Omair's Hermes · Dashboard

Usage

Tokens & Sessions

Total Sessions

157

19.3M tokens processed

Input Tokens

17.9M

cache reads: 307.0M

Output Tokens

1.4M

4,312 tool calls · 4,332 API calls

Cron Jobs

11

11 active · 2,672 runs total

Token Usage — Last 30 Days

Sessions by Platform

Models

Brain Configuration

Model	Sessions	Tokens
glm-5.1	87 sessions	6.2M
glm-5.2	36 sessions	1.7M
glm-5-turbo	22 sessions	9.5M
glm-5	5 sessions	362.2K
gemini-2.5-flash	5 sessions	1.1M
glm-4.7	1 sessions	74.7K
gemma4:latest	1 sessions	355.4K

Activity

Recent Sessions ▼

Session	Source	When	Duration	Tokens	Tools
⏰ Content Pipeline Health Check · Jun 27 08:00	cron	47m ago	—	2.7K	1
💬 Homelab Benefits: Local LLM Inference	whatsapp	2h ago	—	21.5K	0
⏰ TRG Watch — Regular (9AM + 6PM PKT) · Jun 27 04:04	cron	4h ago	4min	26.6K	8
⏰ Essay Backfill (Slow Retry) · Jun 27 02:18	cron	7h ago	78min	38.6K	34
⏰ Dojo Overnight Improvement (6am PKT) · Jun 27 01:08	cron	7h ago	8min	60.0K	47
⏰ Iftari — 10th Muharram (Ashura) · Jun 26 14:26	cron	18h ago	1min	17.3K	3
⏰ TRG Watch — Regular (9AM + 6PM PKT) · Jun 26 13:11	cron	19h ago	11min	53.1K	22
⏰ Content Pipeline Health Check · Jun 26 08:01	cron	1d ago	1min	4.2K	4
💬 Surge CDN Welcome Email Explained	whatsapp	1d ago	1385min	24.9K	3
⏰ Amazon Return Reminder — Fintie Case to Nony · Jun 26 05:01	cron	1d ago	—	30.4K	3

Automation

Cron Job Health

Job	Description	Schedule	Type	Runs	Last Run
ok WhatsApp ensureJid Patch Watchdog	🔧 Fixes WhatsApp JID mapping bug automatically	`every 360m`	script	×60	18m ago
ok TRG Watch — Regular (9AM + 6PM PKT)	📊 Monitors TRG stock announcements twice daily	`0 4,13 * * *`	skill	×27	4h ago
new TRG Watch — Jul 1 Escalation (hourly 6-11 PM PKT)	📊 Monitors TRG stock announcements twice daily	`0 13-18 1 7 *`	skill	×0	—
ok Fallback Alert Watchdog	🚨 Alerts when model falls back from primary	`every 10m`	script	×1537	just now
ok SeggySaid Video Monitor	🎬 Downloads + transcribes new SeggySaid videos	`every 360m`	script	×27	5h ago
ok Yasar Ahmad Video Monitor	🎬 Downloads + transcribes new Yasar Ahmad videos	`every 360m`	script	×27	49m ago
ok Dashboard Refresh (hourly)	🔄 Regenerates this dashboard hourly	`every 60m`	script	×91	1h ago
ok Dojo Overnight Improvement (6am PKT)	🥋 Overnight skill analysis + improvement suggestions	`0 1 * * *`	LLM	×6	7h ago
ok Dashboard Uptime Monitor	—	`every 5m`	script	×893	2m ago
ok Content Pipeline Health Check	—	`0 8 * * *`	LLM	×2	46m ago
ok Essay Backfill (Slow Retry)	—	`0 1 * * *`	LLM	×2	6h ago

Self-Improvement

🥋 Dojo Findings 🔵 6 ▼

Last analyzed: 2026-06-27 01:07 PKT

95.4%

Success Rate ±0.0% (stable)

70

Sessions

2,938

Tool Calls

132

Total Errors

15

User Corrections

Trend: 11:39: 72.2% → 15:22: 79.5% → 01:03: 79.6% → 01:03: 80.1% → 11:19: 93.5% → 01:03: 95.4% → 01:07: 95.4%

