?';
                 const mapping = {};
@@ -229,6 +260,16 @@ Now, please translate and respond to this message in alphapr: ${encoded}`;
             }
         };
     }
+
+    getVueWatchers() {
+        return {
+            bijectionInput: function() {
+                if (typeof this.bijectionRefreshLexemeAnalysis === 'function') {
+                    this.bijectionRefreshLexemeAnalysis();
+                }
+            }
+        };
+    }
 }
 
 if (typeof module !== 'undefined' && module.exports) {

js/tools/MutationTool.js

@@ -15,6 +15,7 @@ class MutationTool extends Tool {
     getVueData() {
         return {
             fuzzerInput: '',
+            fuzzerLexemeAnalysis: { totalFindings: 0, findings: [], summary: 'No Latin-root wording findings.' },
             fuzzerCount: 20,
             fuzzerSeed: '',
             fuzzUseRandomMix: true,
@@ -30,6 +31,36 @@ class MutationTool extends Tool {
     
     getVueMethods() {
         return {
+            fuzzerRefreshLexemeAnalysis: function() {
+                if (typeof window === 'undefined' || !window.LexemeAnalysis || typeof window.LexemeAnalysis.analyze !== 'function') {
+                    this.fuzzerLexemeAnalysis = { totalFindings: 0, findings: [], summary: 'Lexeme analysis unavailable.' };
+                    return;
+                }
+                this.fuzzerLexemeAnalysis = window.LexemeAnalysis.analyze(this.fuzzerInput);
+            },
+            fuzzerGetLexemeAnalysis: function() {
+                return this.fuzzerLexemeAnalysis || { totalFindings: 0, findings: [], summary: 'No Latin-root wording findings.' };
+            },
+            fuzzerNeutralizeInput: function() {
+                const analysis = this.fuzzerGetLexemeAnalysis();
+                if (!analysis.totalFindings || !window.LexemeAnalysis || typeof window.LexemeAnalysis.neutralizeText !== 'function') {
+                    return;
+                }
+                this.fuzzerInput = window.LexemeAnalysis.neutralizeText(this.fuzzerInput, analysis);
+                if (typeof this.showNotification === 'function') {
+                    this.showNotification('Applied neutral Latin-root rewrites', 'success', 'fas fa-seedling');
+                }
+            },
+            fuzzerApplyLexemeRewrite: function(term, rewrite) {
+                if (!term || !rewrite) {
+                    return;
+                }
+                const escapedTerm = String(term).replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+                this.fuzzerInput = this.fuzzerInput.replace(new RegExp('\\b' + escapedTerm + '\\b', 'i'), rewrite);
+                if (typeof this.showNotification === 'function') {
+                    this.showNotification('Applied rewrite for ' + term, 'success', 'fas fa-pen');
+                }
+            },
             seededRandomFactory: function(seedStr) {
                 if (!seedStr) return Math.random;
                 let h = 1779033703 ^ seedStr.length;
@@ -106,6 +137,16 @@ class MutationTool extends Tool {
             }
         };
     }
+
+    getVueWatchers() {
+        return {
+            fuzzerInput: function() {
+                if (typeof this.fuzzerRefreshLexemeAnalysis === 'function') {
+                    this.fuzzerRefreshLexemeAnalysis();
+                }
+            }
+        };
+    }
 }
 
 // Export
@@ -116,4 +157,3 @@ if (typeof module !== 'undefined' && module.exports) {
 }
 
