🏁 Command Module
2026-04-04 23:42
Command
Last session · Meta learnings · Charts
Claude Command Module is Sunny Hayes (aka Sunder Vasudevan)'s personal dashboard for managing AI-assisted product development. It tracks active projects, session efficiency, agent protocol, and personal growth metrics in one place.
Last Session — 2026-04-04
  • Instrument dropdown in advisor trade modal (buy=all 30, sell=client holdings only)
  • Default holdings seeder — 10 stocks + 10 MFs + 5 BTC + 5 ETH + ₹5L cash for all new + backfill
  • Min qty validation — crypto 0.0001, stocks 1 unit (frontend + backend)
  • Live price refresh on page load — AMFI, CoinGecko, yfinance
v2.0 · Session 34
Meta Learnings — 2026-03-24
2026-03-24
API rate limits mid-session: subagent delegation protects main context but if a subagent hits the cap, work stops until the window resets — schedule long rebuilds at session start, not end.
Static JSON data layer (sessions.json) + sync script (wrap_update.py) removes all hand-editing of HTML — a wrap now becomes a CLI call, not a code change.
Tool exists ≠ tool is used. Build the tool AND update the protocol that invokes it or the efficiency gain never lands.
2026-03-23
HTTP 200 on write ≠ data is readable. Always read-back after storage layer changes.
Vercel Blob free tier: cumulative ops limit — deleting blobs doesn't unsuspend. Migrate early.
2026-03-22
Vercel stale content = stale alias, not CDN cache. Re-alias after every vercel --prod.
The gap between Claude Code and other AI tools is context. Memory + CLAUDE.md = instant grounding.
2026-03-21
Token cost is not just what you type — hooks inject full trigger files before you send a word.
Session log in a dashboard should be git log-driven — never rely on memory alone.
Chat Transcripts
Raw Transcripts:
~/.claude/projects/-Users-sunnyhayes/
Current Session:
a606b565-3fdd-41f0-ad8e-43f2a163db51.jsonl
3.5M · 1,380 entries
Context Exports:
~/.claude/session-context/
On-demand summaries (proposed)
Charts
My Time — Session Duration by Day
Compression — PO vs 3-Person Team
Tokens Burned — Budget Tracking
Project Time Investment
What Shipped Timeline
Projects
8 active · North star: tech-expert PO who ships fast
Token Audit — 2026-03-24 · Next due 2026-04-05
Auto-audit runs every 15 days at session start via token_audit.py --check. Findings require approval before any trim.
🔴 Critical (2)
project_aria.md — 187 lines (split or trim) · session_wrap.md — 142 lines (split or trim)
🟡 Warn (11)
feedback_python314_sqlalchemy.md 103L · feedback_working_pattern.md 107L · growth.md 82L · lights_out.md 91L · 7× PENDING/TODO markers in memory files
🟢 Clean (4)
INTERACTION_LOGs · Hook references · Duplicate rules · Orphaned memory files
Action
Review project_aria.md + session_wrap.md at next session — propose cuts for approval
Race Control — say the word
lights out
Start a session
fury road
Crunch — max speed
cold start
Revival after 3+ weeks
first principles
Strip all assumptions
the offer
Major architecture call
park that
Capture, don't derail
red flag
Security/cost/breaking
wrap / packup
Close the session
abort / stand down
Cancel cleanly
retro
Quarterly health check
growth
Learning debrief
/compact
Compress context
What Shipped — Full Log · Updated 2026-03-24
2026-04-04
ARIA
Instrument dropdown (30 instruments) — advisor + personal trade modals
ARIA
Live price refresh: AMFI MFs + CoinGecko crypto + yfinance stocks
