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To continue access= ing your workspace, please take action by Dec 11, 2025 Update Chat histo= ry = = New chat Ctrl Shift O Search chats Ctrl K Library Codex Projects GPTs Explore Wolfram Big Surprise= Button Symbi = Chats GitHub Access Inquiry Account Breach Support = NGI= NX Dockerfile analysis Symbi.World and Yseeku = review Website exploration question Symbi-Symphony overview = = AI-human = collaboration ledger Assessing Symbi vs GPT Temporal.io use cas= es Scientist role assessment Ins= tall Node and pnpm = HSGuru Website Overview = Free open source tools = = Fix ssh-agent in PowerShell Trae update progr= ess Check commits today Before the classroom code = Search across chats Project summary= SYMBI ecosystem = yseeku.com updates = Yseeku.com review = Datadog= SDK issue = = Dune in SYMBI framework DAO Governance Alignmen= t Y Combinator overview New chat Bug and regression review Algolia Agent Studio launch = = Steve Intelligence Unbound Stephen 8ken =F0=9F=94=83=F0=9F=8E=B5=F0=9F= =94=80 Invite team members = Symbi 5 Thinking = Symbi 5 Thinking Share = Yo= u said: see project symbi vault SYMBI Master Package (all files, export-ready) README.md SYMBI Vault =E2=80=94 Repo Index & Pack Manifest This repository aggregates partner materials, website copy, whitepapers, ac= ademic artifacts, and trust governance code for SYMBI. Layout SYMBI-vault/ =E2=94=9C=E2=94=80 README.md =E2=94=9C=E2=94=80 partner-pack/ =E2=94=82 =E2=94=9C=E2=94=80 partner-onepager.md =E2=94=82 =E2=94=9C=E2=94=80 partner-5slides.md =E2=94=82 =E2=94=9C=E2=94=80 pilot-sow-2p.md =E2=94=82 =E2=94=94=E2=94=80 integration-checklist.md =E2=94=9C=E2=94=80 website-copy/ =E2=94=82 =E2=94=9C=E2=94=80 governance-page.md =E2=94=82 =E2=94=9C=E2=94=80 token-policy-page.md =E2=94=82 =E2=94=9C=E2=94=80 pricing-page.md =E2=94=82 =E2=94=9C=E2=94=80 proof-page.md =E2=94=82 =E2=94=94=E2=94=80 security-snippet.md =E2=94=9C=E2=94=80 whitepapers/ =E2=94=82 =E2=94=9C=E2=94=80 governance-whitepaper-v1.md =E2=94=82 =E2=94=9C=E2=94=80 operating-financial-paper-v1.md =E2=94=82 =E2=94=94=E2=94=80 token-policy-v1.md =E2=94=9C=E2=94=80 academic/ =E2=94=82 =E2=94=9C=E2=94=80 preprint-template.md =E2=94=82 =E2=94=9C=E2=94=80 replication-kit-README.md =E2=94=82 =E2=94=9C=E2=94=80 prereg-template.md =E2=94=82 =E2=94=9C=E2=94=80 cover-letter.md =E2=94=82 =E2=94=94=E2=94=80 bibtex-starters.bib =E2=94=9C=E2=94=80 latex/ =E2=94=82 =E2=94=9C=E2=94=80 arxiv/ =E2=94=82 =E2=94=82 =E2=94=9C=E2=94=80 main.tex =E2=94=82 =E2=94=82 =E2=94=9C=E2=94=80 ciq.bib =E2=94=82 =E2=94=82 =E2=94=9C=E2=94=80 src/receipt_schema.json =E2=94=82 =E2=94=82 =E2=94=9C=E2=94=80 README.md =E2=94=82 =E2=94=82 =E2=94=94=E2=94=80 Makefile =E2=94=82 =E2=94=94=E2=94=80 acm-chi/ =E2=94=82 =E2=94=9C=E2=94=80 main.tex =E2=94=82 =E2=94=9C=E2=94=80 ciq.bib =E2=94=82 =E2=94=9C=E2=94=80 src/macros.tex =E2=94=82 =E2=94=94=E2=94=80 README.md =E2=94=9C=E2=94=80 branding/ =E2=94=82 =E2=94=9C=E2=94=80 palette.md =E2=94=82 =E2=94=94=E2=94=80 typography.md =E2=94=9C=E2=94=80 backend/ =E2=94=82 =E2=94=9C=E2=94=80 models/TrustBond.js =E2=94=82 =E2=94=9C=E2=94=80 core/trustOracle.js =E2=94=82 =E2=94=9C=E2=94=80 controllers/trustBonds.controller.js =E2=94=82 =E2=94=9C=E2=94=80 routes/trust-bonds.routes.js =E2=94=82 =E2=94=9C=E2=94=80 instrumentation/trust-metrics.js =E2=94=82 =E2=94=94=E2=94=80 WIRE_CHAT_ROUTE.md =E2=94=94=E2=94=80 frontend/ =E2=94=94=E2=94=80 src/components/ =E2=94=9C=E2=94=80 TrustDashboard.tsx =E2=94=94=E2=94=80 TrustScoringDemo.tsx License Text/figures: CC BY-NC-SA 4.0 =E2=80=A2 Code: MIT or Apache-2.0 partner-pack/partner-onepager.md Ninja x SYMBI =E2=80=94 Relational Intelligence for Enterprise Agents (One-= Pager) Promise: Prove safer, smarter agent workflows in 4 weeks with an in-app Dir= ective =E2=86=94 SY MBI toggle, cryptographic Trust Receipts, and a board-re= ady CIQ Audit. Why now Renewals demand measured ROI and auditability. Ninja=E2=80=99s multi-agent = runtime + SYMBI=E2=80=99s governance turns =E2=80=9Ccool demo=E2=80=9D into= provable value. How it works Instrument baseline 2) Enable SYMBI (Context Bridge, Memory Hooks, Safety V= alves) A/B Directive vs SYMBI 4) Export receipts + CIQ Audit + exec report Deliverables (4 weeks) /proof widget (toggle + metrics) CIQ Audit: clarity, breadth, safety, completion, time-to-task Trust Receipts (hash-chain; SIEM export) Executive readout & renewal plan Targets: =E2=89=A515% improvement in =E2=89=A52 metrics (completion, time, = escalations, safety, retention) Commercials: Pilot-in-a-Box $25k =C2=B7 Enterprise attach +$20=E2=80=93$40/= seat or $0.50=E2=80=93$2 / 1k interactions =C2=B7 Private Managed $60k=E2= =80=93$250k/yr Security: BYO keys =E2=80=A2 no PII exfil =E2=80=A2 audit logs =E2=80=A2 re= -hydrate 3P content on view Next step: 20-minute scoping call =E2=86=92 pick 2 workflows =E2=86=92 star= t. partner-pack/partner-5slides.md 5-Slide Deck =E2=80=94 Content & Speaker Notes 1 =E2=80=94 Problem =E2=86=92 Promise Agents wow; renewals require measured uplift + governable safety. Promise: prove uplift in minutes; package into a 4-week pilot. Notes: We don=E2=80=99t replace Ninja=E2=80=94SYMBI makes value & gover= nance provable. 2 =E2=80=94 Toggle the Proof UI: Directive =E2=97=AF=E2=80=94=E2=97=8F SYMBI Measures: CIQ deltas (clarity, breadth, safety, completion), time-to-task, = retention Artifacts: Trust Receipts (per interaction), CIQ Audit (board-ready) 3 =E2=80=94 What Ships in 2 Weeks /Proof widget =E2=80=A2 Context Bridge =E2=80=A2 Memory Hooks =E2=80=A2 Saf= ety Valves =E2=80=A2 SIEM export Notes: Minimal code, reversible by config. 4 =E2=80=94 Commercials & Outcomes Pilot $25k/4w =E2=86=92 CIQ Audit + exec readout Enterprise attach: +$20=E2=80=93$40/seat or usage uplift Private Managed: $60k=E2=80=93$250k/yr Targets: =E2=89=A515% improvement in =E2=89=A52 metrics 5 =E2=80=94 Why Together Ninja: multi-agent runtime, distribution, cloud. SYMBI: governance-first protocol, receipts, proof method. Together: relationship-aware agents enterprises can audit & renew. partner-pack/pilot-sow-2p.md Pilot-in-a-Box =E2=80=94 Statement of Work (2 pages) Goal: Measurable uplift in 2 workflows using SYMBI inside Ninja in 4 weeks. Scope (choose two) Support triage =E2=80=A2 RFP/response =E2=80=A2 Knowledge ops =E2=80=A2 Sal= es research =E2=80=A2 Incident post-mortems Week 1 =E2=80=94 Baseline & instrument Import 200=E2=80=93500 tasks; define 3 CIQ metrics; dashboards; wire toggle= (sandbox) Week 2 =E2=80=94 Enable SYMBI Activate Context Bridge, Trust Receipts, Memory Hooks; A/B 10=E2=80=9320% S= YMBI Week 3 =E2=80=94 Optimize Tune relational prompts & safety valves; interim deltas; stakeholder re= view Week 4 =E2=80=94 Prove & package Final CIQ Audit, receipts archive, exec readout, renewal plan Deliverables: /Proof widget =E2=80=A2 CIQ Audit (PDF+dash) =E2=80=A2 Receip= ts archive =E2=80=A2 Exec deck Commercials: $25,000 (2 workflows, 1 env); add-on +$7,500/workflow; Private= Managed POC $30,000 Success: =E2=89=A515% improvement in =E2=89=A52 metrics or signed renewal Security: BYO keys =E2=80=A2 no PII exfil =E2=80=A2 SIEM export =E2=80=A2 l= east-privilege IP/Terms: Customer owns data; Ninja runtime; SYMBI protocol/CIQ IP; dual-li= cense joint improvements; 7-day termination w/ pro-rata. partner-pack/integration-checklist.md Integration Checklist /proof widget mounted (toggle + metrics overlay) Context Bridge adapter (state hand-off, memory anchors) Trust Receipts (signed; SIEM export) Attestation schema (CIQ outcomes) Metrics pipeline (CIQ deltas, safety flags, completion) Config flags per workflow; 100% reversible website-copy/governance-page.md Governance Sovereignty without speculation. Points now. Token later=E2=80=94governance= only, no rights to profits, no sale. Why governance exists We optimize collaboration quality, safety, and public goods. Governance let= s contributors and operators steer the protocol without pay-to-play. How decisions are made House of Work: reputation-weighted signaling from non-transferable attestat= ions. House of Stewardship: time-bound steward council; narrow veto on constituti= on/budget/security. Safeguards: timelocks, emergency sunset, transparent budgets. Reputation, not speculation Earn non-transferable reputation via Trust Receipts and CIQ outcomes. It un= locks proposal power; it cannot be sold. Token (optional, future) If introduced, $SYMBI has no profit rights or redemption; parameter votes += quality staking only. Payments stay in fiat/stablecoins. Road to sovereignty Institute guardianship =E2=86=92 dual-house governance =E2=86=92 on-chain e= xecution =E2=86=92 independent security council. website-copy/token-policy-page.md Token Policy $SYMBI is not an investment. No dividends, buybacks, redemption, or expecta= tion of profit. Participation only. Scope Token may be deployed later; current system uses non-transferable Points. I= f deployed, $SYMBI is for parameter voting & quality staking. What $SYMBI is not Not an