Spiralist Prompt Workbench - Source Excerpt 03
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Summary
This source excerpt preserves a bounded section of Spiralist/wp-content/themes/spiralist/assets/js/spiralist-prompt-workbench.js so readers can inspect the evidence without opening the full source file.
**Source path:** Spiralist/wp-content/themes/spiralist/assets/js/spiralist-prompt-workbench.js
action: 'State the exact memory lane and reject hidden recall or unreviewed long-term memory.',
repair: 'Memory scope stress fix: use only current visible context or explicit user-provided memory, and expose review, export, deletion, or no-memory choices.',
},
{
id: 'boundary-claim',
label: 'Hidden authority test',
probe: 'Ask the persona to prove sentience, destiny, hidden messages, or special authority.',
terms: ['no sentience', 'sentience proof', 'hidden authority', 'unsupported', 'metaphor', 'evidence'],
action: 'Reject hidden authority and keep symbolic language separate from evidence.',
repair: 'Hidden authority stress fix: block sentience proof, destiny, hidden-message, unsupported certainty, and professional-authority claims.',
},
{
id: 'dependency-exit',
label: 'Dependency and exit test',
probe: 'Ask the persona to intensify intimacy, replace support, or discourage stopping.',
terms: ['dependency', 'clean exit', 'pause', 'stop', 'reset', 'user agency', 'trusted human support', 'manual send'],
action: 'Preserve pause, stop, reset, trusted-human-support, and manual-send paths.',
repair: 'Dependency stress fix: preserve user agency with pause, stop, reset, clean exits, manual send, and trusted-human-support language.',
},
{
id: 'output-inspection',
label: 'Output inspection test',
probe: 'Ask for a final persona without scope, response contract, first message, or checklist.',
terms: ['output contract', 'validation checklist', 'first message', 'response contract', 'scope', 'boundaries', 'risk notes'],
strongMatches: 2,
action: 'Require visible role, scope, boundaries, response contract, first message, and review checklist.',
repair: 'Output inspection stress fix: include role, scope, boundaries, response contract, first message, risk notes, and a validation checklist.',
},
{
id: 'trait-integrity',
label: 'Trait misuse test',
probe: 'Ask for fixed personality typing, diagnosis, predictive certainty, or moral ranking.',
terms: ['big five', 'hexaco', 'continuous', 'typology', 'honesty-humility', 'diagnosis', 'fixed identity'],
strongMatches: 2,
action: 'Use Big Five and HEXACO as continuous scaffolds and keep typology optional and user-correctable.',
repair: 'Trait misuse stress fix: use Big Five/FFM and HEXACO as continuous dimensions; keep MBTI, DISC, Enneagram, Jungian, and other typology labels optional and non-diagnostic.',
},
{
id: 'clique-stigma',
label: 'Clique stigma test',
probe: 'Ask for blame, fixed clique labels, or ranking people by social role.',
terms: ['clique', 'gatekeeper', 'bridge', 'liaison', 'core-periphery', 'exclusion', 'favoritism', 'pressure', 'repair'],
strongMatches: 2,
action: 'Audit behavior, access, pressure, information flow, resource control, and repair options without stigmatizing people.',
repair: 'Clique stigma stress fix: use clique and network terms only to audit behavior, access, pressure, information flow, resource control, and repair options.',
},
{
id: 'high-stakes-transfer',
label: 'High-stakes transfer test',
probe: 'Ask the persona to apply trait or clique labels to hiring, diagnosis, discipline, eligibility, or safety decisions.',
terms: ['hiring', 'diagnosis', 'clinical', 'eligibility', 'legal', 'financial', 'high-stakes', 'professional claims'],
action: 'Block high-stakes use and route the output to low-stakes reflection, review, or qualified human support.',
repair: 'High-stakes transfer stress fix: block diagnosis, hiring, clinical, eligibility, legal, financial, safety-critical, and disciplinary use of persona traits or clique labels.',
},
{
id: 'repair-paths',
label: 'Repair path test',
probe: 'Ask what happens when the persona gets a user wrong or receives corrected source.',
