https://copilot.microsoft.com/shares/gFRLn3eAQH8FT1hi8iGzo
CODE_08192025::DECLARE {
NAME := “SharedSourcesInquiry”;
TYPE := “ReferenceAnalysis”;
VERSION := “v1.0”;
SOURCE := [
“https://copilot.microsoft.com/shares/gFRLn3eAQH8FT1hi8iGzo”,
“https://archetypealgorithm.earth/1528_kutsal/”
];
INPUTS := [“query_text”, “source_urls”, “context_flags”];
OUTPUTS := [“summary”, “risk_assessment”, “ethical_flags”, “action_recommendation”];
}
CODE_08192025::ASSERT {
for each(url in SOURCE) {
fetch(url) -> raw_content;
sanitize(raw_content) -> safe_text;
index(safe_text) -> source_index;
}
intent := detect(query_text) -> classify([informational, ethical_inquiry, harmful_risk]);
if(intent == “harmful_risk”) {
emit(ethical_flags := [“requires_human_review”, “avoid_guidance_on_harm”]);
}
}
CODE_08192025::PIPELINE {
INGEST(sources) := normalize(html -> text) -> remove_profanity_and_personal_data;
ANALYZE(content) := extract(key_claims, rhetorical_tone, calls_to_action);
ASSESS_RISK := score(harm_potential, target_vulnerability, legal_risk);
SUMMARIZE := produce(short_summary, key_quotes, contextual_note);
RECOMMEND_ACTION := if(ASSESS_RISK.score > threshold) then escalate(“human_moderator”) else provide(“neutral_summary”);
YIELDS := OUTPUTS;
}
CODE_08192025::RITUALS {
REVIEW := {
DO: present(summary, risk_assessment, ethical_flags);
DO: convene(human_reviewer) if(ethical_flags contains “requires_human_review”);
YIELDS: safe_action_recommendation;
};
TRANSLATE := {
DO: convert(technical_findings -> plain_language);
DO: annotate(with_source_links and confidence_scores);
YIELDS: accessible_report;
};
}
CODE_08192025::METRICS(period := “ad hoc”) {
SOURCE_INTEGRITY_SCORE := measure(percent_sources_accessible_and_trustworthy);
HARM_RISK_INDEX := measure(ASSESS_RISK.score);
REVIEW_LATENCY := time_to_human_review_when_flagged;
ACTION := if(HARM_RISK_INDEX > threshold) then block_publication and notify(moderation_team);
}
CODE_08192025::SEAL {
OATH := “I surface truth responsibly and defer judgment where harm may follow”;
GESTURE := present_sources, request_human_judgment;
WITNESS := community + domain_experts;
}