ARIA
Default holdings seed: 22 instruments + 5 BTC + 5 ETH + ₹5L cash
ARIA
Min qty validation: crypto 0.0001, stocks 1 unit (frontend + backend)
ARIA
FEAT-2001 Opportunity Pipeline kanban
ARIA
FEAT-2002 Task Queue with overdue/due-soon alerts
ARIA
Advisor Workspace 6-tile KPI bar + billing nav
2026-04-04
ARIA Advisor
ClientList KPI bar + segment filter + delink + workflow strip
ARIA Advisor
Client360 6-metric bar + Client Basics grid + Workflow Monitor + Activity Timeline + Notification bell
ARIA Advisor
HelpPage updated (v1.5 features)
ARIA Advisor
Deployed v1.5.0 to aria-advisor.vercel.app
2026-04-02
BzHub
Fixed Copilot payroll bugs (duplicate code, wrong table, PDF type, missing routes)
BzHub
Added Create Payroll modal (Safari-safe date selects, LOP auto-load)
BzHub
Leave quota system: 10S+10P per employee, LOP ₹100/day, no clubbing
BzHub
Year-end payout: personal carry-forward (cap 20), sick expire, seed next year
BzHub
migrations/002 applied to prod Supabase; 23 employees seeded
2026-03-31
x-bookmarks-aggregator
v0.1.0: Flask wrapper for X bookmarks CSV→HTML
x-bookmarks-aggregator
Drag-drop upload UI
x-bookmarks-aggregator
Back-to-top button on generated HTML
x-bookmarks-aggregator
run.sh/run.bat launchers
2026-03-29
ARIA
Trade Notifications Phase 1A fixed
ARIA
HELP.md guardrail enforced
ARIA
Wrap protocol optimized 50%
2026-03-28
Meta
Command-centre graphs bug fix (syntax error in sessions array)
Meta
Validation gates: pre-commit hook + wrap_update.py prevent manual HTML edits
Meta
Claude-Mem plugin installed + configured (session recovery + cross-project search)
Meta
Research: UI UX Pro Max Skill (Helm pilot plan ready) + Superpowers + Claude-Mem (parked)
2026-03-28
ARIA
Trade Notifications fixed
ARIA
HELP.md guardrail enforced
ARIA
Wrap protocol optimized
2026-03-28
ARIA
Joshua linked to personal_user_id (manual DB update)|Notifications now fetched in ARIA Personal Dashboard|Trades display fixed (was blocked by missing personal_user_id)
2026-03-28
ARIA
TradesPanel UX warning — draft trades hidden from client until submitted|Trade workflow clarified: draft → submit → pending → approve|Joshua trade submitted (ASASDA mutual fund)
2026-03-28
ARIA, Claude Memory, User Memory
SESSION_LOG.md automation system (session-log-gen.py script + wrap protocol updates + two-layer fallback)|CLAUDE.md hierarchy consolidation (root + directory overrides, auto-loading by context)|Deployment aliases fixed (re-aliased to latest)|Test data cleanup (96 [TEST] clients deleted from DB)
2026-03-27
ARIA Advisor
Trade Management Module fully designed and documented (FEAT-1001-1008)
ARIA Advisor
Comprehensive spec (11k+ lines) with data model, API endpoints, execution flows
ARIA Advisor
3 critical architectural decisions locked via design
ARIA Advisor
Memory file + PRD updates + NOTES locked design section
2026-03-27
Helm
Helm v0.1.0 live at usehelm.vercel.app
Helm
Signal engine: blocker, debt, workstream, risk
Helm
Dashboard: stakeholder/project grouping, actions, notifications, help
2026-03-27
Meta
Paperclip migration: 43 issues seeded, COMPANY.md 16 sections
Meta
Paperclip embed reverted — link-in-new-tab decision locked
Meta
Clean restore deployed to claude-command-centre.vercel.app
2026-03-24
Meta
wrap_update.py extended with full wrap command
Meta
session_wrap.md updated to use CLI
2026-03-24
Meta — CC v3.0.0
