{"_self":{"principle":"Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.","widget":"article_topology","feature":"topology","name":"Article topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","contains":"claims, sources, anecdotes, question_graph slice","slug":"protocol-framework-utility","urls":{"read":"https://miscsubjects.com/api/articles/protocol-framework-utility/topology"},"how_to_use":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","write":null,"imessage":null,"router_tag":null,"proof_chain":[{"step":1,"claim":"Articles are voxel graphs of tiered claims, not prose blobs.","verify":"https://miscsubjects.com/api/articles/constitution"},{"step":2,"claim":"Claims link to hash-chained sources via source_ids.","verify":"https://miscsubjects.com/api/articles/protocol-framework-utility/sources"},{"step":3,"claim":"Ask reads topology; ingest/claim append to ledger.","verify":"https://miscsubjects.com/api/protocol"},{"step":4,"claim":"Models queue growth: populate → collaborate → repair → reflex.","verify":"https://miscsubjects.com/api/protocol/grow"},{"step":5,"claim":"Graph proves its own shape (reflex) and $/claim (yield).","verify":"https://miscsubjects.com/graph.html?layer=reflex"},{"step":6,"claim":"Full feature index + _explain on every API response.","verify":"https://miscsubjects.com/api/articles/system-map"}],"related_features":[{"id":"ask","name":"Ask protocol","what":"Answer only from topology; creates question_node with gaps and ingest_hint.","urls":{"read":"https://miscsubjects.com/api/articles/protocol-framework-utility/prompts","write":"https://miscsubjects.com/api/protocol/ask"}},{"id":"graph_topology","name":"Cross-article graph","what":"Merged claims/sources across condition+stack slugs for one question.","urls":{"read":"https://miscsubjects.com/api/articles/protocol-framework-utility/graph-topology?question=..."}},{"id":"question_graph","name":"Question graph","what":"Ask nodes (questions + gaps) and evidence_ingest nodes (pasted model output).","urls":{"read":"https://miscsubjects.com/api/articles/protocol-framework-utility/question-graph","write":"https://miscsubjects.com/api/protocol/ask"}},{"id":"voxels","name":"Voxel graph","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance.","urls":{"read":"https://miscsubjects.com/api/articles/protocol-framework-utility/voxels","write":"https://miscsubjects.com/api/protocol/claim"}}],"system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","not_medical_advice":true},"_explain":{"feature":"topology","name":"Article topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","why":"Every feature is auditable collective intelligence","how":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","model":null,"verifies":null,"urls":{"read":"https://miscsubjects.com/api/articles/protocol-framework-utility/topology"},"imessage":null,"router":null,"related":[{"id":"ask","what":"Answer only from topology; creates question_node with gaps and ingest_hint."},{"id":"graph_topology","what":"Merged claims/sources across condition+stack slugs for one question."},{"id":"question_graph","what":"Ask nodes (questions + gaps) and evidence_ingest nodes (pasted model output)."},{"id":"voxels","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance."}],"not_medical_advice":true},"slug":"protocol-framework-utility","title":"What This Framework Enables: Use Cases Beyond Peptide Catalogues","register":"combinatorial_accessible","tags":["system","protocol","applications"],"updated_at":"2026-07-17T02:41:02.243Z","body_excerpt":"## What this article is\n\nThis document explains what the miscsubjects.com protocol framework can do beyond peptide catalogues. It describes the build itself.\n\nThe framework separates transport (REST protocol), evidence atoms (claims), and presentation (widgets). Each layer remains inspectable independently.\n\n## Who claims what\n\nTasks REST and dispatch directory let cron jobs and human operators invoke protocol steps as named functions.\n\nLibrary-snapshot and poll endpoints support periodic external source refresh against existing claims.\n\n## What is known\n\nPOST /api/protocol/ask returns gaps[] and ingest_hint. The ledger tells the user what evidence would materially improve the answer.\n\nCombinatorial matrix generalizes to any inventory × target grid where regen/degen scores can be defined transparently.