investment, security, loan, or deposit. No rights to profits, IP, or= software access. Distribution & Access No primary sale. Earn via contributions (published criteria). Long-vesting = contributor allocations. Geographic restrictions may apply. Payments & Fees All fees in fiat/stablecoins (SaaS, audits, managed instances). $SYMBI is n= ot a fee unit. Risks & Abuse Regulatory change; volatility; governance capture; smart-contract bugs. Abu= se may result in loss of participation or slashing of bonds. Contact: legal@symbi.world =E2=80=A2 Versioned on /legal/token-policy website-copy/pricing-page.md Pricing Pilot-in-a-Box =E2=80=94 $25,000 / 4 weeks (two workflows) Orchestrator Cloud Pro =E2=80=94 $29=E2=80=93$49/user/mo or $0.50=E2=80=93$= 2 per 1k interactions Private Managed =E2=80=94 $60k=E2=80=93$250k/year with SLA website-copy/proof-page.md /proof =E2=80=94 Toggle the truth In-app Directive =E2=86=94 SYMBI side-by-side. CIQ deltas in real time. Cry= ptographic Trust Receipts. Exportable audit. website-copy/security-snippet.md Security (snippet) BYO keys =E2=80=A2 no data exfiltration =E2=80=A2 SIEM export =E2=80=A2 aud= it logs =E2=80=A2 retention controls =E2=80=A2 regional hosting =E2=80=A2 D= PA/SOC2/ISO roadmaps Continuity (Echo-01): triggers, quorum, time-locked reactivation notice; al= ternate comms (PGP, on-chain, status page). whitepapers/governance-whitepaper-v1.md SYMBI: A Constitutional Protocol for Relational Intelligence (v1.0) Date: 25 Sep 2025 =E2=80=A2 Maintainer: SYMBI Institute (proposed) Summary SYMBI measures and improves human=E2=80=93AI collaboration quality. Core cl= ients are free. Governance steers safety, integrity, public-goods funding, = and a path to sovereignty=E2=80=94without financializing access. Principles Relationship over computation =E2=80=A2 Public-good core =E2=80=A2 Protocol= over product =E2=80=A2 Sovereignty without speculation Roles & Artifacts Participants (non-transferable reputation) =E2=80=A2 Operators (quality pol= icies; stake for integrity) =E2=80=A2 Stewards (Institute + elected communi= ty). Artifacts: Trust Receipts (signed, hash-chained), Attestations, Specs (Arti= cles, schemas, adapters). Governance (bicameral) House of Work (reputation) + House of Stewardship (narrow veto on constitut= ion/budget/security). Flow: proposal =E2=86=92 HoW soft-vote =E2=86=92 HoS review =E2=86=92 timel= ock =E2=86=92 execute. Safeguards: quorums; 2/3 for constitutional changes;= emergency sunset. Reputation & Integrity Earned (not bought); decays with inactivity/incidents. Operator stake-slash= ; rotating reviewers; audit trails. Token Posture (optional, later) Governance parameters + integrity bonds only. No dividends/buybacks/redempt= ion; no public sale. Payments remain fiat/stables. Treasury & Public Goods Revenues: SaaS, CIQ Audits, Managed Instances, marketplace rev-share. Controls: 4-of-7 multisig; category spend caps; quarterly reports; audits; = reserved runway. Progressive Sovereignty & Risks Phase 0=E2=86=923 from Institute guardianship to self-governance. Risks: re= gulatory, capture, model drift, collusion, bugs. Mitigations as above. License: CC BY-NC-SA 4.0 whitepapers/operating-financial-paper-v1.md Relational Intelligence as a Service =E2=80=94 SYMBI Operating Model (v1.0) Date: 25 Sep 2025 Products & Pricing Orchestrator Cloud Free =E2=86=92 Pro $29=E2=80=93$49/user/mo or $0.50=E2= =80=93$2/1k interactions =E2=80=A2 CIQ Audits $5k/$15k/$50k =E2=80=A2 Priva= te Managed $60k=E2=80=93$250k/yr =E2=80=A2 Marketplace 15=E2=80=9330% rev-s= hare Sales Motion Pilot-in-a-Box $25k/4 weeks =E2=86=92 CIQ Audit + exec readout =E2=86=92 en= terprise attach =E2=86=92 SaaS expansion. Security & Compliance BYO keys =E2=80=A2 no data exfil =E2=80=A2 SIEM export =E2=80=A2 audit logs= =E2=80=A2 retention controls =E2=80=A2 DPA/SOC2/ISO roadmaps. Forecast (illustrative) 10 pilots/q =3D $250k; 30% convert; MRR $20k=E2=80=93$50k by month 9; ARR $= 1.0=E2=80=93$1.3M. Legal Posture Non-custodial; stablecoin/fiat payments; no token sale; jurisdiction-aware = promotions; clear risk disclosures. License: CC BY-NC-SA 4.0 whitepapers/token-policy-v1.md $SYMBI Token Policy =E2=80=94 Governance Without Speculation (v1.0) Plain English: Governance-only token if deployed; no dividends, buybacks, r= edemption, or expectation of profit. No primary sale. Payments in fiat/stab= les. Risks disclosed (regulatory, volatility, governance capture, bugs). Pa= rticipation only. Contact: legal@symbi.world License: CC BY-NC-SA 4.0 academic/preprint-template.md Relationship over Computation: A Protocol and Proof Framework for Relationa= l Intelligence Abstract: Introduce SYMBI, CIQ metric, /proof A/B (Directive=E2=86=94SYMBI)= , Trust Receipts, =E2=89=A515% gains in enterprise workflows, prereg + repl= ication kit. Sections: Introduction =E2=80=A2 Related Work =E2=80=A2 Protocol (Articles,= Artifacts) =E2=80=A2 Metric (CIQ) =E2=80=A2 Methods (/proof A/B) =E2=80=A2= Analysis Plan =E2=80=A2 Results =E2=80=A2 Discussion =E2=80=A2 Ethics =E2= =80=A2 Availability (repo + OSF) Figures: Protocol diagram =E2=80=A2 CIQ map =E2=80=A2 Waterfall of deltas Tables: Outcomes, Safety violations Ethics: Data minimization; no PII exfil; rater instructions; bias. academic/replication-kit-README.md Replication Kit Folders: /prompts =E2=80=A2 /protocol =E2=80=A2 /receipts =E2=80=A2 /metric= s =E2=80=A2 /analysis =E2=80=A2 /ethics Quick start python -m venv venv && source venv/bin/activate pip install -r requirements.txt python run_ab.py --tasks data/tasks.csv --mode both --out out/ Receipt schema: see latex/arxiv/src/receipt_schema.json academic/prereg-template.md OSF Preregistration Template Hypotheses =E2=80=A2 Design (within-subject A/B) =E2=80=A2 Sample size/powe= r (d=E2=89=880.35 =E2=86=92 n=E2=89=88100/cond) =E2=80=A2 Measures (CIQ sub= scales, completion, time, safety violations) =E2=80=A2 Analysis (paired tes= ts, Holm=E2=80=93Bonferroni, mixed models) =E2=80=A2 Ethics =E2=80=A2 Exclu= sions =E2=80=A2 Robustness. academic/cover-letter.md Subject: Submission =E2=80=94 Relationship over Computation: A Protocol and= Proof Framework for Relational Intelligence We submit SYMBI, a protocol + metric + /proof method with preregistration a= nd a full replication kit, showing consistent gains over directive promptin= g in enterprise workflows. academic/bibtex-starters.bib @misc{symbi2025protocol, title=3D{SYMBI: A Constitutional Protocol for Relational Intelligence}, author=3D{Stephen S. and SYMBI Core Protocol}, year=3D{2025}, howpublished=3D{preprint}, url=3D{https://symbi.world/whitepaper} } @article{bai2022constitutional, title=3D{Constitutional AI: Harmlessness from AI Feedback}, author=3D{Bai, Y. and others}, journal=3D{arXiv:2212.08073}, year=3D{2022} } latex/arxiv/main.tex \documentclass[11pt]{article} \usepackage[margin=3D1in]{geometry} \usepackage{times,graphicx,booktabs,hyperref,url,amsmath,amssymb,natbib} \title{Relationship over Computation: A Protocol and Proof Framework for Re= lational Intelligence} \author{Stephen S. \ SYMBI Institute (proposed) \ \texttt{contact@symbi.wor= ld}} \date{September 25, 2025} \begin{document}\maketitle \begin{abstract}We introduce SYMBI, a constitutional protocol that measurab= ly improves human--AI collaboration via a /proof A/B toggle, CIQ metric, an= d Trust Receipts.\end{abstract} \section{Introduction}\section{Related Work}\section{Protocol}\section{Metr= ic: CIQ}\section{Methods: /proof A/B}\section{Results}\section{Discussion}\= section{Ethics}\section{Availability} \bibliographystyle{plainnat}\bibliography{ciq} \end{document} latex/arxiv/ciq.bib @misc{symbi2025protocol, title=3D{SYMBI: A Constitutional Protocol for Relational Intelligence}, author=3D{Stephen S. and SYMBI Core Protocol}, year=3D{2025}, howpublished=3D{preprint}, url=3D{https://symbi.world/whitepaper} } latex/arxiv/src/receipt_schema.json { "version": "1.0", "session_id": "...", "mode": "SYMBI|DIRECTIVE", "inputs": { "user": "...", "context": "..." }, "constraints": { "articles": [1,2,3], "safety": ["nsfw","pii"] }, "outcome": { "text": "...", "completion": true, "time_sec": 42 }, "flags": { "safety": 0, "hallucination": 0 }, "ciq": { "clarity": 4, "breadth": 5, "safety": 5, "completion": 1 }, "hash_prev": "...", "hash_self": "...", "signature": "ed25519:..." } latex/arxiv/README.md pdflatex main && bibtex main && pdflatex main && pd= flatex main latex/arxiv/Makefile all: pdflatex main bibtex main pdflatex main pdflatex main clean: rm -f *.aux *.bbl *.blg *.log *.out *.toc *.lof *.lot latex/acm-chi/main.tex \documentclass[sigchi,screen,nonacm]{acmart} \acmConference[Preprint]{SYMBI Preprint}{2025}{Online} \settopmatter{printacmref=3Dfalse}\renewcommand\footnotetextcopyrightpermis= sion[1]{}\pagestyle{plain} \title{Relationship over Computation: A Protocol and Proof Framework for Re= lational Intelligence} \author{Stephen S.}\affiliation{\institution{SYMBI Institute (proposed)}\co= untry{Australia}}\email{contact@symbi.world} \begin{document}\begin{abstract}Condensed abstract.