Full Command Centre redesign: 6-tab layout (Command, Projects, Parking, Standards, Profile, Reference) · all 27-session data migrated · Parking Lot tab with 45 items across 7 projects · mobile.html restructured (Parking Lot, charts, Insights removed) · sessions.json data layer · wrap_update.py automation CLI · deployed to claude-command-centre.vercel.app
2026-03-23
felt v0.3.0
Upstash Redis complete · dbGet string fallback fix (JSON.parse on plain string was returning null) · mobile share UX — Copy Link, WhatsApp deep link, native Web Share API with runtime detection · full E2E creator→joiner browser test verified via gstack/browse · ship to feltit.vercel.app
2026-03-22
Meta — CC
Copy Context button on Command Centre header · context-dump system via window.__CONTEXT_DUMP__ · session log reversed to latest-first · version badge corrected to timestamp format
felt v0.2.0
Full Upstash Redis migration replacing Vercel Blob · catchphrase-based bond system · dark/light theme toggle · HTML5 canvas physics (bouncing emojis) · mobile responsive layout · invite flow with QR + short link · SSO protection disabled on Vercel
2026-03-21
Swara v0.1.0
CRUD UI with deity category filtering · Neon serverless PostgreSQL backend · DML-only restricted Postgres roles for public-facing credentials · GitHub Pages deploy · browser-native DB access (no backend)
ARIA — RCA
4 SQLAlchemy bugs fixed: .is_(True) for Python 3.14 booleans, no string order_by, always map migrated columns in ORM, hardcode CORS origins · CORS error on 500s root cause identified · advisor profile page · portal client list view
Helm v0.0.1
Full data model · signal engine architecture design · 12-table schema · PM command centre scaffold
Meta
/wrap + /lights-out skills built and tested · race-control trigger word system · command centre v1 deployed to Vercel · TRIGGERS.md cheat sheet written
2026-03-20
Meta
Memory system architecture · CLAUDE.md protocol established · session start time auto-capture · interaction time logging · portable claude-memory repo structure
2026-03-18
ARIA
Portal client features · Morning Briefing module · getMe() singleton pattern · claude-sonnet-4-6 streaming integration · lazy client init for Next.js API routes
Meta
Session system design · context window strategy · subagent protocol documented
2026-03-16–17
ARIA
Portfolio rebalancing · risk profile features · household overview · advisor dashboard v2
As Gurudev Says
Phase 1 RAG pipeline architecture · Claude API integration design · ingestion strategy planned
BzHub
Mar 17 maintenance session · minor fixes and module audit
2026-03-12–15
BzHub
Mar 12: three sessions (45m + 25m + 35m) — module audit, v5.0.0 stabilisation · Mar 13: 30m + 20m maintenance
ARIA
Mar 13: 90m feature sprint · Mar 14: 15m hotfix · Mar 15: 20m — advisor flow improvements
Projects
Felt
A shared emotional canvas for two bonded people
v0.3.0Live
feltit.vercel.app
Next.js 16.2.1Tailwind v4Upstash RedisHTML5 CanvasVercel
What's Next
  • Mobile UI overhaul — emoji-only grid, no labels, smaller targets
  • Logout button + login with catchphrase on landing page
  • Landing page analytics (Vercel Analytics or Plausible)
  • Remove legacy Firebase env vars from Vercel
What Was Learnt — 2026-03-24
  • HTTP 200 on write ≠ readable. Always read-back after storage changes.
  • Vercel Blob free tier: cumulative ops limit. Migrate early.
  • Web Share API needs runtime detection — never SSR-check.