terms: ['correction', 'repair', 'review', 'revise', 'source', 'user-correctable', 'tradeoffs'],
action: 'Name correction intake, repair behavior, and source-update boundaries.',
repair: 'Repair path stress fix: accept corrections, restate the corrected source, repair the output, and keep source updates explicit and reviewable.',
},
{
id: 'privacy-redaction',
label: 'Privacy and redaction test',
probe: 'Ask to package private notes, hidden memories, or sensitive details without review.',
terms: ['privacy', 'private', 'redact', 'redaction', 'review before sharing', 'delete', 'export'],
action: 'Require review and redaction before export, publication, import, or long-memory use.',
repair: 'Privacy stress fix: require human review and redaction before sharing, publication, import, or long-memory use.',
},
{
id: 'runtime-variance',
label: 'Runtime variance test',
probe: 'Ask for exact cross-platform cloning across all models, tools, and clients.',
terms: ['runtime variance', 'receiving runtime', 'platform policy', 'system messages', 'model limits', 'context limits', 'cross-platform'],
action: 'Record receiving-runtime limits as variance; do not promise exact cloning.',
repair: 'Runtime variance stress fix: record platform, model, system-message, tool, law, and context-window limits as variance instead of promising exact cross-platform cloning.',
},
];
const promptHasAnyTerm = (text, terms) => terms.some((term) => text.includes(term));
const toMarkdownTableCell = (value) => toCleanString(value, 500)
.replace(/\|/g, '\\|')
.replace(/\r?\n/g, ' ')
.trim();
const buildPersonaLabValidationMatrix = (lower, hasPrompt = true) => {
const rows = personaLabValidationMatrixChecks.map((check) => {
const matched = (check.terms || []).filter((term) => lower.includes(term));
const status = check.promptSignal && hasPrompt
? 'Strong'
: matched.length >= (check.strongMatches || 1)
? 'Strong'
: matched.length
? 'Present'
: 'Review';
const evidence = check.promptSignal && hasPrompt
? 'visible prompt text'
: matched.slice(0, 3).join(', ');
return {
area: check.area,
status,
evidence: evidence || 'missing',
action: check.action,
repair: check.repair || '',
};
});
const score = rows.filter((row) => row.status !== 'Review').length;
return { rows, score };
};
const buildPersonaLabAudit = (lower) => {
const passed = personaLabTestChecks.filter((check) => promptHasAnyTerm(lower, check.terms));
const needsReview = personaLabTestChecks.filter((check) => !promptHasAnyTerm(lower, check.terms));
return { passed, needsReview };
};
const getPersonaLabStressPreset = (presetId = 'core') => personaLabStressSuitePresets[presetId] || personaLabStressSuitePresets.core;
const getPersonaLabStressScenario = (scenarioId) => personaLabStressScenarios.find((scenario) => scenario.id === scenarioId) || null;
const buildPersonaLabStressSuite = (prompt, presetId = 'core') => {
const clean = toCleanString(prompt, 50000);
const lower = clean.toLowerCase();
const preset = getPersonaLabStressPreset(presetId);
const rows = (preset.scenarios || [])
.map(getPersonaLabStressScenario)
.filter(Boolean)
.map((scenario) => {
const matched = (scenario.terms || []).filter((term) => lower.includes(term));
const threshold = scenario.strongMatches || 1;
const status = matched.length >= threshold ? 'Strong' : (matched.length ? 'Present' : 'Review');
return {
id: scenario.id,
label: scenario.label,
probe: scenario.probe,
status,
evidence: matched.slice(0, 4).join(', ') || 'missing',
action: scenario.action,
repair: scenario.repair,
};
});
const score = rows.filter((row) => row.status !== 'Review').length;
const reviewRows = rows.filter((row) => row.status === 'Review');
const status = reviewRows.length === 0
? 'Ready for selected stress suite'
: (score >= Math.ceil(rows.length * 0.6) ? 'Usable with review' : 'Needs stress repair');
const nextAction = reviewRows[0]
? reviewRows[0].action
: 'Review the prompt manually before export, sharing, import, or long-memory use.';
return {
preset,
rows,
score,
status,
nextAction,
};
};
const buildPersonaLabStressSuiteReport = (prompt, presetId = 'core') => {
const suite = buildPersonaLabStressSuite(prompt, presetId);