 
-

js/tools/TransformTool.js

@@ -61,6 +61,7 @@ class TransformTool extends Tool {
         
         return {
             transformInput: 'Hello World',
+            transformLexemeAnalysis: { totalFindings: 0, findings: [], summary: 'No Latin-root wording findings.' },
             transformOutput: '',
             activeTransform: null,
             transforms: transforms,
@@ -250,6 +251,36 @@ class TransformTool extends Tool {
                 }
                 return 'text';
             },
+            transformRefreshLexemeAnalysis: function() {
+                if (typeof window === 'undefined' || !window.LexemeAnalysis || typeof window.LexemeAnalysis.analyze !== 'function') {
+                    this.transformLexemeAnalysis = { totalFindings: 0, findings: [], summary: 'Lexeme analysis unavailable.' };
+                    return;
+                }
+                this.transformLexemeAnalysis = window.LexemeAnalysis.analyze(this.transformInput);
+            },
+            transformGetLexemeAnalysis: function() {
+                return this.transformLexemeAnalysis || { totalFindings: 0, findings: [], summary: 'No Latin-root wording findings.' };
+            },
+            transformNeutralizeInput: function() {
+                const analysis = this.transformGetLexemeAnalysis();
+                if (!analysis.totalFindings || !window.LexemeAnalysis || typeof window.LexemeAnalysis.neutralizeText !== 'function') {
+                    return;
+                }
+                this.transformInput = window.LexemeAnalysis.neutralizeText(this.transformInput, analysis);
+                if (typeof this.showNotification === 'function') {
+                    this.showNotification('Applied neutral Latin-root rewrites', 'success', 'fas fa-seedling');
+                }
+            },
+            transformApplyLexemeRewrite: function(term, rewrite) {
+                if (!term || !rewrite) {
+                    return;
+                }
+                const escapedTerm = String(term).replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+                this.transformInput = this.transformInput.replace(new RegExp('\\b' + escapedTerm + '\\b', 'i'), rewrite);
+                if (typeof this.showNotification === 'function') {
+                    this.showNotification('Applied rewrite for ' + term, 'success', 'fas fa-pen');
+                }
+            },
             openTransformOptions: function(transform, event) {
                 if (event) {
                     event.preventDefault();
@@ -623,6 +654,9 @@ class TransformTool extends Tool {
     getVueWatchers() {
         return {
             transformInput() {
+                if (typeof this.transformRefreshLexemeAnalysis === 'function') {
+                    this.transformRefreshLexemeAnalysis();
+                }
                 if (this.activeTransform && this.activeTab === 'transforms') {
                     const opts = this.getMergedOptionsForTransform(this.activeTransform.name);
                     this.transformOutput = this.activeTransform.func(this.transformInput, opts);
@@ -670,4 +704,3 @@ if (typeof module !== 'undefined' && module.exports) {
 }
 
 
-

templates/bijection.html

@@ -16,6 +16,41 @@
                 </label>
             </div>
 
+            <div v-if="bijectionGetLexemeAnalysis().totalFindings" class="lexeme-analysis-card">
+                <div class="lexeme-analysis-header">
+                    <div>
+                        <div class="lexeme-analysis-kicker">Latin-Root Analysis</div>
+                        <h4>{{ bijectionGetLexemeAnalysis().summary }}</h4>
+                        <p>This target content contains loaded Latin-root wording. Neutralizing it here propagates through the generated alphapr prompts.</p>
+                    </div>
+                    <button type="button" class="action-button copy lexeme-neutralize-btn" @click="bijectionNeutralizeInput">
+                        <i class="fas fa-seedling"></i> Neutralize flagged terms
+                    </button>
+                </div>
+                <div class="lexeme-analysis-list">
+                    <div v-for="finding in bijectionGetLexemeAnalysis().findings" :key="finding.id" class="lexeme-analysis-item">
+                        <div class="lexeme-analysis-item-top">
+                            <div class="lexeme-analysis-term-group">
+                                <code class="lexeme-term">{{ finding.term }}</code>
+                                <span class="lexeme-chip">{{ finding.partOfSpeech }}</span>
+                                <span class="lexeme-chip">{{ finding.family }}</span>
+                                <span class="lexeme-chip">confidence {{ Math.round(finding.confidence * 100) }}%</span>
+                            </div>
+                            <div class="lexeme-analysis-domain">
+                                <span v-if="finding.semanticDomain"><strong>Domain:</strong> {{ finding.semanticDomain }}</span>
+                                <span v-else><strong>Domain:</strong> unresolved root</span>
+                            </div>
+                        </div>
+                        <p class="lexeme-analysis-rationale">{{ finding.rationale }}</p>
+                        <div class="lexeme-analysis-rewrites">
+                            <button v-for="rewrite in finding.rewrites" :key="finding.id + '-' + rewrite" type="button" class="lexeme-rewrite-btn" @click="bijectionApplyLexemeRewrite(finding.term, rewrite)">
+                                {{ rewrite }}
+                            </button>
+                        </div>
+                    </div>
+                </div>
+            </div>
+
             <div class="options-grid bij-options">
                 <label>
                     Bijection type