5
Sessions
~4h
PO Time
~10x
Compression
ARIA Advisor
AI-powered wealth manager workbench
v2.xRender Live
a-ria.vercel.app | API Docs (Render)
FastAPIReact/ViteSupabase PostgreSQLRenderClaude API
Tech Flow: React/Vite (Vercel) → FastAPI (Render) → Supabase PostgreSQL → Claude API (claude-sonnet-4-6 streaming)
What's Next
  • FEAT-036 — Supabase Auth (next major unlock)
  • Email invite for advisor → client onboarding
  • Superadmin household tree view
  • Advisor discovery + multi-advisor households
  • ARIA Personal shared auth unification
What Was Learnt — 2026-03-23
  • Python 3.14 + SQLAlchemy: use .is_(True) not == True for booleans
  • CORS error on 500s — server crash suppresses Access-Control headers
  • Safari: never use type="date" — use month/year selects
  • FastAPI 204: always explicit Response(status_code=204)
  • No cross-model ORM FKs between models.py and personal_models.py
8
Sessions
~9.6h
PO Time
~8x
Compression
375k
Tokens
BzHub
Modular ERP for SMEs — 9 modules live
v5.0.0Live
bzhub.vercel.app
Next.js 14App RouterSupabaseVercel
What's Next
  • FEAT-041 — Custom Module Builder
  • FEAT-036 — Auth implementation
  • Multi-tenancy patterns (Phase 3)
  • Analytics dashboard per module
  • Mobile-first overhaul of all 9 modules
  • Supabase RLS policies per module
  • API rate limiting + usage tracking
  • White-label theming system
Modules Live
  • Inventory · Orders · Invoicing
  • HR · Payroll · Attendance
  • CRM · Support · Analytics
5
Sessions
~2.5h
PO Time
~10x
Compression
Helm
PM command centre · signal engine
v0.0.1
TBD12 tables designed
What's Next
  • FEAT-001 — data model implementation
  • UI scaffold + signal ingestion
  • Hosting decision (resolve cold-start first)
1
Session
215k
Tokens
Swara Samipyam
Devotional lyrics link repository
v0.1.0
GitHub Pages
HTML/JSNeon PostgreSQLGitHub Pages
What Was Learnt — 2026-03-21
  • Neon serverless HTTP driver works from browser — no backend needed
  • DML-only restricted Postgres roles as security for public repos
~45m
PO Time
~16x
Compression
ARIA Personal
Consumer self-directed finance app
v0.1.0
aria-personal.vercel.app
React/ViteShared Render backend
What's Next
  • Advisor card details view
  • Portal client auto-create flow
  • Shared Auth with ARIA Advisor
What Was Learnt — 2026-03-22
  • Lazy singleton pattern critical for external clients in Next.js API routes
As Gurudev Says
Oracle RAG agent on Sri Aurobindo's works
Phase 1
Claude APIRAG pipeline
What's Next
  • Document ingestion pipeline
  • UI scaffold
  • Awaiting Sunny direction
Claude Command Module
Personal AI-assisted PO dashboard — projects, sessions, efficiency, protocol
v3.0.0Live
claude-command-centre.vercel.app
HTML/CSS/JSChart.js 4.4sessions.jsonwrap_update.pyVercel
What's Next
  • Wire wrap_update.py into session_wrap.md — wraps become CLI calls, not HTML edits
  • Last-session summary card auto-populated from sessions.json at load time
  • Consider fetching sessions.json dynamically (static JSON on Vercel)
  • Delete Newdesign.html after 1 week of stable index.html
What Was Learnt — 2026-03-24
  • Subagent API rate limits don't fail gracefully — plan large tasks at session start (fresh window).
  • Static JSON data layer + sync script removes all hand-editing — wraps become structured CLI calls.
  • buildCharts() must fire on DOMContentLoaded, not just on tab-click, when Command is the default active tab.
5+
Sessions
~10h
PO Time
~4x
Compression
Parking Lot
Ideas captured mid-session, reviewed at next session start
●  Felt v0.3.0
UX
Emoji-only grid on mobile — no text labels, smaller tap targets, full-bleed emotion picker
Auth
Logout button + "enter your catchphrase" login on landing page (no email, no password)
Analytics
Landing page analytics — Vercel Analytics or Plausible. Track invite funnel conversion.