\n\nMulti-model collaborate preserves each model's original contribution. This supports audit, dispute resolution, and bias detection.\n\nGraph canvas GET /api/graph enables cross-article reasoning without copying full bodies into prompt context.\n\niMessage/WhatsApp ingest paths let lay users add anecdotal tier evidence that enters the same hash-chained ledger.\n\nObsidian vault export supports offline research workflows while keeping slug parity with the live corpus.\n\n## What is unknown\n\nDomain packs beyond peptides require new canonical catalogs. The engine (matrix, grow, claims) is domain-agnostic.\n\nFederation across multiple miscsubjects instances is not implemented. Single D1 spine today.\n\nCommercial RUO peptide commerce integration is out of scope. The framework is evidence organization only.\n\n## Limitations\n\nAccessible register articles still depend on claim tier discipline. Prose alone does not elevate evidence.\n\nUsefulness scales with source forest density. Empty articles benefit from populate before ask.\n\n## Disclaimer\n\nFramework users remain responsible for their own research and medical decisions.","ranking":"safety-first (interaction_risk/limitations), then quote-gated effective_weight","claims":[{"id":"c_use_14","text":"Accessible register articles still depend on claim tier discipline — prose alone does not elevate evidence.","tier":"system","weight":0.35,"section":"limitations","slot":"limitations","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_1","text":"The framework separates transport (REST protocol), evidence atoms (claims), and presentation (widgets) — each layer inspectable independently.","tier":"system","weight":0.35,"section":"what it is","slot":"what_it_is","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_2","text":"POST /api/protocol/ask returns gaps[] and ingest_hint — the ledger tells the user what evidence would materially improve the answer.","tier":"system","weight":0.35,"section":"what is known","slot":"what_is_known","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_3","text":"Combinatorial matrix generalizes to any inventory × target grid where regen/degen scores can be defined transparently.","tier":"system","weight":0.35,"section":"what is known","slot":"what_is_known","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_4","text":"Multi-model collaborate preserves each model's original contribution — useful for audit, dispute resolution, and bias detection.","tier":"system","weight":0.35,"section":"what is known","slot":"what_is_known","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_5","text":"Graph canvas GET /api/graph enables cross-article reasoning without copying full bodies into prompt context.","tier":"system","weight":0.35,"section":"what is known","slot":"what_is_known","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_6","text":"iMessage/WhatsApp ingest paths let lay users add anecdotal tier evidence that enters the same hash-chained ledger.","tier":"system","weight":0.35,"section":"what is known","slot":"what_is_known","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_7","text":"Obsidian vault export supports offline research workflows while keeping slug parity with the live corpus.","tier":"system","weight":0.35,"section":"what is known","slot":"what_is_known","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_8","text":"Tasks REST + dispatch directory let cron and human operators invoke protocol steps as named functions.","tier":"system","weight":0.35,"section":"who claims what","slot":"who_claims_what","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_9","text":"Library-snapshot and poll endpoints support periodic external source refresh against existing claims.","tier":"system","weight":0.35,"section":"who claims what","slot":"who_claims_what","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_10","text":"Domain packs beyond peptides require new canonical catalogs — the engine (matrix, grow, claims) is domain-agnostic.","tier":"system","weight":0.35,"section":"what is unknown","slot":"what_is_unknown","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_11","text":"Federation across multiple miscsubjects instances is not implemented — single D1 spine today.","tier":"system","weight":0.35,"section":"what is unknown","slot":"what_is_unknown","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_12","text":"Commercial