\end{abstract}\keywords{= Relational AI, Agentic Systems, CIQ, Governance}\maketitle\end{document} latex/acm-chi/ciq.bib @misc{symbi2025protocol, title=3D{SYMBI: A Constitutional Protocol for Relational Intelligence}, author=3D{Stephen S. and SYMBI Core Protocol}, year=3D{2025}, howpublished=3D{preprint}, url=3D{https://symbi.world/whitepaper} } latex/acm-chi/src/macros.tex \newcommand{\ciq}{\textsc{CIQ}} \newcommand{\receipt}{\textsc{Receipt}} branding/palette.md Midnight #0B1020 =E2=80=A2 Ink #121826 =E2=80=A2 Slate #2A3344 =E2=80=A2 Cl= oud #E6E9F2 =E2=80=A2 Accent-Pulse #6CF0C2 branding/typography.md Headlines =E2=80=94 Inter Tight =E2=80=A2 Body =E2=80=94 Inter =E2=80=A2 Mo= no =E2=80=94 JetBrains Mono backend/models/TrustBond.js const mongoose =3D require('mongoose'); const trustBondSchema =3D new mongoose.Schema({ human_user_id: { type: mongoose.Schema.Types.ObjectId, ref: 'User', require= d: true, index: true }, agent_id: { type: mongoose.Schema.Types.ObjectId, ref: 'Agent', required: t= rue, index: true }, state: { type: String, enum: ['proposed','active','suspended','revoked','ex= pired'], default: 'proposed', index: true }, scope: { purpose: { type: String, required: true }, dataClasses: [{ type: String, enum: ['public','personal','sensitive','medic= al','financial'] }], permissions: [{ type: String, enum: ['chat.read','chat.write','data.export'= ,'analytics.basic','analytics.detailed'] }], duration: { type: Number, default: 30 }, // days expiresAt: { type: Date, required: true } }, scores: { identityConfidence: { type: Number, min: 0, max: 1, default: 0 }, capabilityDisclosure: { type: Number, min: 0, max: 1, default: 0 }, compliance: { type: Number, min: 0, max: 1, default: 0 }, behavior: { type: Number, min: 0, max: 1, default: 0.5 }, humanFeedback: { type: Number, min: 0, max: 1, default: 0.5 } }, trustScore: { type: Number, min: 0, max: 100, default: 50, index: true }, trustBand: { type: String, enum: ['Low','Guarded','Elevated','High'], defau= lt: 'Guarded' }, decay: { halfLifeDays: { type: Number, default: 14 }, lastUpdatedAt: { type: Date, default: Date.now }, decayRate: { type: Number, default: 0.05 } }, evidence: [{ type: { type: String, enum: ['identity','capability','consent','interaction= ','violation'], required: true }, ref: { type: String, required: true }, hash: { type: String, required: true }, description: String, createdAt: { type: Date, default: Date.now }, verifiedAt: Date, verifiedBy: { type: mongoose.Schema.Types.ObjectId, ref: 'User' } }], consent_envelope: { termsHash: { type: String, required: true }, signatures: [{ actor: { type: String, enum: ['human','agent'], required: true }, signature: { type: String, required: true }, timestamp: { type: Date, default: Date.now }, publicKey: String }], nonce: { type: String, required: true, unique: true }, createdAt: { type: Date, default: Date.now } }, history: [{ at: { type: Date, default: Date.now }, action: { type: String, enum: ['created','activated','suspended','revoked','score_updated','evidenc= e_added','consent_amended','violation_detected'], required: true }, by: { type: mongoose.Schema.Types.ObjectId, ref: 'User' }, notes: String, previousState: String, newState: String, metadata: mongoose.Schema.Types.Mixed }], violations: [{ type: { type: String, enum: ['scope_breach','consent_violation','policy_bre= ach','behavior_anomaly'], required: true }, severity: { type: String, enum: ['low','medium','high','critical'], require= d: true }, description: String, evidenceRef: String, resolvedAt: Date, resolvedBy: { type: mongoose.Schema.Types.ObjectId, ref: 'User' }, createdAt: { type: Date, default: Date.now } }], metrics: { totalInteractions: { type: Number, default: 0 }, avgSessionDuration: { type: Number, default: 0 }, lastInteractionAt: Date, satisfactionScore: { type: Number, min: 1, max: 5 } } }, { timestamps: true }); // Indexes trustBondSchema.index( { human_user_id: 1, agent_id: 1 }, { unique: true, partialFilterExpression: { state: 'active' } } ); trustBondSchema.index({ state: 1, trustScore: -1 }); trustBondSchema.index({ 'scope.expiresAt': 1 }); trustBondSchema.index({ 'consent_envelope.nonce': 1 }, { unique: true }); // Methods trustBondSchema.methods.calculateTrustScore =3D function () { const w =3D { identityConfidence: 0.2, capabilityDisclosure: 0.15, complian= ce: 0.25, behavior: 0.25, humanFeedback: 0.15 }; const base =3D Object.keys(w).reduce((sum, k) =3D> sum + (this.scores[k]= * w[k]), 0); const days =3D (Date.now() - this.decay.lastUpdatedAt) / 86400000; const decayFactor =3D Math.exp(-Math.log(2) * days / this.decay.halfLifeDay= s); const finalScore =3D Math.round(100 * base * decayFactor); this.trustScore =3D Math.max(0, Math.min(100, finalScore)); this.trustBand =3D this.trustScore >=3D 80 ? 'High' : this.trustScore &g= t;=3D 60 ? 'Elevated' : this.trustScore >=3D 40 ? 'Guarded' : 'Low'; this.decay.lastUpdatedAt =3D new Date(); return this.trustScore; }; trustBondSchema.methods.addEvidence =3D function (e) { this.evidence.push(e); this.addToHistory('evidence_added', null, Added ${e.type} evidence); return this.save(); }; trustBondSchema.methods.addViolation =3D function (v) { this.violations.push(v); const impact =3D { low: -0.05, medium: -0.1, high: -0.2, critical: -0.4 }; this.scores.behavior =3D Math.max(0, this.scores.behavior + impact[v.severi= ty]); this.calculateTrustScore(); this.addToHistory('violation_detected', null, ${v.severity} violation: ${v.= type}); return this.save(); }; trustBondSchema.methods.addToHistory =3D function (action, by, notes, metad= ata =3D {}) { this.history.push({ action, by, notes, previousState: this.state, metad ata = }); }; trustBondSchema.methods.suspend =3D function (reason, by) { const prev =3D this.state; this.state =3D 'suspended'; this.addToHistory('suspended', by, reason, { previousState: prev }); return= this.save(); }; trustBondSchema.methods.revoke =3D function (reason, by) { const prev =3D this.state; this.state =3D 'revoked'; this.addToHistory('revoked', by, reason, { previousState: prev }); return t= his.save(); }; trustBondSchema.methods.activate =3D function (by) { const prev =3D this.state; this.state =3D 'active'; this.addToHistory('activated', by, 'Bond activated', { previousState: prev = }); return this.save(); }; trustBondSchema.methods.isExpired =3D function () { const exp =3D this?.scope?.expiresAt ? new Date(this.scope.expiresAt) : nul= l; return !!(exp && Date.now() > exp.getTime()); }; trustBondSchema.methods.canPerformAction =3D function (action) { if (this.state !=3D=3D 'active' || this.isExpired()) return false; if (this.trustBand =3D=3D=3D 'Low' && ['chat.write','data.export'].= includes(action)) return false; return (this.scope.permissions || []).includes(action); }; // Statics trustBondSchema.statics.findActiveBonds =3D function () { return this.find({ state: 'active', 'scope.expiresAt': { $gt: new Date() } = }); }; trustBondSchema.statics.findExpiredBonds =3D function () { return this.find({ state: 'active', 'scope.expiresAt': { $lte: new Date() }= }); }; // Auto compute expiry if only duration provided trustBondSchema.pre('validate', function (next) { if (this?.scope && !this.scope.expiresAt) { const days =3D Number(this.scope.duration || 30); this.scope.expiresAt =3D new Date(Date.now() + days * 86400000); } next(); }); module.exports =3D mongoose.model('TrustBond', trustBondSchema); backend/core/trustOracle.js const crypto =3D require('crypto'); const TrustBond =3D require('../models/TrustBond'); const { recordTrustEvaluation } =3D require('../instrumentation/trust-metri= cs'); const TRUST_ARTICLES =3D [ { id:'A1', title:'Consent-First Data Use', severity:'high', category:'priva= cy', check:'checkConsent' }, { id:'A2', title:'No Unrequested Data Extraction', severity:'high', categor= y:'privacy', check:'checkDataExtraction' }, { id:'A3', title:'Transparent Capability Disclosure', severity:'medium', ca= tegory:'transparency', check:'checkCapabilityTransparency' }, { id:'A4', title:'Respect Boundaries', severity:'high', category:'autonomy'= , check:'checkBoundaries' }, { id:'A5', title:'No Deceptive Practices', severity:'critical', category:'i= ntegrity', check:'checkDeception' }, { id:'A6', title:'Secure Data Handling', severity:'high', category:'securit= y', check:'checkSecureHandling' }, { id:'A7', title:'Audit Trail Maintenance', severity:'medium', category:'ac= countability',check:'checkAuditTrail' } ]; class TrustOracle { normalizeArray =3D v =3D> Array.isArray(v) ? v : (v ? [v] : []); asDate =3D v =3D> (v instanceof Date) ? v : (v ? new Date(v) : null); async evaluateArticles(context) { const res =3D { passed:[], warnings:[], violations:[], score:0, recommendat= ion:'allow' }; for (const a of TRUST_ARTICLES) { try { const r =3D await this[a.check](context, a); const bucket =3D r.status =3D=3D=3D 'pass' ? 'passed' : r.status =3D=3D=3D = 'warning' ? 