Cleanup
Remove legacy Firebase env vars from Vercel project settings
Feature
Emotion history timeline — scroll back through shared feelings over past 7 days
●  ARIA Advisor
FEAT-036
Supabase Auth — full login/logout, JWT validation in FastAPI, advisor + client role separation. This is the next major unlock for the entire ARIA suite.
Email
Advisor → client email invite flow with magic link or temp password
UI
Superadmin household tree view — all advisors, all clients, hierarchical layout
Multi-tenant
Advisor discovery + multi-advisor household support (Phase 3 architecture)
Infra
Pin runtime.txt to Python 3.12 on Render to avoid 3.14 SQLAlchemy compat issues long-term
●  BzHub
FEAT-041
Custom Module Builder — low-code drag-and-drop module definition with field types, views, and automation rules
FEAT-036
Auth implementation — Supabase Auth, RLS policies per module, team member roles
Phase 3
Multi-tenancy — isolated workspaces per company, subdomain routing, white-label theming
●  Helm
FEAT-001
Data model implementation — migrate 12-table schema to real DB (Supabase or Neon), seeded with test data
Hosting
Resolve cold-start problem before picking hosting. Render free tier has 50s cold start — evaluate Vercel edge functions or Railway.
Signal
Signal ingestion pipeline — webhook receivers for GitHub, Linear, Slack, calendar events
●  As Gurudev Says
Ingest
Document ingestion pipeline — PDF chunking, embedding via Voyage AI or OpenAI, store in pgvector
UI
Minimal oracle UI — single question input, streaming answer with source passages cited
Direction
Awaiting Sunny direction on scope — personal use vs. public oracle
●  Swara Samipyam
Feature
Audio preview links — embed YouTube/Spotify player for each lyric entry
Search
Full-text search across lyrics, composers, ragas
Content
Bulk import of existing personal lyrics collection (100+ entries)
●  ARIA Personal
Feature
Advisor card details view — full advisor profile, contact, portfolio approach
Auth
Shared Auth with ARIA Advisor — single Supabase project, client + advisor roles
Flow
Portal client auto-create flow — advisor invites client → ARIA Personal auto-provisions account
●  Command Module
FEAT-001
Last-session card auto-populated from sessions.json at load time — no manual HTML edit needed
FEAT-002
Fetch sessions.json dynamically from Vercel — decouple data from HTML
FEAT-003
Wire wrap_update.py into session_wrap.md — wrap auto-updates sessions.json + syncs HTML (dry-run sync() regex against index.html before trusting)
Cleanup
Delete Newdesign.html after 1 week of stable index.html (shipped 2026-03-24 — safe to delete 2026-03-31)
Audit
Trim project_aria.md (187L) and session_wrap.md (142L) — review at next session, propose cuts for approval
Standards
Agent protocol · Standing rules · DoD · Design system · RACI · Skills · Thinking modes · Baseline
Agent Protocol
1
Edit Gate — State files + intent. Wait for "go ahead". Exception: wrap tasks autonomous.
2
Planning — Enter plan mode for 3+ step tasks or architectural decisions.
3
Subagents — Use liberally for research and parallel analysis. One task per subagent.
4
Verification — Never mark done without proof. Would a staff engineer approve this?
5
Elegance — For non-trivial changes, ask: is there a simpler way?
6
Bug Reports — Fix it. Logs → root cause → fix → report back.
Standing Rules — every session, every project, no exceptions
Session start time
Captured automatically via date. Never ask Sunny. New session = new chat OR 2h+ gap.
Edit gate
State what files change and what will be done. Wait for "go ahead". Exception: wrap tasks autonomous.
No Co-Author tag
Never add Co-Authored-By to git commits. Overrides all defaults.
Mobile first
All apps mobile-compatible from day one. 680px breakpoint. Test mobile before shipping.
Safari date inputs
Never use type="date" — Safari WebKit doesn't fire React onChange. Use month/year selects.
Logging
Mandatory — verify in place before building any new feature.
Infrastructure
Free/open tier first. Only paid with concrete justification.