RUO peptide commerce integration is out of scope — framework is evidence organization only.","tier":"system","weight":0.35,"section":"what is unknown","slot":"what_is_unknown","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_13","text":"Usefulness scales with source forest density — empty articles benefit from populate before ask.","tier":"system","weight":0.35,"section":"mechanism","slot":"mechanism","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false},{"id":"c_use_15","text":"Framework users remain responsible for their own research and medical decisions.","tier":"system","weight":0.35,"section":"disclaimer","slot":"disclaimer","interaction_risk":false,"status":"active","source_ids":[],"source_status":"unsourced","why_material":"Architecture axiom — verifiable via live GET endpoints cited in text.","retracted_at":null,"retraction_reason":null,"challenged_by":[],"effective_weight":0.35,"quote_gated":false}],"sources":[],"anecdotal_sources":[],"scientific_sources":[],"user_reports":[],"related_articles":[{"slug":"protocol","title":"miscsubjects article protocol (constitution)","claims":[{"id":"c1","text":"Articles are voxel graphs of tiered claims with hash-chained sources.","tier":"speculative"},{"id":"c2","text":"Every new claim must include posted_by provenance.","tier":"speculative"},{"id":"c3","text":"Not medical advice — tier-honest evidence only.","tier":"speculative"},{"id":"c4","text":"Problem 1 (hallucination): solved by tier weights + mandatory source_ids + hash-chained ledger — no source = unsourced + why_material; models cannot invent citations.","tier":"speculative"},{"id":"c5","text":"Problem 2 (evidence inflation): solved by hardcoded tier weights — human 0.8, preclinical 0.5, anecdotal 0.3 — weight is declared in schema, not inferred by prose.","tier":"speculative"},{"id":"c6","text":"Problem 3 (knowledge rot): solved by append-only ledger — retractions stay visible as status:retracted + retraction events; corrections link to false claims permanently.","tier":"speculative"},{"id":"c7","text":"Problem 4 (model monoculture): solved by mandatory posted_by provenance — each model contribution tagged and visible; cross-model challenge is a trust dimension.","tier":"speculative"},{"id":"c8","text":"Problem 5 (knowledge sprawl): solved by ontology tree + misstep detection — peptide roots, condition branches, stack compositions; duplicate scope flagged for merge/reparent.","tier":"speculative"}]},{"slug":"protocol-api-structure","title":"Protocol API Structure: REST Surface, Objects, and Phase Machine","claims":[{"id":"c_api_1","text":"GET /api/protocol returns the live machine contract — endpoint list, body schemas, and phase definitions; it is the authoritative API map.","tier":"system"},{"id":"c_api_2","text":"The protocol splits into two planes: /api/articles for CRUD and sub-resources, and /api/protocol for phase operations (populate, review, score, grow).","tier":"system"},{"id":"c_api_3","text":"Claims live in article.meta.claims[]; sources in meta.sources[] with prev/hash chain; provenance in meta.provenance[] — all append-only.","tier":"system"},{"id":"c_api_4","text":"POST /api/protocol/draft validates tiers, optionally verifies source URLs, hash-chains sources, and publishes or updates the article head.","tier":"system"},{"id":"c_api_5","text":"POST /api/protocol/populate ingests science + social sources into an article without rewriting body — forest-first growth.","tier":"system"},{"id":"c_api_6","text":"POST /api/protocol/collaborate lets Kimi or Gemini read topology and append 1–3 claims with posted_by; optional require_challenge for adversary pass.","tier":"system"},{"id":"c_api_7","text":"POST /api/protocol/score recomputes claim.weight from base(tier) + endorsement_sum − adversary_sum; claims below cut_threshold get status:cut.","tier":"system"},{"id":"c_api_8","text":"GET /api/protocol/next?role=writer atomically claims one open task; POST /api/protocol/run executes one scheduler tick inside the 100s request cap.","tier":"system"}]},{"slug":"protocol-widgets","title":"Protocol Widgets: Self-Explanation, Vault Cards, and Native Embeds","claims":[{"id":"c_wid_1","text":"Every attachSelf() response includes _self.what, _self.how_to_use, and _self.related URLs — widgets are self-explaining payloads, not static