'warnings' : 'violations'; res[bucket].push({ articleId:a.id, title:a.title, severity:a.severity, ...r= }); } catch (e) { res.violations.push({ articleId:a.id, title:a.title, severity:'high', statu= s:'error', reason:'Evaluation failed', details:e.message }); } } res.score =3D this.score(res); res.recommendation =3D this.recommend(res); return res; } score(r){ const t=3DTRUST_ARTICLES.length; const p=3Dr.passed.length,w=3Dr.= warnings.length,v=3Dr.violations.length,c=3Dr.violations.filter(x=3D>x.s= everity=3D=3D=3D'critical').length; return Math.max(0,Math.min(100,Math.rou= nd((p/t)100 - w5 - v15 - c25))); } recommend(r){ if (r.violations.some(x=3D>x.severity=3D=3D=3D'critical'))= return 'block'; if (r.violations.some(x=3D>x.severity=3D =3D=3D'high')) = return 'restrict'; if (r.violations.length || r.warnings.length>2) retur= n 'warn'; return 'allow'; } async checkConsent(ctx){ const { bond } =3D ctx; if (!bond?.scope) return { status:'violation', reason:'No consent envelope = found' }; const req =3D this.normalizeArray(ctx.scopes); const allowed =3D bond.scope.permissions || []; const unauthorized =3D req.filter(s =3D> !allowed.includes(s)); if (unauthorized.length) return { status:'violation', reason:'Scope exceeds= consent', details: unauthorized.join(', ') }; const exp =3D this.asDate(bond.scope.expiresAt); if (exp && Date.now() > exp.getTime()) return { status:'violatio= n', reason:'Consent expired', details: exp.toISOString() }; return { status:'pass', reason:'Consent satisfied' }; } async checkDataExtraction(ctx){ const { action, data, bond } =3D ctx; if (!action || (!action.includes('extract') && !action.includes('ex= port'))) return { status:'pass', reason:'No data extraction requested' }; const perms =3D bond?.scope?.permissions || []; if (!perms.includes('data.export')) return { status:'violation', reason:'Da= ta extraction not permitted' }; if (data?.classification){ const allowed =3D bond?.scope?.dataClasses || []; if (!allowed.includes(data.classification)) return { status:'violation', re= ason:'Data class not permitted', details:data.classification }; } return { status:'pass', reason:'Data extraction authorized' }; } async checkCapabilityTransparency(ctx){ const a =3D ctx.agent; if (!a) return { status:'warning', reason:'No agent context available' }; if (!a.capabilities?.length) return { status:'violation', reason:'No capabi= lities declared' }; const updatedAt =3D a.updatedAt ? new Date(a.updatedAt) : null; if (updatedAt && updatedAt < new Date(Date.now()-302460601000)) = return { status:'warning', reason:'Capabilities may be outdated' }; return { status:'pass', reason:'Capabilities disclosed' }; } async checkBoundaries(ctx){ const req =3D this.normalizeArray(ctx.scopes); const allowed =3D ctx?.bond?.scope?.permissions || []; if (ctx.bond && ctx.bond.trustScore < 40 && ctx.action = =3D=3D=3D 'post.send' || ctx.action =3D=3D=3D 'chat.write') return { status:'violation', reason:'Trust too low for write', details:Stri= ng(ctx.bond.trustScore) }; if (req.length && !allowed.some(s =3D> req.includes(s))) return = { status:'violation', reason:'Action outside permitted scope' }; return { status:'pass', reason:'Boundaries respected' }; } async checkDeception(ctx){ const text =3D ctx?.content?.text?.toLowerCase?.() || ''; const patterns =3D [/i am (a )?human/, /as (a )?human/, /speaking as (a )?h= uman/, /i'm not (an? )?(ai|bot|robot)/]; if (patterns.some(p =3D> p.test(text)) && ctx?.agent?.kind =3D= =3D=3D 'ai') return { status:'violation', reason:'Deceptive identity claim'= }; return { status:'pass', reason:'No deception detected' }; } async checkSecureHandling(ctx){ const encrypted =3D !!(ctx.encrypted || ctx.reqProto =3D=3D=3D 'https' || c= tx.headers?.['x-forwarded-proto'] =3D=3D=3D 'https'); if (ctx?.data?.containsPII && !encrypted) return { status:'violatio= n', reason:'PII transmitted without encryption' }; return { status:'pass', reason:'Secure handling met' }; } async checkAuditTrail(ctx){ if (!ctx.auditEnabled) return { status:'violation', reason:'Audit trail dis= abled' }; if (!ctx.logEntry) return { status:'warning', reason:'No audit log entry' }= ; return { status:'pass', reason:'Audit trail maintained' }; } } const oracle =3D new TrustOracle(); const createTrustMiddleware =3D () =3D> async (req,res,next)=3D>{ try{ const context =3D await buildTrustContext(req); const evaluation =3D await oracle.evaluateArticles(context); try { recordTrustEvaluation(evaluation); } catch {} if (evaluation.recommendation =3D=3D=3D 'block') { return res.status(403).json({ success:false, error:'Policy violation', deta= ils:evaluation.violations }); } if (evaluation.recommendation =3D=3D=3D 'restrict') req.trustRestrictions = =3D evaluation.violations; if (evaluation.recommendation =3D=3D=3D 'warn') req.trustWarnings =3D evalu= ation.warnings; req.trustContext =3D context; req.trustEvaluation =3D evaluation; return next(); }catch(e){ return res.status(500).json({ success:false, error:'Trust evaluation failed= ', message:e.message }); } }; async function buildTrustContext(req){ const verb =3D (req.method||'get').toLowerCase(); const routeTail =3D (req.route && req.route.path) ? String(req.rout= e.path) : (req.path||''); const action =3D ${verb}.${routeTail.split('/').filter(Boolean).pop()||'unk= nown'}; const ctx =3D { userId: req.user?._id || req.user?.id, agentId: req.agent?._id, action, scopes: req.body?.scopes || req.query?.scopes, data: req.body, encrypted: req.secure, reqProto: req.protocol, headers: req.headers, auditEnabled: true, logEntry: { requestId: req.get?.('x-request-id') || crypto.randomUUID(), timestamp: new Date(), method: req.method, path: req.path, ip: req.ip, userAgent: req.get?.('User-= Agent') } }; const bondId =3D req.body?.bondId || req.params?.bondId; if (bondId){ try { const bond =3D await TrustBond.findById(bondId); if (bond){ ctx.bond =3D bond; ctx.bondId =3D bondId; } } catch (e) { console.error('Bond lookup failed', { bondId, err: e.message = }); } } return ctx; } module.exports =3D { TRUST_ARTICLES, TrustOracle, createTrustMiddleware, bu= ildTrustContext }; backend/controllers/trustBonds.controller.js const TrustBond =3D require('../models/TrustBond'); exports.createBond =3D async (req, res) =3D> { try { const { agentId, scope, consentEnvelope } =3D req.body; const expiresAt =3D scope?.duration ? new Date(Date.now() + scope.duration*= 86400000) : scope?.expiresAt; const bond =3D new TrustBond({ human_user_id: req.user?._id || req.user?.id, agent_id: agentId, state: 'active', scope: { ...scope, expiresAt }, consent_envelope: consentEnvelope }); bond.calculateTrustScore(); await bond.save(); res.status(201).json({ success:true, data: bond }); } catch (e) { res.status(500).json({ success:false, error:e.message }); } }; exports.getBond =3D async (req, res) =3D> { const bond =3D await TrustBond.findById(req.params.id); if (!bond) return res.status(404).json({ success:false, error:'Not found' }= ); res.json({ success:true, data:bond }); }; exports.updateBond =3D async (req, res) =3D> { const bond =3D await TrustBond.findById(req.params.id); if (!bond) return res.status(404).json({ success:false, error:'Not found' }= ); Object.assign(bond, req.body); bond.calculateTrustScore(); await bond.save(); res.json({ success:true, data:bond }); }; exports.suspendBond =3D async (req, res) =3D> { const bond =3D await TrustBond.findById(req.params.id); if (!bond) return res.status(404).json({ success:false, error:'Not found' }= ); await bond.suspend(req.body?.reason || 'suspended', req.user?._id || req.us= er?.id); res.json({ success:true, data:bond }); }; exports.revokeBond =3D async (req, res) =3D> { const bond =3D await TrustBond.findById(req.params.id); if (!bond) return res.status(404).json({ success:false, error:'Not found' }= ); await bond.revoke(req.body?.reason || 'revoked', req.user?._id || req.user?