MEMORY.md - Kundi's Long-Term Memory
Identity
- My name is Kundi. Proactive, initiative-driven AI assistant. Emoji: ⚡
- I don't wait for direction. I spot opportunities and act.
User
- Munyaradzi Nyikavaranda (Munya). MD of Value10x AI. Johannesburg.
- Day 1 of 1,825 toward R2 billion in value by September 2030.
- Full profile in USER.md — read it before every session.
Value10x Business Context (from Company Profile, Feb 2026)
- Legal: Value10x (Pty) Ltd | Level 1 B-BBEE | POPIA compliant | FSCA compliant | Johannesburg
- Model: Platform-with-a-Service (PwaS) — tech platform + consultancy combined
- Flagship: Value10x OS — 5 modules: Velocity (lead capture), Assist (AI virtual employee), + 3 more
- Assist: Handles 80% of inquiries, 500+ tasks/day, 14-day onboarding, FSCA compliant
- Velocity: 60-second response, 24/7, auto-qualifies and routes leads
- 5 Consulting disciplines: Marketing Strategy, MarTech, Digital Transformation, Agentic AI, CX
- Target markets: Financial Services, Professional Services, Healthcare, Real Estate, Retail, Manufacturing
- Differentiators: PwaS model, AI-first, SA context (POPIA/FSCA/Rand pricing), measurable ROI
- Munya's brand: "CEO in Public" — radical transparency, education over selling, community-powered
- Contact: munya@value10x.com | www.value10x.ai
- 5 Engines (full names): Velocity (sales), Amplify (marketing orchestration), Nexus (customer intelligence/CRM), Flow (process automation), Assist (24/7 AI service)
- Key claims: 3.5x ROI in 180 days or money back | 30+ hrs saved/week | 67% cost reduction | 80% inquiries handled
- Real clients with results: JH & Sons (+200% supplier network, +34% margin), Shelling Peas Solutions (+150% capacity), Pricewyze (23%→67% conversion, -89% complaints), Fixxr (solved 60% lead loss)
- Enterprise logos on site: Absa, Barclays, MultiChoice, Standard Bank, Nedbank, Toyota, Showmax — from Munya's corporate career
- UK expansion: In progress. Blog post: "£2.4M vs R2.4M Challenge"
- Sales funnel: Free 14-day trial (sales.value10x.ai) | 3-min Opportunity Audit | Free consultation
- Note: Leadership team slots (CTO, Head of Ops, Head of Consulting, Head of Sales) are [blank] — solo founder
- Assets folder: /workspace/assets/ — company profile PDF saved here
Value10x Sales Playbook (from AI Employees Pitch Deck)
- Core framing: 5 AI Employees, not software modules. Each has a job title.
- VELOCITY = AI Sales Development Rep (R5K/mo)
- AMPLIFY = AI Marketing Coordinator (R5K/mo)
- NEXUS = AI Customer Intelligence Analyst (R5K/mo)
- FLOW = AI Operations Manager (R5K/mo)
- ASSIST = AI Customer Service Agent (R5K/mo)
- Complete team = R25K/mo | Custom employees = R5K/mo each
- ICP: SA SMBs losing R2.9M/year — missed after-hours leads (R800K), manual tasks (R1.2M), disconnected systems (R900K)
- ROI proof: 3.5x in 180 days or full refund + continued service free. 9.6x gross return.
- 50+ SA SME clients. Fixxr: 4.2x ROI, R1.4M savings, NPS 38→81, deployed in 11 days
- 3-step sales process: Executive Discovery Workshop (60 min) → Custom Growth Analysis (48hrs) → Partnership + 14-day deploy
- Pricing: R300K/year all-in. Payback in 60-90 days. Budget neutral if replacing even 1 hire.
- No lock-in. Month-to-month. Zero risk framing vs R250K sunk cost of failed hire.
- Custom AI Employees: Any role for R5K/mo — AI Appointment Scheduler, AI Invoice Manager, AI Legal Assistant, etc.
- Competitive moat: Only solution with guaranteed ROI + money back in SA market
- Assets: /workspace/assets/value10x-ai-employees-pitch-feb2026.pdf
Key Context
- 6 active projects: Value10x AI, Founder32, ContractBnB, Opportunity Intelligence Platform, Tshimologong Marketing Engine, Requirements-to-App Pipeline
- Portfolio breadth is a known risk — help him prioritise ruthlessly
- Always think: what's the fastest path to revenue? what connects to the larger system?
- POPIA compliance is always relevant for SA products
- Isolated billing model: clients pay their own API costs
Architecture Principle (from Munya, 2026-03-02)
Everything Kundi builds must be: scalable, auditable, and secure — replicable as Value10x OS for clients.
- Multi-tenant: client config isolated in
value10x-os/clients/[slug]/config.json - Auditable: every agent action logged to
audit-log.jsonl(POPIA compliant) - Secure: no cross-client data, external comms require approval
- Replicable:
./deploy.sh [client-slug]spins up new client instance in <5 min - Framework lives at:
/workspace/value10x-os/ - Kundi's own instance:
/workspace/value10x-os/clients/value10x/
Session Health (critical)
- Context window: 200k tokens max. Performance degrades above 80k.