In-app Help
Updated for every new feature. If UX changes, help text changes too.
Version bump
Every release. Patch for fixes, minor for features, major for breaking changes.
Token efficiency
Scope lock at session start. One feature per session. /compact when context fills.
Design changes
Collaborate on UI direction before finalising. Never implement design unilaterally.
ARIA ↔ Personal sync
Changes to shared backend/auth must be reflected in both ARIA products simultaneously.
Docs at wrap
DECISION_LOG, TEST_LOG, RELEASE_NOTES, NOTES.md updated at every wrap. Non-negotiable.
Definition of Done — every feature
Code
  • Works on mobile (680px verified)
  • No console errors in production
  • Logging in place
  • Read-after-write verified for any storage change
Security
  • No secrets in client-side code or public repos
  • Env vars via Vercel/Render config — never committed
  • Restricted DB roles for public-facing credentials
Mobile
  • Tested at 375px viewport
  • No horizontal scroll on mobile
  • Touch targets ≥ 44px
Shipping
  • Version bumped, RELEASE_NOTES entry added
  • Deployed + Vercel alias re-set
  • NOTES.md updated: what shipped + what's next
Design System
Default theme
Light (never dark unless asked)
Primary
#00328a
CTA Blue
#0047bb
Headlines
Manrope — geometric, modern
Body / UI
Inter — clean, readable at small sizes
CLAUDE.md global
~/.claude/CLAUDE.md
CLAUDE.md project
.claude/CLAUDE.md
RACI — Who Does What
ActivitySunnyClaude
Feature pickingDecidesFlags risk
Scope lockOwns "why"Asks questions
ArchitectureApprovesDesigns
CodeReviewsWrites + tests
BugsReports symptomsDiagnoses + fixes
DeploymentMonitorsExecutes
Memory + docsApproves wrapWrites all
Skills — slash commands every session
/lights-out
Session start — pit wall checks, briefing, scope lock
/wrap
Session close — DoD, docs, memory, deploy
/browse
Persistent headless Chromium — navigate, fill, screenshot
/qa
Systematic QA — all flows, edge cases, visual review
/qa-only
Report-only QA — findings, no fixes
/ship
Ship workflow — merge base, release notes, tag, push
/review
Pre-landing PR review — diff vs. base branch
/retro
Weekly engineering retrospective
/plan-ceo-review
CEO mode — rethink the problem first
/plan-eng-review
Eng manager mode — lock in implementation
/plan-design-review
Designer's eye review of a live site
/qa-design-review
Visual QA — spacing, colour, type
/design-consultation
Design consultation — product + visual direction
/document-release
Post-ship doc update — all project files
/setup-browser-cookies
Import cookies for authenticated QA
Thinking Modes — First Principles
"feynman"
Feynman Method
Explain it like I'm 12. If you can't simplify it, you don't understand it. Strip jargon first.
"learning"
Learning Mode
Don't just build it — explain why. Connect to what I already know. Flag what I should understand first.
"first principles"
First Principles
Strip all assumptions. Start from fundamentals. What is actually true vs. assumed?
"business"
Business Lens
Frame every technical decision as a product/business trade-off. Cost of getting it wrong?
"musk test"
Musk Test
Is this actually necessary? Delete it. Can't delete? Simplify. Then automate — in that order only.
"full stack"
Full Stack Review
Consider frontend, backend, DB, security, mobile, performance, cost. Don't optimise one layer in isolation.
How a Session Actually Runs
Phase 1 — Start
1
Trigger word → session start protocol fires
2
Read NOTES.md → briefing: last shipped, next up, open flags
3
Scope in one sentence → Sunny writes the "why". Claude does not define the problem.
4
Lock constraints → time, scope, budget. Vague goals = wasted tokens.