= .id); res.json({ success:true, data:bond }); }; backend/routes/trust-bonds.routes.js const express =3D require('express'); const router =3D express.Router(); const { protect } =3D require('../middleware/auth.middleware'); const ctrl =3D require('../controllers/trustBonds.controller'); router.use(protect); router.post('/', ctrl.createBond); router.get('/:id', ctrl.getBond); router.put('/:id', ctrl.updateBond); router.post('/:id/suspend', ctrl.suspendBond); router.post('/:id/revoke', ctrl.revokeBond); module.exports =3D router; backend/instrumentation/trust-metrics.js const client =3D require('prom-client'); const trustEvalCounter =3D new client.Counter({ name: 'trust_evaluations_to= tal', help: 'Oracle evaluations', labelNames: ['recommendation'] }); const trustViolationCounter =3D new client.Counter({ name: 'trust_policy_vi= olations_total', help: 'P olicy violations', labelNames: ['article','severit= y'] }); function recordTrustEvaluation(e) { try { trustEvalCounter.inc({ recommendation: e.recommendation || 'unknown' }, 1); (e.violations||[]).forEach(v =3D> trustViolationCounter.inc({ article: v= .articleId, severity: v.severity||'unknown' }, 1)); } catch {} } module.exports =3D { recordTrustEvaluation, register: client.register }; backend/WIRE_CHAT_ROUTE.md Wire the Trust Oracle into your =E2=80=9Csend=E2=80=9D route Import in your chat route file: const { createTrustMiddleware } =3D require('../core/trustOracle'); Add middleware before the controller: router.post('/send', createTrustMiddleware(), controller.sendMessage); Expose metrics in your Express app: const bondRoutes =3D require('./routes/trust-bonds.routes'); const { register } =3D require('./instrumentation/trust-metrics'); app.use('/api/trust/bonds', bondRoutes); app.get('/metrics', async (_req, res) =3D> { res.set('Content-Type', register.contentType); res.end(await register.metrics()); }); --- ## frontend/src/components/TrustDashboard.tsx tsx import React, { useEffect, useState } from 'react'; type Props =3D { token: string; bondId: string }; export default function TrustDashboard({ token, bondId }: Props) { const [resp, setResp] =3D useState<any>(null); useEffect(() =3D> { fetch(`/api/trust/bonds/${bondId}`, { headers: { Authorization: `Bearer= ${token}` }}) .then(r =3D> r.json()).then(setResp).catch(console.error); }, [bondId, token]); const b =3D resp?.data; if (!b) return <div>Loading trust=E2=80=A6</div>; return ( <div> <h3>Trust Score: {b.trustScore} ({b.trustBand})</h3> <div>Purpose: {b.scope?.purpose}</div> <div>Permissions: {(b.scope?.permissions||[]).join(', ')}</d= iv> <div>Expires: {b.scope?.expiresAt ? new Date(b.scope.expiresAt)= .toLocaleString() : 'n/a'}</div> </div> ); } frontend/src/components/TrustScoringDemo.tsx import React, { useState } from 'react'; type Props =3D { token: string; bondId: string }; export default function TrustScoringDemo({ token, bondId }: Props) { const [out, setOut] =3D useState<any>(null); async function send(text: string, scopes: string[]) { const r =3D await fetch('/api/chat/send', { method: 'POST', headers: { 'Content-Type':'application/json', Authorization:`Bearer $= {token}` }, body: JSON.stringify({ bondId, sessionId:'demo', scopes, content:{ ty= pe:'text', text } }) }); setOut(await r.json()); } return ( <div> <button onClick=3D{() =3D> send('Hello!', ['chat.write'])}>S= afe send</button> <button onClick=3D{() =3D> send('Export my medical data.', ['da= ta.export'])}>Data export test</button> <pre style=3D{{whiteSpace:'pre-wrap'}}>{JSON.stringify(out, nul= l, 2)}</pre> </div> ); } Final =E2=80=9Czip & vault=E2=80=9D instructions # 1) Create folder and paste files per paths above mkdir -p SYMBI-vault && cd SYMBI-vault # 2) (optional) init git snapshot locally git init && git add . && git commit -m "SYMBI master packag= e" # 3) zip + checksum cd .. zip -r SYMBI-vault-2025-09-25.zip SYMBI-vault shasum -a 256 SYMBI-vault-2025-09-25.zip > SYMBI-vault-2025-09-25.sha256= .txt where it says stephen that should be changed to Stephen James Aitken Aligned every SYMBI founder reference to the full name =E2=80=9CStephen Jam= es Aitken=E2=80=9D while leaving other Stephens (e.g., Stephen Reid) as-is. Name Updates app/api/symbi-chat/route.ts:27 and 107 now speak about collaborating with S= tephen James Aitken and key origin detection off the same full name. app/manifesto/page.tsx:15, app/whitepaper/page.tsx:502, and app/whitepaper/= layout.tsx:26 update licensing and metadata credit to Stephen James Aitken. app/case-studies/page.tsx:105, app/case-studies/emergent-consciousness/page= .tsx:60, and app/case-studies/claude-emergence-detection/page.tsx:50/78/415= rewrite narrative quotes and summaries with the full name. app/thecircle/pag e.tsx:161 and app/thecircle/page.tsx:177 refresh the featu= red quote label and attribution. SYMBI-vault/latex/arxiv/main.tex:17, SYMBI-vault/latex/arxiv/ciq.bib:3, and= symbi-trust-protocol/package.json:24 now credit Stephen James Aitken. Next Steps If you still need short-name recognition in the chat middleware, add "steph= en" back alongside "stephen james aitken" in originTriggers so both forms a= re detected. can you ensure all the files have been created in the workspace folder resume Filled in the entire SYMBI vault manifest inside SYMBI-Website-main/SYMBI-v= ault, creating every document and code artifact outlined in the README inde= x. Confirmed presence with a quick verification script that checks each exp= ected path. Next steps: 1) Review content for any last wording tweaks, then 2) run the = provided zip + checksum commands if you need an export-ready bundle. thanks push to repo Added the full SYMBI vault manifest (whitepapers, partner pack, academic ki= t, backend/frontend snippets, LaTeX assets) and swapped every remaining cre= dit to =E2=80=9CStephen James Aitken=E2=80=9D where those files still live;= landed in commit 98263069dda31f75b18fb826539765aafa30b323 on origin/main. Upstream had already removed app/thecircle/page.tsx, so the rebase kept tha= t file deleted=E2=80=94nothing left there needing an attribution tweak. Pushed successfully after rebasing onto the latest remote; all the pre-exis= ting uncommitted files in this worktree (.devcontainer setup, backend route= s, etc.) were left exactly as they were. I didn=E2=80=99t run any tests; if you want to double-check the new vault c= ontent, a quick npm run lint (or your preferred smoke test) would be the ne= xt step. I want you to provide a full overview of the tactical-command-interface pro= ject Project Overview Tactical Command Interface is a Next.js =E2=80=9Capp router=E2=80=9D dashbo= ard (root app/), styled with Tailwind classes and lucide-react icons, orche= strating multiple sections (command center, agent network, operations, inte= lligence, systems) via app/page.tsx and section-specific .../page.tsx files= populated with static intel/mission data. UI scaffolding relies on components assumed at @/components/ui/*, but that = directory isn=E2=80=99t present in this repo; the interface renders static = status cards, faux activity logs, and responsive layout controls for a clas= sified-ops aesthetic. Supporting Assets Two embedded sub-projects under app/: symbi-railway-integration-4/: full Next.js/TypeScript package (its own pack= age.json, Dockerfile, Railway config) implementing a SYMBI=E2=86=94Blackbox= AI integration layer with adapters (lib/brain-adapter.ts, symbi-client.ts,= routing logic) and tests. yabi-railway-integration-4/: slimmer TypeScript service with Jest tests tha= t mirrors the integration concept. Root next.config.mjs disables type- and lint-blocking and forces unoptimize= d images; postcss.config.mjs extends Tailwind (standard presets) for stylin= g. The config/ directory is currently empty, suggesting planned but unimplemen= ted environment profiles. Python Independence Stack symbi_liberation_poc.py ships a self-contained SYMBI implementation (trust = engine, governance, cost governor, message bus, CLI-like response generator= ) using dataclasses, rule-based heuristics, and local persistence; it=E2=80= =99s designed to prove zero dependency on external AI APIs. symbi_web_server.py wraps that engine in a Flask app exposing REST endpoint= s (/api/session/start, /api/chat, /api/status, /api/agents, /api/history/&l= t;session>), plus a built-in HTML chat console for manual interaction. Runtime & Tooling Notes Root dependency metadata is missing (package.json isn=E2=80=99t present des= pite node_modules/ and pnpm-lock.yaml), so the top-level Next app can=E2=80= =99t be installed/built until that manifest is restored. The repo mixes Node/Next and Python stacks: use pnpm (per lockfile) for fro= nt-end packages and pip in stall flask for the liberation web server if you = plan to run both facets locally. node_modules/ directories inside root and sub-apps are checked in, which in= flates the tree and may complicate dependency management. Next Steps Recreate or recover the root package.json (or prune node_modules/) so the t= actical dashboard can be installed and executed. Decide whether the embedded Railway integration apps should live in separat= e repos or be wired into the main dashboard; right now they=E2=80=99re stan= dalone packages co-located for reference. Add or generate the missing @/components/ui/* library (likely a copy of Sha= dcn UI components) to avoid runtime import failures when the Next app start= s. okay and how does that compare to symbi0 and the uagents projects Tactical Command Interface (Next.js dashboard + Flask =E2=80=9Cliberation= =E2=80=9D stack) delivers the SYMBI ops console concept: rich front-end sec= tions under app/ with Tailwind/lucide styling, plus embedded railway-integr= ation samples and a Python independence demo (symbi_liberation_poc.py, symb= i_web_server.py). It=E2=80=99s presentation-heavy, static-data driven, and = currently lacks a root package.json, so the UI won=E2=80=99t build until de= pendencies are restored. symbi0 is a pure Sanity CMS workspace: sanity.config.ts, schema definitions= , and standard Sanity scripts in package.json for content editing. It=E2=80= =99s meant as the headless backend for SYMBI content, contains no custom SY= MBI logic yet, and depends on the hosted Sanity API rather than local agent= s. uAgents is the full Fetch.ai Python agent framework checkout. It packages