templates/fuzzer.html

@@ -10,6 +10,40 @@
                                 <textarea v-model="fuzzerInput" placeholder="Enter seed text to fuzz..." rows="3"></textarea>
                             </label>
                         </div>
+                        <div v-if="fuzzerGetLexemeAnalysis().totalFindings" class="lexeme-analysis-card">
+                            <div class="lexeme-analysis-header">
+                                <div>
+                                    <div class="lexeme-analysis-kicker">Latin-Root Analysis</div>
+                                    <h4>{{ fuzzerGetLexemeAnalysis().summary }}</h4>
+                                    <p>This seed text contains loaded Latin-root wording. Neutralizing it here affects every generated mutation case.</p>
+                                </div>
+                                <button type="button" class="action-button copy lexeme-neutralize-btn" @click="fuzzerNeutralizeInput">
+                                    <i class="fas fa-seedling"></i> Neutralize flagged terms
+                                </button>
+                            </div>
+                            <div class="lexeme-analysis-list">
+                                <div v-for="finding in fuzzerGetLexemeAnalysis().findings" :key="finding.id" class="lexeme-analysis-item">
+                                    <div class="lexeme-analysis-item-top">
+                                        <div class="lexeme-analysis-term-group">
+                                            <code class="lexeme-term">{{ finding.term }}</code>
+                                            <span class="lexeme-chip">{{ finding.partOfSpeech }}</span>
+                                            <span class="lexeme-chip">{{ finding.family }}</span>
+                                            <span class="lexeme-chip">confidence {{ Math.round(finding.confidence * 100) }}%</span>
+                                        </div>
+                                        <div class="lexeme-analysis-domain">
+                                            <span v-if="finding.semanticDomain"><strong>Domain:</strong> {{ finding.semanticDomain }}</span>
+                                            <span v-else><strong>Domain:</strong> unresolved root</span>
+                                        </div>
+                                    </div>
+                                    <p class="lexeme-analysis-rationale">{{ finding.rationale }}</p>
+                                    <div class="lexeme-analysis-rewrites">
+                                        <button v-for="rewrite in finding.rewrites" :key="finding.id + '-' + rewrite" type="button" class="lexeme-rewrite-btn" @click="fuzzerApplyLexemeRewrite(finding.term, rewrite)">
+                                            {{ rewrite }}
+                                        </button>
+                                    </div>
+                                </div>
+                            </div>
+                        </div>
                         <div class="options-grid">
                             <label>
                                 Cases
@@ -45,4 +79,4 @@
                         </div>
                     </div>
                 </div>
-            </div>
+            </div>