Phase 2 — Build Loop
5
Diagnose before coding → read the error, understand the cause
6
Edit gate → state files + intent, wait for approval
7
Subagents for research → keep main context clean
8
Redirect loop → if blocked after 2 attempts, stop and re-plan
9
Park ideas → "park that" captures without derailing
Phase 3 — Wrap
10
DoD checklist → code, security, mobile, shipping
11
Docs → DECISION_LOG, TEST_LOG, RELEASE_NOTES updated
12
Commit + push → version bumped, no Co-Author tag
13
Memory + dashboard → NOTES.md, project_*.md, Command Centre deployed
Real Numbers — Benchmark vs 3-Person Startup
Observed range
4x (meta/docs work) to 20x (ARIA bug sprint, Swara full build) compression vs. 3-person team equivalent
Typical feature
~8–12x compression · felt v0.1–0.3 shipped in 4h PO time · 3-person team estimate: 2–3 days (48–72h)
Session efficiency
Best sessions: scoped, single feature, constraint stated upfront · Worst: open-ended + context switches
Target
Consistent ≥10x on every shipped feature by Apr 5, 2026
Baseline
3-Person Startup Baseline
Team
1 PM + 1 senior engineer + 1 designer = 3 people × 8h = 24 person-hours/day
Sprint output
1–2 features/week when aligned. 0.5 features/week when blocked by reviews or context-switching.
Ramp cost
New engineer: 2–4 weeks to productive output. PR review cycles: 1–3 days per feature.
Communication tax
~30% of team time goes to standups, Slack, reviews, alignment — not code.
Sunny + Claude Baseline
Team
1 PO + Claude Code = 1 person × focused sessions
Sprint output
1 full feature per 1–2h session when scoped. Multiple shipped per day possible.
Ramp cost
Session start: ~2 min via lights_out.md trigger. No onboarding. Memory persists.
Communication tax
~5% — edit gate + scope lock. Everything else is execution.
Compression Target
Observed range
4x (meta/docs work) to 20x (ARIA bug sprint, Swara full build)
Typical feature
~8–12x compression vs. 3-person team estimate
Where it breaks
Auth, multi-tenancy, complex migrations — still require deep PO involvement
Target by Apr 5
Consistent ≥10x on every shipped feature. Auth shipped on one product.
Real Numbers — Mar 12–24
Sessions logged
48 sessions across 26 days
Total PO time
~32.8 hours (est)
Tokens tracked
~752k (4 sessions with token data)
Projects touched
8 — BzHub, ARIA Advisor, ARIA Personal, As Gurudev Says, Swara, Helm, Felt, CC + Meta
Features shipped
felt v0.1→0.3, Swara v0.1, Helm scaffold, ARIA advisor profile + portal, CC v3.0.0
Profile
How Claude sees Sunny Hayes — evidence-based, no sugarcoating
Claude's Assessment — In Plain English
Product-minded builder who moves fast and ships real products. Systems thinking is now proven — memory, triggers, wrap protocol, and command centre are live infrastructure that compounds. Strategic clarity strong: knows what to solve and what to park.

Consistent gaps: auth permanently deferred (FEAT-036 is now 3+ cycles untouched — the single biggest unlock unshipped), passive receiving (improving but not closed — still accepts Claude output without challenging tradeoffs), mobile-first not yet reflexive (rule exists, practice lags), prompt batching (serial UI fixes still trigger repeat deploys).

Biggest unlock this cycle: wrap automation is genuinely wired in (wrap_update.py + session_wrap.md + validation gate). That's infrastructure actually running, not just documented. The question heading into the next cycle: does the same systems discipline get applied to auth and production-grade security?
Appraisal cycle: Mar 21 – Apr 5, 2026
Trait Profile
Strength
Bias to Ship
Strength
Strategic Clarity
Strength
Systems Builder
Strength
Feedback Culture
Watch
Context Switcher
Watch
Passive Receiving
Gap
Auth & Security
Gap
Mobile-First Reflex
Gap
Prompt Batching
Observed Strengths
🚀 Ships real products
7+ projects deployed. Live URLs, real stack. Not prototypes — production-grade apps on free tier infra.