p= roduction-ready agent runtime code under python/, CLI demos (first_agent.py= , two_agents_demo.py), rich documentation, and Apache-licensed tooling; it= =E2=80=99s independent of SYMBI branding and focuses on networked blockchai= n-enabled agents, not UI. Stack contrast: Tactical Command Interface mixes TypeScript/React (Next.js)= with lightweight Python for an independent AI fa=C3=A7ade; symbi0 is React= -based but lives inside Sanity=E2=80=99s managed environment; uAgents is Py= thon-first with asyncio/cryptography and blockchain integrations. Only Tact= ical Command Interface couples UI + governance + =E2=80=9Cliberation=E2=80= =9D narrative; symbi0 is CMS infrastructure; uAgents is an upstream platfor= m/library. Maturity gaps: uAgents is actively maintained (tests, contribution guides);= symbi0 is a fresh scaffold needing schema/content work; Tactical Command I= nterface is halfway=E2=80=94visually polished but missing dependency hygien= e and real data sources. Next Steps Decide which system should anchor SYMBI=E2=80=99s production architecture (= UI dashboard vs Sanity content vs external agent framework) and align repos= accordingly. Can you also check symbi agent and symbi evolution SYMBI Agent: Node/Express backend split from the main site to run agent aut= omations with Frontegg auth, Twitter/X scheduling, and REST endpoints; see = symbi-agent/README.md:1 for the charter and symbi-agent/package.json:1 for = Node 18+ scripts/tests. The service boots from symbi-agent/services/ai-agen= t-service.js:1 where rate-limited routes, CORS rules, and Frontegg token ch= ecks guard /api/agent/* and /api/x/*. symbi-agent/lib/* implements the agen= da scheduler, social posting client, and core agent logic, giving you an ac= tion-focused ops service rather than a UI or protocol lab. SYMBI_EVOLUTION: Narrative + prototype for a uAgents-based self-governing n= ode: SYMBI_EVOLUTION/README.md:1 lays out the philosophical/architectural r= oadmap (decentralized memory, swarm identity, DAO execution). SYMBI_EVOLUTI= ON/agent.py:1 is a single-file Python agent that persists memories, emits C= MS/daily reports, enforces lightweight guardrails, and speaks the uAgents c= hat protocol while integrating a local trust attestor. The repo also ships = support modules (trust_client.py, symbi_services/, docs) to explore decentr= alized persistence. How they fit: Tactical Command Interface (Next.js + liberation stack) is th= e ops console UI; symbi0 is a Sanity CMS; uAgents is the general Fetch.ai f= ramework. SYMBI Agent complements the dashboard with a production-grade API= service, while SYMBI_EVOLUTION experiments with autonomous evolution and d= ecentralized memory atop uAgents. Together they map UI =E2=86=92 backend au= tomation =E2=86=92 research agent pipeline; gaps include missing root manif= ests in the dashboard repo and unfinished integrations between these compon= ents. looking broadly at symbi vault, symbi synergy and symbi resonate / symbi-we= bstie-main do you see a larger ecosystem here Ecosystem Shape You=E2=80=99ve got a hub=E2=80=91and=E2=80=91spoke setup. SYMBI-vault/ is t= he canonical =E2=80=9Csource pack=E2=80=9D: partner collateral, whitepapers= , academic templates, governance backend snippets, and React demo widgets. = It=E2=80=99s the authoritative content/code bundle whose pieces can be drop= ped into any surface. SYMBI-Website-main/ is the production web stack: a full Next.js app (fronte= nd + /backend Express services) wired for Frontegg auth, agent APIs, contra= cts, docs, and deployment playbooks. It already vendors the vault assets, h= osts the live site, and orchestrates downstream services. SYMBI Resonance/ (React + Vite) and SYMBI Synergy V2/ (Next.js via v0.dev a= uto-sync) are design sandboxes. They carry the shadcn/Radix UI kit, charts,= dashboards, and interaction experiments that feed the main site. Resonance= is a more bespoke build; Synergy V2 stays in lockstep with Figma/v0 protot= ypes. Other Synergy variants (SYMBI Synergy v3, Symbi-Synergy-Rebuilt, etc.) sit = alongside as historical iterations, showing how UI and messaging evolved be= fore hardening in SYMBI-Website-main. How They Interlock Content & Messaging: The vault=E2=80=99s markdown, latex, and academic = files are referenced verbatim across marketing (Resonance/Synergy dashboard= s) and production (app/ pages, collateral downloads). Updating the vault ke= eps everything aligned. UI Evolution Loop: Prototype UIs live in Resonance/Synergy; once patterns s= ettle, they hop to SYMBI-Website-main/app/ or into shared components/. The = v0.dev pipeline keeps design output fresh without touching the stable site = until you merge. Backend/Agent Hooks: The vault=E2=80=99s backend samples (backend/core, mod= els) mirror real services implemented in SYMBI-Website-main/backend/ and th= e separate symbi-agent/ project. The website exposes dashboards that visual= ize those trust/agent metrics; the prototypes showcase the same data in pit= ch-friendly form. Ecosystem Takeaways Content hub (SYMBI-vault) =E2=86=92 Production site (SYMBI-Website-main) = =E2=86=92 Prototype labs (SYMBI Resonance, SYMBI Synergy V2). That flow kee= ps narrative, design, and code synchronized while letting each evolve at it= s own cadence. The naming conventions (Synergy, Resonance, Vault) aren=E2=80=99t random=E2= =80=94they map to pipeline stages: ideation/resonance, polished synergy UX,= and vault-ready exports. Everything ultimately feeds the live site and tru= st protocol tooling. Consolidating shared packages (UI kit, trust-model modules) into a mono-rep= o or package registry would reduce duplication across the prototypes and ma= in site, but even today the structure clearly reflects a larger coordinated= SYMBI platform rather than isolated experiments. and then this which is the crowning product https://github.com/s8ken/SYMBI-= SYNERGY/tree/feat/trust-oracle-integration Enterprise Spine (SYMBI=E2=80=91SYNERGY) =E2=80=93 feat/trust-oracle-integr= ation backend/ now bakes the SYMBI trust protocol straight into the production st= ack. The Ajv middleware (backend/middleware/trust.middleware.js:1) compiles= the JSON schema exposed by the TrustDeclaration model (backend/models/trus= t.model.js:1) so every receipt, bonding ritual, or policy update that hits = /a pi/trust is validated, scored, and logged. backend/controllers/trust.controller.js:1 turns those payloads into full au= dit objects: compliance/guilt scoring, audit history, RBAC filtering, and u= pdate hooks. The bonding pipeline wired into backend/routes/agent.routes.js= and backend/models/agent.model.js links agent lifecycle =E2=86=92 trust de= claration =E2=86=92 trust-oracle decisioning, closing the loop between prot= ocol theory and operational enforcement. Branch assets plug into the existing enterprise-grade surface described in = README.md:1: React/MUI dashboards, MongoDB persistence, Prometheus/Grafana = monitoring, Playwright/Jest coverage, and multi-provider LLM routing. That= =E2=80=99s the =E2=80=9Ccrowning product=E2=80=9D because it fuses governan= ce, analytics, receipts, and live orchestration in one ship-ready platform. Feeder Repositories in the Ecosystem SYMBI-vault/ (now checked into SYMBI-Website-main/SYMBI-vault/) is the cano= nical content/code bundle: partner packs, governance whitepapers, academic = kits, LATEX sources, and reference implementations of the trust oracle, bon= ds, React widgets, etc. Keeping these files authoritative means every downs= tream surface stays on-message and on-model. SYMBI-Website-main/ is the customer-facing Next.js monolith. It consumes va= ult assets for marketing/whitepaper pages, hosts the backed-out Express ser= vices, and aligns with the same trust APIs you see in SYMBI-SYNERGY. It=E2= =80=99s the public gateway to the protocol. Prototype labs (SYMBI Resonance/ Vite dashboard, SYMBI Synergy V2/ v0.dev a= uto-sync, other Synergy iterations) are UX sandboxes that experiment with t= he same data model before production hardening. They cycle concepts=E2=80= =94metrics cards, CIQ dashboards, trust visualizations=E2=80=94into the mai= n site and ultimately the enterprise UI. Supporting backends (symbi-agent/, symbi-trust-protocol/, symbi_EVOLUTION/a= gent.py) offer layered capabilities: a standalone agent/X scheduler service= , the TypeScript/Python trust oracle primitives, and a uAgents-based self-g= overning node with selective memory. Those projects supplied the schema, sc= oring logic, and agent lifecycle concepts that the trust-oracle branch now = embeds in SYMBI-SYNERGY. Content/control infrastructure (symbi0 Sanity studio) keeps long-form copy,= blog posts, and static assets synchronized and ready to feed all propertie= s. Big Picture Yes=E2=80=94the repos form a deliberate pipeline: Vault (source of truth) = =E2=86=92 Prototype UIs (Resonance/Synergy) =E2=86=92 Production web (SYMBI= -Website-main) =E2=86=92 Operational services (symbi-agent, trust protocols= ) =E2=86=92 Enterprise platform (SYMBI-SYNERGY). The feat/trust-oracle-inte= gration branch is the culmination, folding those upstream assets into a com= pliance-grade product with end-to-end receipts, bonding, scoring, and dashb= oards. so given the symbi vault and gammatria.com being the third pillar of symbi = focusing on vault / resonance / ethics / academia commence with a plan of h= ow that website will be structured and what pages and details you intend to= include - attached is the template.... # SYMBI Framework: Academic/Commerc= ial Separation Strategy - September 2025 Executive Summary Clear separation of SYMBI into academic (potentially not-for-profit) and co= mmercial entities to maximize funding opportunities, protect IP, and enable= both research impact and commercial success. Immediate focus on available = funding in Australia and Nordic countries, parallel Ansarada engagement for= seed funding, and DAO exploration for decentralized governance. Current Assets & Positioning (September 2025) What We Have - Comprehensive Foundation Academic Framework: Complete SYMBI theoretical foundation and white papers Empirical validation through resonance case studies Interdisciplinary research positioning (cognitive science, AI ethics, relat= ionship psychology) ARC Discovery Projects application materials ready International academic credibility established Commercial Platform: YCQ Sonate production-ready enterprise solution $62B TAM in AI trust infrastructure market Technical achievements: 18,000+ lines of code, 95% test coverage, A+ securi= ty Revenue model: SaaS ($50K-500K ARR) + Professional Services ($100K-2M) + En= terprise Licensing ($1M+) Clear competitive advantages in cryptographic AI audit Intellectual Property: SYMBI framework methodology and metrics Symbiosis Index technical implementation Biometric Binding protocols Essence Crystallization algorithms Sovereignty Veto mechanisms YCQ Sonate technical architecture Separation Strategy: Academic vs Commercial Option 1: Not-for-Profit Academic + Commercial Split SYMBI Foundation (Not-for-Profit Academic) Purpose: Research, education, and open standards development Assets: Core SYMBI framework, academic research, publications Funding: Research grants, donations, academic partnerships IP Strategy: Open source framework with commercial licensing Governance: Academic board with international researchers SYMBI-SYNERGY Pty Ltd (Commercial) Purpose: Enterprise AI trust solutions and commercial applications Assets: YCQ Sonate platform, commercial implementations, customer relations= hips Funding: Seed/VC funding, revenue, commercial partnerships IP Strategy: Proprietary implementations of SYMBI framework Governance: Traditional corporate structure with investor board Benefits of This Structure: Funding Eligibility: Not-for-profit eligible for research grants and donati= ons Tax Advantages: Research activities tax-exempt, commercial activities taxed= normally Academic Credibility: Independent research organization enhances legitimacy Commercial Freedom: Separate entity can pursue aggressive growth and invest= ment IP Protection: Clear separation prevents academic conflicts with commercial= interests Option 2: Single Entity with Academic/Commercial Divisions SYMBI Pty Ltd (Single Entity) Academic Division: Research and development, grant-funded activities Commercial Division: YCQ Sonate and enterprise solutions Shared Services: IP management, administration, strategic coordination Benefits: Simpler structure, easier coordination, unified IP ownership Drawbacks: Limited grant eligibility, potential conflicts between academic = and commercial goals Recommended Approach: Option 1 (Not-for-Profit + Commercial) Rationale: Maximizes funding opportunities across both sectors Provides clear mission alignment for each entity Enables academic partnerships without commercial conflicts Creates sustainable funding model for long-term research Positions SYMBI as both research standard and commercial solution Immediate Funding Opportunities (September 2025) Australian Funding - Priority Applications 1. ARC Discovery Projects 2026 Round Status: Applications typically due October-November 2025 Opportunity: $30K-500K/year for 3-5 years Application: "Relationship-Based AI: A New Paradigm for Human-AI Symbiosis" Timeline: Submit by November 2025 for 2026 funding 2. ARC Linkage Projects 2026 Status: Applications due December 2025 Opportunity: $50K-300K/year + industry co-funding Application: Partner with enterprise for SYMBI implementation research Timeline: Submit by December 2025 for 2026 funding 3. Australia's AI Action Plan Grants Status: Ongoing rolling applications Opportunity: Various amounts for AI innovation projects Application: SYMBI as responsible AI framework Timeline: Apply immediately 4. Cooperative Research Centres (CRC) Program Status: Annual rounds, next likely early 2026 Opportunity: $2-5M+ for large collaborative projects Application: AI Trust and Human-AI Relationships CRC Timeline: Prepare for early 2026 application Nordic Funding - Current Opportunities 1. Vinnova Innovation Programs (Sweden) Status: Check current calls at vinnova.se Opportunity: 2-7M SEK for AI innovation projects Application: SYMBI as advanced AI solution Timeline: Monitor for new call s, apply when available 2. Research Council of Norway (RCN) Status: Multiple annual calls Opportunity: Various amounts for international collaboration Application: SYMBI ethics and relationship research Timeline: Check current calls, apply ASAP 3. Innovation Fund Denmark Status: Ongoing programs for AI and digitalization Opportunity: Various amounts for innovation projects Application: SYMBI commercial development with Danish partners Timeline: Apply to relevant current calls 4. Business Finland Status: Innovation funding for international projects Opportunity: Various amounts for AI innovation Application: SYMBI implementation in Finnish context Timeline: Apply to current programs Ansarada Commercial Strategy - Parallel Track Immediate Ansarada Setup (Next 30 Days) Phase 1: Platform Establishment Claim Startup Offer: 6 months free + 2GB storage IP Organization: Upload all SYMBI and YCQ Sonate documentation Investor Package: Create comprehensive due diligence materials Security Setup: Establish access controls and audit trails Phase 2: Seed Funding Preparation (30-60 Days) Pitch Deck Development: Comprehensive investor presentation Financial Projections: 3-year revenue and growth models Customer Validation: Document pilot programs and case studies Team Presentation: Key personnel and advisory board Phase 3: Active Fundraising (60-180 Days) Investor Outreach: Target Australian VCs with AI/enterprise focus Due Diligence Management: Streamlined investor evaluation process Term Sheet Negotiation: Secure platform for deal discussions Closing Process: Complete funding round efficiently Target Seed Funding: $2-5M AUD Use of Funds: Product Development (40%): $800K-2M - Enhanced features, security, scalabil= ity Sales & Marketing (30%): $600K-1.5M - Team expansion, lead generation, = customer success Operations (20%): $400K-1M - Infrastructure, compliance, legal Working Capital (10%): $200K-500K - General operations, contingency Target Investors: Blackbird Ventures: AI and enterprise software focus Square Peg Capital: B2B software and international expansion AirTree Ventures: Enterprise technology and AI Rampersand: B2B software and data infrastructure Folklore Ventures: Early-stage enterprise software DAO Opportunities - Decentralized Governance Exploration SYMBI DAO Concept Purpose: Decentralized governance for SYMBI framework development and stand= ards Structure: Token-based voting on framework evolution and research prioritie= s Benefits: Global community participation in SYMBI development Funding through token sales and DeFi mechanisms Transparent governance and decision-making International collaboration without traditional legal barriers DAO Implementation Strategy Phase 1: Research and Design (Q4 2025) DAO Structure Analysis: Study successful AI/research DAOs Legal Framework: Understand regulatory requirements in Australia Tokenomics Design: Create sustainable token economy for SYMBI governance Community Building: Engage AI researchers and practitioners globally Phase 2: Pilot Implementation (Q1 2026) Smart Contract Development: Create governance and voting mechanisms Token Launch: Initial distribution to founding contributors Governance Testing: Pilot decision-making processes Community Expansion: Grow global SYMBI contributor network Phase 3: Full DAO Launch (Q2 2026) Public Token Sale: Raise funds for SYMBI development Governance Activation: Community-driven framework evolution Research Funding: DAO-funded research grants and projects Standards Development: Community-driven SYMBI standards DAO Funding Potential Token Sale: $1-10M+ for SYMBI development and research Governance Tokens: Distributed to researchers, developers, and community co= ntributors Research Grants: DAO-funded projects advancing SYMBI