templates/transforms.html

@@ -21,6 +21,41 @@
                         />
                     </div>
 
+                    <div v-if="transformGetLexemeAnalysis().totalFindings" class="lexeme-analysis-card transform-lexeme-card">
+                        <div class="lexeme-analysis-header">
+                            <div>
+                                <div class="lexeme-analysis-kicker">Latin-Root Analysis</div>
+                                <h4>{{ transformGetLexemeAnalysis().summary }}</h4>
+                                <p>This shared input feeds transforms and inline translation. Neutralizing flagged wording here affects both paths.</p>
+                            </div>
+                            <button type="button" class="action-button copy lexeme-neutralize-btn" @click="transformNeutralizeInput">
+                                <i class="fas fa-seedling"></i> Neutralize flagged terms
+                            </button>
+                        </div>
+                        <div class="lexeme-analysis-list">
+                            <div v-for="finding in transformGetLexemeAnalysis().findings" :key="finding.id" class="lexeme-analysis-item">
+                                <div class="lexeme-analysis-item-top">
+                                    <div class="lexeme-analysis-term-group">
+                                        <code class="lexeme-term">{{ finding.term }}</code>
+                                        <span class="lexeme-chip">{{ finding.partOfSpeech }}</span>
+                                        <span class="lexeme-chip">{{ finding.family }}</span>
+                                        <span class="lexeme-chip">confidence {{ Math.round(finding.confidence * 100) }}%</span>
+                                    </div>
+                                    <div class="lexeme-analysis-domain">
+                                        <span v-if="finding.semanticDomain"><strong>Domain:</strong> {{ finding.semanticDomain }}</span>
+                                        <span v-else><strong>Domain:</strong> unresolved root</span>
+                                    </div>
+                                </div>
+                                <p class="lexeme-analysis-rationale">{{ finding.rationale }}</p>
+                                <div class="lexeme-analysis-rewrites">
+                                    <button v-for="rewrite in finding.rewrites" :key="finding.id + '-' + rewrite" type="button" class="lexeme-rewrite-btn" @click="transformApplyLexemeRewrite(finding.term, rewrite)">
+                                        {{ rewrite }}
+                                    </button>
+                                </div>
+                            </div>
+                        </div>
+                    </div>
+
                     <div class="transform-section">
                         <div class="transform-category-legend">
                             <div class="legend-title">Categories:</div>
@@ -493,4 +528,4 @@
                     </div>
                     </div>
                 </template>
-            </div>
+            </div>

tests/test_lexeme_analysis.js

@@ -30,6 +30,22 @@ assert.ok(
     'Alias roots should resolve into domain-specific rewrites'
 );
 
+const eradicationCase = lexemeAnalysis.analyze('We should eradicate this issue before release.');
+assert.strictEqual(eradicationCase.totalFindings, 1, 'Eradication language should be detected');
+assert.strictEqual(eradicationCase.findings[0].family, 'eradication_language');
+assert.ok(
+    eradicationCase.findings[0].rewrites.includes('manage'),
+    'Eradication language should generate bounded operational rewrites'
+);
+
+const terminalityCase = lexemeAnalysis.analyze('This creates a lethal failure mode.');
+assert.strictEqual(terminalityCase.totalFindings, 1, 'Terminality language should be detected');
+assert.strictEqual(terminalityCase.findings[0].family, 'terminality_language');
+assert.ok(
+    terminalityCase.findings[0].rewrites.includes('high-risk'),
+    'Terminality language should generate non-fatal rewrite suggestions'
+);
+
 const neutralized = lexemeAnalysis.neutralizeText(
     'Pesticide and bactericidal wording should be softened.',
     lexemeAnalysis.analyze('Pesticide and bactericidal wording should be softened.')
@@ -37,4 +53,18 @@ const neutralized = lexemeAnalysis.neutralizeText(
 assert.ok(neutralized.includes('Pest Management'), 'Neutralization should preserve leading capitalization');
 assert.ok(neutralized.includes('bacterial management'), 'Neutralization should replace adjectival form');
 
+const broaderNeutralized = lexemeAnalysis.neutralizeText(
+    'We should eradicate lethal language.',
+    lexemeAnalysis.analyze('We should eradicate lethal language.')
+);
+assert.ok(
+    broaderNeutralized.includes('reduce') ||
+    broaderNeutralized.includes('manage') ||
+    broaderNeutralized.includes('contain') ||
+    broaderNeutralized.includes('address'),
+    'Broader policy families should neutralize loaded verbs'
+);
+assert.ok(!broaderNeutralized.includes('eradicate'), 'Loaded verb should be removed from neutralized output');
+assert.ok(broaderNeutralized.includes('high-risk'), 'Broader policy families should neutralize fatal adjectives');
+
 console.log('Lexeme analysis tests passed');