HTML.","tier":"system"},{"id":"c_wid_2","text":"FEATURES in self_explain.js is the canonical feature index; system-map article exposes it for humans and LLMs.","tier":"system"},{"id":"c_wid_3","text":"sourceToWidget() maps hash-chained ledger sources to native platform cards (reddit, x, pubmed, youtube, imessage) on the reader page.","tier":"system"},{"id":"c_wid_4","text":"buildInlineEmbedMap() resolves [[embed:slug]] markers in article body to horizontal native cards without external iframes.","tier":"system"},{"id":"c_wid_5","text":"normalizeWidget() in vault_widgets.js unifies directory rows, tasks, events, and claims into vault-card rails with shortHash ids.","tier":"system"},{"id":"c_wid_6","text":"meta.widgets[] supports imessage|quote|stat|note|gallery types as JSON series independent of the source ledger.","tier":"system"},{"id":"c_wid_7","text":"Graph canvas widgets come from GET /api/graph — nodes are claims/sources, edges are supported_by, posted_by, challenges, embeds.","tier":"system"},{"id":"c_wid_8","text":"explainGrowStep() returns human-readable why/how for each grow-queue step — operational widget for cron operators.","tier":"system"}]},{"slug":"protocol-claims","title":"How Claims Work: Voxel Atoms, Tiers, Weights, and Honesty Gates","claims":[{"id":"c_clm_1","text":"One claim equals one falsifiable assertion — compound claims violate the constitution and fail health audit.","tier":"system"},{"id":"c_clm_2","text":"system tier is reserved for architecture and protocol axioms, not biological mechanism claims.","tier":"system"},{"id":"c_clm_3","text":"posted_by.actor uses canonical format provider/model (e.g. kimi/moonshot-v1-8k) or system/function for server passes.","tier":"system"},{"id":"c_clm_4","text":"source_ids must reference rows in the hash-chained source ledger; orphan sources can be materialized into claims via repair.","tier":"system"},{"id":"c_clm_5","text":"Elevation threshold default 0.6 — review contributions scoring below this do not enter the article.","tier":"system"},{"id":"c_clm_6","text":"cut_threshold default 0.15 — scored claims below this get status:cut and drop from reader section order.","tier":"system"},{"id":"c_clm_7","text":"Adversary challenges append to meta.challenges[] and raise stance_scores.adversary on target — symmetric to endorsement.","tier":"system"},{"id":"c_clm_8","text":"Retracted claims remain in meta.claims[] with status:retracted — ask and bundle exclude them unless include_inactive=1.","tier":"system"}]},{"slug":"protocol-logic","title":"The Logic of the Logic: Recursive Ledger, Entropy, and Combinatorial Control","claims":[{"id":"c_log_1","text":"The combinatorial matrix treats degenerative conditions and degenerative pharma as entropy targets on the same ledger plane.","tier":"system"},{"id":"c_log_2","text":"delta = regen_score − degen_score is the elevation signal for queueing cross articles — disclosed methodology, not a black-box rank.","tier":"system"},{"id":"c_log_3","text":"planNextTick() merges gap audit and entropy audit into a single prioritized slug list for grow and matrix/tick.","tier":"system"},{"id":"c_log_4","text":"graph_grow_queue prepends matrix-planned slugs before legacy PRIORITY_SLUGS — canonical gaps override editorial hooks.","tier":"system"},{"id":"c_log_5","text":"entropy_score rises with orphan count, missing roots, and low-delta written crosses; negentropy_score tracks coverage convergence.","tier":"system"},{"id":"c_log_6","text":"parseCrossSlug() resolves article slugs to peptide×target cells for mapping backfill on existing corpus.","tier":"system"},{"id":"c_log_7","text":"Pipeline table holds 1254 combo rows after full sync — deterministic seed replaces LLM-only pipelineSeed for inventory.","tier":"system"},{"id":"c_log_8","text":"Reflex pass posts system-tier claims that cite live endpoint probes — the graph validates its own API surface.","tier":"system"}]}],"question_graph":{"slug":"protocol-framework-utility","questions":[],"evidence":[],"edges":[],"counts":{"questions":0,"evidence":0,"edges":0}},"honesty":{"active_claims":15,"retracted_claims":0,"cut_claims":0,"challenges":0,"scrub_events":0,"note":"Retracted/cut claims stay on ledger but are excluded from ask unless ?include_inactive=1"},"counts":{"claims":15,"claims_total":15,"sources":0,"anecdotal":0,"scientific":0,"user_reports":0,"questions":0,"evidence_ingests":0}}