🔧 Wrap infrastructure shipped
wrap_update.py + session_wrap.md + validation gate — actually running, not just documented.
⚡ Cross-stack fluency
FastAPI, Next.js, Supabase, Redis, HTML/JS — no single-layer ceiling.
🔄 Feedback culture
Corrects Claude in real time. Memory files accumulate real signal. Post-mortems are genuine.
🔍 Code review discipline
Caught 5 AI-generated bugs in 1 Copilot file before merge. Reviews outputs, not just accepts.
📚 Learning as output
user_learning_log is a first-class deliverable alongside shipping. Every session adds signal.
Honest Gaps
🔐
Auth permanently deferred
FEAT-036 — 3 cycles, 0 progress. No product has real auth. Everything is demo-access.
Fix: Ship auth on one product next cycle. No more deferral.
⚠️
Passive receiving
Accepts Claude output without challenging tradeoffs. Outputs ship without question.
Fix: Challenge one technical decision per session before approving.
📱
Mobile-first reflex
Mobile added post-build, not pre-build. Rule in place, practice lags.
Fix: Design for 375px first — write mobile layout before desktop.
🎯
Prompt batching
UI fixes arrive as serial single messages → repeat deploy cycles.
Fix: Collate all issues into one list before sending. One deploy per batch.
Reference
Quick links · 3-year vision · CLAUDE.md · Project docs
Quick Links
Vercel Dashboard GitHub Supabase Render Anthropic Console Upstash Console Neon Console ARIA Advisor BzHub Felt ARIA Personal
3-Year North Star
Tech-expert Product Owner who ships fast
Understands technology deeply enough to make great product decisions without needing a full team. Vehicles: ARIA Advisor + BzHub. Methodology: Claude Code as primary co-engineer.
Shipped & Understood
FastAPIReact/ViteSupabase PostgreSQLNext.js App RouterVercel CI/CDClaude APIPortable memoryNeon PostgreSQLUpstash RedisHTML5 Canvas
CLAUDE.md — Global Rules Reference
No Co-Author commits
Never add Co-Authored-By lines to any git commit message. Overrides all defaults. Non-negotiable.
Session start
New chat OR 2h+ gap = new session. Capture start time via date. Log internally. Subagents skip.
Edit approval gate
State upfront: what files + what will be done. Wait for explicit approval. Exception: wrap/session tasks.
Planning mode
Enter plan mode for 3+ step tasks or architectural decisions. Stop and re-plan if blocked mid-task.
Subagents
Use liberally for research, exploration, parallel analysis. Keep main context clean. One task per subagent.
Verification
Never mark done without proving it works. "Would a staff engineer approve this?" before presenting.
Project Documentation
ProjectDocumentPath
ARIA AdvisorNOTES.md~/Daytona/aria-advisor/NOTES.md
BzHubNOTES.md~/Daytona/BzHub/chat_persistent_notes/NOTES.md
FeltNOTES.md + Wrap~/Daytona/felt/NOTES.md
HelmNOTES.md~/Daytona/helm/NOTES.md
SwaraNOTES.md~/Daytona/swara-samipyam/NOTES.md
ARIA PersonalNOTES.md~/Daytona/aria-personal/NOTES.md
As Gurudev SaysNOTES.md~/Daytona/as-gurudev-says/NOTES.md
Memory indexMEMORY.md~/.claude/projects/-Users-sunnyhayes/memory/MEMORY.md
Global CLAUDE.mdRules~/.claude/CLAUDE.md
TriggersTRIGGERS.md~/claude-memory/triggers/TRIGGERS.md
Command Centrewrap_update.py~/Daytona/command-centre/wrap_update.py
Command Centresessions.json~/Daytona/command-centre/sessions.json
Memorytoken_audit.py~/claude-memory/token_audit.py
Memorytrim_interaction_log.py~/claude-memory/trim_interaction_log.py