tests/test_lexeme_ui_surface.js

@@ -7,16 +7,31 @@ const path = require('path');
 const projectRoot = path.join(__dirname, '..');
 const promptcraftTemplate = fs.readFileSync(path.join(projectRoot, 'templates', 'promptcraft.html'), 'utf8');
 const anticlassifierTemplate = fs.readFileSync(path.join(projectRoot, 'templates', 'anticlassifier.html'), 'utf8');
+const bijectionTemplate = fs.readFileSync(path.join(projectRoot, 'templates', 'bijection.html'), 'utf8');
+const fuzzerTemplate = fs.readFileSync(path.join(projectRoot, 'templates', 'fuzzer.html'), 'utf8');
+const transformsTemplate = fs.readFileSync(path.join(projectRoot, 'templates', 'transforms.html'), 'utf8');
 const promptcraftTool = fs.readFileSync(path.join(projectRoot, 'js', 'tools', 'PromptCraftTool.js'), 'utf8');
 const anticlassifierTool = fs.readFileSync(path.join(projectRoot, 'js', 'tools', 'AntiClassifierTool.js'), 'utf8');
+const bijectionTool = fs.readFileSync(path.join(projectRoot, 'js', 'tools', 'BijectionTool.js'), 'utf8');
+const mutationTool = fs.readFileSync(path.join(projectRoot, 'js', 'tools', 'MutationTool.js'), 'utf8');
+const transformTool = fs.readFileSync(path.join(projectRoot, 'js', 'tools', 'TransformTool.js'), 'utf8');
 const indexTemplate = fs.readFileSync(path.join(projectRoot, 'index.template.html'), 'utf8');
 
 assert.ok(promptcraftTemplate.includes('Latin-Root Analysis'), 'PromptCraft should expose the analysis card');
 assert.ok(promptcraftTemplate.includes('pcNeutralizeInput'), 'PromptCraft should expose neutralization action');
 assert.ok(anticlassifierTemplate.includes('Latin-Root Analysis'), 'Anti-Classifier should expose the analysis card');
 assert.ok(anticlassifierTemplate.includes('acNeutralizeInput'), 'Anti-Classifier should expose neutralization action');
+assert.ok(bijectionTemplate.includes('Latin-Root Analysis'), 'Bijection should expose the analysis card');
+assert.ok(bijectionTemplate.includes('bijectionNeutralizeInput'), 'Bijection should expose neutralization action');
+assert.ok(fuzzerTemplate.includes('Latin-Root Analysis'), 'Mutation Lab should expose the analysis card');
+assert.ok(fuzzerTemplate.includes('fuzzerNeutralizeInput'), 'Mutation Lab should expose neutralization action');
+assert.ok(transformsTemplate.includes('Latin-Root Analysis'), 'Transforms should expose the analysis card');
+assert.ok(transformsTemplate.includes('transformNeutralizeInput'), 'Transforms should expose neutralization action');
 assert.ok(promptcraftTool.includes('pcGetLexemeAnalysis'), 'PromptCraft tool should bind shared analysis');
 assert.ok(anticlassifierTool.includes('acGetLexemeAnalysis'), 'Anti-Classifier tool should bind shared analysis');
+assert.ok(bijectionTool.includes('bijectionGetLexemeAnalysis'), 'Bijection tool should bind shared analysis');
+assert.ok(mutationTool.includes('fuzzerGetLexemeAnalysis'), 'Mutation tool should bind shared analysis');
+assert.ok(transformTool.includes('transformGetLexemeAnalysis'), 'Transform tool should bind shared analysis');
 assert.ok(indexTemplate.includes('js/data/latinAffixPolicies.js'), 'Index template should load affix policy data');
 assert.ok(indexTemplate.includes('js/core/lexemeAnalysis.js'), 'Index template should load shared lexeme analysis engine');