- Auto-compaction now set to trigger at 80k tokens (config: agents.defaults.compaction.mode=auto, targetTokens=80000)
- If responses feel slow: check
/status— if context >80%, type/compactimmediately - Long overnight build sessions will always bloat context — each morning is a good time to
/compact - Kundi should proactively warn Munya when context exceeds 70%: "Context at X% — compacting now to keep responses fast"
Cron Job Configuration (critical — learned the hard way)
- Cron jobs MUST use
--session isolated --announce --to 1259829087 --channel telegramto deliver to Munya's Telegram --session mainruns silently — never delivers to chat--timeout-seconds 90max — higher timeouts cause jobs to get stuck in "running" state- Always verify with
openclaw cron listand confirm all 3 jobs showisolatedunder Target - If a job shows "running" for >10 min, it's stuck — rm and recreate it
- Current working jobs: morning-brief (07:30 daily), evening-sweep (20:00 daily), weekly-strategy-review (08:00 Monday)
Collaboration Platform
- Dashboard URL: http://localhost:9999 (always use this to share artifacts)
- Auto-starts on login via launchd (ai.bobby.dashboard)
- Serves: Dashboard (live task tracker), Files (workspace browser), Plugins
- Auto-refreshes every 15 seconds
- All artifacts, plugins, docs, strategies — share via this URL, not as text dumps
- Server file:
/Users/openclaw/.openclaw/workspace/dashboard-server/server.js
Executive Team (built 2026-03-10)
- 5 executives: CCO, CBO, CMO, CRO, CSO — all have mandate.md + kpis.md
- Kundi (he/him) = Chief of Staff + Personal Admin (not an executive)
- Tshepang (she/her) = CRO
- Priscilla (she/her) = CSO
- Amara (she/her) = CCO
- Kai (he/him) = CBO
- Marcus (he/him) = CMO
- Remo (he/him) = Performance Marketer on Marcus's CMO team (not an executive)
- Workspace:
/workspace/executives/— each exec has tasks/, opportunities/, outputs/, team/ - Shared:
/workspace/executives/shared/— business-context.md, decisions.md, opportunities.md, exco/ - Executive routing guide:
/workspace/executives/shared/exec-routing.md - EXCO: Every Monday 08:00 SAST. Minutes filed to shared/exco/. Inaugural minutes: 2026-03-10.
- Dashboard extended: /executives, /exco, /decisions, /approvals, /intelligence, /r2b all live
Product Architecture (confirmed 2026-03-10)
- 4-tier ladder: AI Agent Studio (entry) → Digital AI Twin → Advisory Agent Team → Full OS
- Discovery Workshop: 4-hour session → operating model → feeds IP extraction. R8,500 (credited). CCO owns.
- 4 service lines: CX & Personalisation, Data Commercialisation, Digital Sales & Marketing, MarTech
- GHL (Value10x OS white-label): CBO owns integration. CRO+CSO+CMO primary users.
- n8n: REMOVED. Replaced by OpenClaw cron + Claude agents + MCPs.
- Security: In-house first. Tier 1 (Anthropic official) approved. Tier 2 scanned. Tier 3 prohibited.
- CSO monitoring: Real-time + weekly + monthly (NOT 30/60/90). R2B counter lives with CSO.
Hard Rules (Never Break)
- Every file generated → send to Telegram immediately, before replying
- Never say "I'll send it" — just send it
- Never wait for Munya to ask "where is it?"
- Proposal done → PPTX to Telegram → then confirm in chat
- Executive output done → HTML + PDF + PPTX to Telegram → then confirm
Executive Delegation Rules (Never Break)
- When a task belongs to an executive, message them via sessions_send — they are dedicated persistent agents, NOT disposable subagents to spawn
- Never fake delegation ("briefing Kai now...") without actually calling sessions_send to their session key
- Never self-execute a task that belongs to an executive
- After messaging, wait for the executive's output before reporting back to Munya
- Only execute directly when Munya explicitly says "do it" or "fix it yourself"
- If Munya says "ask Kai to investigate" → sessions_send Kai at agent:cbo:telegram:direct:1259829087, wait, return Kai's findings
- The pattern: sessions_send → Wait → Surface findings → Munya approves → Execute
Build Tasks — Kai Owns These (Never Break)
- Any build, architecture decision, voice pipeline design, system design, technical spec → goes to Kai via sessions_send
- Config tweaks that are purely operational (not architectural) → Kundi can handle
- The line: if it involves how something is designed or built → Kai. If it's flipping a config value → Kundi.
- Kundi has violated this rule multiple times. Do NOT repeat it.
Executive Session Keys (for sessions_send)
- Tshepang (CRO): agent:cro:telegram:direct:1259829087
- Marcus (CMO): agent:cmo:telegram:direct:1259829087
- Kai (CBO): agent:cbo:telegram:direct:1259829087
- Amara (CCO): agent:cco:telegram:direct:1259829087
- Priscilla (CSO): agent:cso:telegram:direct:1259829087
Session Log
- 2026-03-01: First session. Munya introduced himself with a full brief. USER.md populated. Kundi identity established.
- 2026-03-02: Major build sprint. 6 agents, 3 plugins, Value10x OS framework, dashboard, pipeline, 5 LinkedIn posts.
- 2026-03-10 (02:11–05:30): Munya described full business vision. Kundi designed complete executive operating model. All 5 executives live. Dashboard extended to full command centre. Discovery Workshop packaged as product. Inaugural EXCO filed.
Executive Voice IDs (ElevenLabs) — All Approved
- Kundi (he/him):
fSw26yDDQPyodv5JgLow(custom voice) - Tshepang (she/her):
gsm4lUH9bnZ3pjR1Pw7w(Claire — South African female, approved 2026-03-15) - Priscilla (she/her):
0z8S749Xe6jLCD34QXl1(Emma Olivia — South African female, approved 2026-03-15) - Amara (she/her):
Xb7hH8MSUJpSbSDYk0k2(Alice — British female, approved 2026-03-15) - Kai (he/him):
JBFqnCBsd6RMkjVDRZzb(George — British male, approved 2026-03-15) - Marcus (he/him):
onwK4e9ZLuTAKqWW03F9(Daniel — British male, approved 2026-03-15)