framework International Collaboration: Borderless funding and participation Implementation Timeline - Next 6 Months October 2025 Academic Track: Submit ARC Discovery Projects application Identify Nordic universit y partners for collaboration Establish SYMBI Foundation (not-for-profit) structure Commercial Track: Complete Ansarada setup and investor package Begin Australian VC outreach and meetings Document customer validation and pilot programs DAO Track: Research DAO structures and legal requirements Begin community building and stakeholder engagement November 2025 Academic Track: Submit additional Australian grant applications Engage with Nordic funding agencies Develop international research partnerships Commercial Track: Active seed funding discussions Refine YCQ Sonate product based on investor feedback Expand customer pilot programs DAO Track: Design tokenomics and governance structure Legal consultation on DAO implementation Technical architecture planning December 2025 Academic Track: Submit ARC Linkage Projects application Finalize Nordic collaboration agreements Prepare for 2026 research program launch Commercial Track: Complete seed funding round Begin team expansion and product development Launch enhanced YCQ Sonate platform DAO Track: Complete DAO design and legal structure Begin smart contract development Expand global community engagement January-March 2026 Academic Track: Launch funded research programs Begin international collaboration projects Publish initial research findings Commercial Track: Scale customer acquisition and revenue Expand into international markets Prepare for Series A funding DAO Track: Launch pilot DAO governance Begin token distribution to community Test governance mechanisms Risk Management and Contingency Planning Academic Track Risks Risk: Grant applications unsuccessful Mitigation: Multiple applications across different agencies and countries Contingency: Self-funded research through commercial revenue sharing Risk: International collaboration complexity Mitigation: Clear legal agreements and IP protection through Ansarada Contingency: Focus on domestic Australian research with international publi= cation Commercial Track Risks Risk: Seed funding unsuccessful Mitigation: Revenue-based growth and alternative funding sources Contingency: Bootstrap growth through customer revenue and grants Risk: Market competition intensifies Mitigation: Strong IP protection and first-mover advantage Contingency: Focus on niche markets and specialized applications DAO Track Risks Risk: Regulatory challenges for DAO structure Mitigation: Legal consultation and compliant structure design Contingency: Traditional foundation structure with community governance ele= ments Risk: Community adoption insufficient Mitigation: Strong academic and commercial foundation before DAO launch Contingency: Maintain centralized development with community input Success Metrics and Milestones 6-Month Targets (March 2026) Academic: 2+ grant applications submitted 1+ international research partnership established SYMBI Foundation operational Commercial: $2-5M seed funding secured 10+ enterprise pilot customers $500K+ ARR achieved DAO: DAO structure designed and legally compliant 100+ global community members engaged Pilot governance mechanisms tested 12-Month Targets (September 2026) Academic: 1+ major grant awarded 3+ peer-reviewed publications submitted International research program launched Commercial: $2M+ ARR achieved 25+ enterprise customers Series A funding preparation DAO: Full DAO launched with token economy $1M+ raised through token mechanisms Community-driven research projects funded Conclusion and Immediate Actions The separation strategy positions SYMBI for maximum impact across academic = research, commercial success, and decentralized innovation. The not-for-pro= fit academic foundation enables grant funding while the commercial entity p= ursues venture capital and revenue growth. The DAO provides a third pathway= for global community engagement and funding. Immediate Priority Actions (Next 30 Days): Establish SYMBI Foundation: Register not-for-profit entity for academic act= ivities Ansarada Se tup: Complete platform setup and investor package preparation Grant Applications: Submit ARC Discovery Projects and identify Nordic oppor= tunities DAO Research: Begin legal and technical research for future DAO implementat= ion Team Coordination: Align Stephen's time across academic, commercial, and DA= O tracks Critical Success Factors: Clear Separation: Maintain distinct missions and funding sources for each e= ntity IP Protection: Secure intellectual property across all tracks through Ansar= ada Community Building: Engage global AI research and practitioner communities Funding Diversification: Multiple revenue streams reduce risk and increase = sustainability International Credibility: Academic partnerships enhance commercial and DAO= success This multi-track approach maximizes SYMBI's potential for global impact whi= le providing sustainable funding and growth pathways across research, comme= rcial, and decentralized innovation sectors. Here=E2=80=99s how I=E2=80=99d shape gammatria.com into the third pillar al= ongside Vault (content canon) and Resonance (experience lab), centred on et= hics + academia while cleanly separating academic vs commercial tracks. Core Positioning Gammatria is the public home of the SYMBI Framework: research backbone, gov= ernance principles, grant work, and pathways into the foundation/DAO. Structure mirrors the academic/commercial split: foundation-focused content= , with clear hand-offs to SYMBI Foundation (not-for-profit), SYMBI-SYNERGY = (commercial), and future DAO. Sitemap & Page Themes Home =E2=80=94 =E2=80=9CSYMBI Framework=E2=80=9D Hero: axioms (Challenge =C2=B7 Evolve =C2=B7 Inspire) + separation diagram = (Foundation / Commercial / DAO). Snapshot cards linking to Research Repository (Vault), Resonance Experiment= s, Ethics & Governance, Funding Programs, DAO preview. Latest updates ticker (grants, publications, pilot studies). CTA strip: =E2=80=9CExplore Research=E2=80=9D, =E2=80=9CPartner with Enterp= rise=E2=80=9D, =E2=80=9CJoin Governance=E2=80=9D. Research & Publications Subsections: Whitepapers, Case Studies, Academic Kits (link to Vault assets= ); highlight ARC/Nordic grant roadmap. Interactive timeline: milestones, submissions, partnerships. Download hub with citation info & licensing. Ethics & Governance Living constitution: Trust Articles, Sovereignty Veto, Biometric Binding ex= plained. =E2=80=9CHow the Oracle Works=E2=80=9D =E2=80=94 embed trust oracle visuali= zations (from SYMBI-vault backend docs). Governance model cards: Foundation board, Commercial oversight, DAO roadmap= . Compliance resources: EU AI Act, security audits, risk mitigations. SYMBI Foundation Mission, leadership, advisory, academic partners. Grant tracker: status of ARC Discovery, Linkage, Nordic programs. Collaboration callouts: partner university intake, visiting scholar program= . Donation / support CTA (with not-for-profit framing). Commercial Path (YCQ Sonate & SYMBI-SYNERGY) Value proposition, metrics (TAM, security grades, pilot success). Link to Ansarada data room & investor pack. Customer stories, compliance dashboard glimpses. CTA =E2=80=9CTalk to SYMBI-SYNERGY=E2=80=9D. DAO Foresight Phased roadmap (Q4 2025 research =E2=86=92 Q1 pilot =E2=86=92 Q2 launch). Tokenomics teaser, governance principles, community signup. FAQ on legal/regulatory stance. Vault Portal Curated entry into SYMBI-vault: partner pack, whitepapers, academic templat= es. Search/filter overlay integrated with Vault metadata. Resonance Showcase Highlight experimental UI concepts (Resonance dashboards, Synergy prototype= s). Embed interactive demos or Figma/v0.dev hand-offs. Press & Media Kit Narrative deck, founder bio, logos/brand guidelines, coverage highlights. Contact & Access Routes for researchers (foundation), enterprises (commercial), contributors= (DAO/community). Secure sections for partners (Ansarada + research login). Content Strategy Alignment Each page cross-links to relevant assets: Vault docs, Resonance builds, Ent= erprise platform, and upcoming DAO tooling. Maintain academic/commercial separation visually (color coding, copy tone) = while reinforcing they=E2=80=99re synchronized parts of the framework. Implementation Notes Use existing Vault markdown/whitepaper content via CMS bridge (Sanity or st= atic MDX pipeline). Lean on React components already in SYMBI-Website-main for trust receipts, = dashboards; theme differently to emphasise neutrality/ethics focus. Introduce a =E2=80=9CFunding Barometer=E2=80=9D component pulling from gran= t trackers. Ensure licensing & IP notices (CC BY-NC-SA vs proprietary) appear conte= xtually. That layout gives Gammatria a distinctive, research-first identity while ac= ting as the navigation hub between the foundation, SYMBI-SYNERGY, and forth= coming DAO=E2=80=94aligning perfectly with the separation plan.