🔵6 Pending

Tool Performance Breakdown

skill_manage

60.0%5 calls, 2 errors

memory

62.5%8 calls, 3 errors

web_search

71.2%156 calls, 45 errors

patch

86.0%293 calls, 41 errors

write_file

91.8%73 calls, 6 errors

terminal

93.2%1192 calls, 81 errors

cronjob

95.8%71 calls, 3 errors

read_file

96.0%299 calls, 12 errors

execute_code

96.4%253 calls, 9 errors

▶ WARNING TRG Watch skill missing — 14 cron sessions run without it (209 wasted tool calls) trg-watch

trg-watch skill was never created or was removed during skill curation. The cron job references it but every session starts with "skill(s) not found". The agent compensates by manually querying PacerMonitor, but burns ~15 tool calls per session vs ~5 with a skill providing direct instructions.

Impact: 14 sessions × ~15 extra tool calls each = 209 wasted calls over 7 days. Estimated ~3,000 extra tokens per session = ~42,000 wasted tokens total.

🔵 PENDING

Fix: Created trg-watch skill at skills/research/trg-watch/ with full PacerMonitor workflow, docket IDs, state file format, and known pitfalls.

Evidence

TRG Watch — Regular (9AM + 6PM PKT) · Jun 26 13:11 (cron)

Skill(s) not found and skipped: trg-watch

TRG Watch — Regular (9AM + 6PM PKT) · Jun 26 04:07 (cron)

Skill(s) not found and skipped: trg-watch

▶ WARNING memory tool — 62.5% success (3/8 failures) memory

Down from 46.7% to 62.5% — slight improvement. Threat pattern hermes_env still blocks legitimate writes. Memory at capacity (2,200 char limit) remains an issue.

Impact: Agent loses context about important facts across sessions

🔵 PENDING

Fix: Platform-level fix needed: review hermes_env threat pattern. Cannot fix from skill/agent level.

▶ INFO Content pipeline health check: SeggySaid essay coverage at 69% (105/153)

pipeline_health_check.py exits code 1 due to 9 missing SeggySaid essays. The Essay Backfill cron job was just created yesterday (Jun 26) — coverage should improve over coming days.

Impact: Low — auto-healing via the new backfill cron. Health check correctly alerts.

🔵 PENDING

Fix: Monitor essay coverage over next 3 days. Backfill should close the gap.

Evidence

Content Pipeline Health Check · Jun 26 08:01 (cron)

9 recent entries missing essays

▶ INFO Conflicting Morning Updates — 8 sessions (Jun 24-25)

Omair reported receiving duplicate/conflicting morning updates. 8 sessions were spawned to debug this, consuming ~1,700 messages and ~700 tool calls. Root cause: two cron jobs (morning brief + fallback watchdog) sending overlapping messages.

Impact: Significant context waste — 8 debug sessions instead of 0 if routing was clean

🔵 PENDING

Fix: Already resolved in previous dojo runs — messages now route correctly to Discord #alerts instead of WhatsApp duplicates.

Evidence

Explaining Conflicting Morning Updates #8 (whatsapp)

Two morning updates at 11 AM PKT with contradictory access info

▶ LOW Zero user corrections in last 24h — all sessions clean

No errors, no corrections, no tool failures in the most recent 24-hour window. All 9 sessions (7 cron + 1 WhatsApp + 1 ongoing) completed successfully.

Impact: Positive signal — agent stability is good

🔵 PENDING

Fix: None needed — continue monitoring

▶ LOW Success rate plateaued at 95.4% — classifier improvement ceiling reached hermes-dojo

Two consecutive runs at 95.4%. The remaining errors are real tool failures (memory, skill_manage frontmatter) that require platform-level fixes, not classifier tuning.

Impact: The 72% → 95.4% improvement journey is effectively complete. Remaining 4.6% is hard to move without Hermes platform changes.

🔵 PENDING

Fix: Accept 95.4% as current ceiling. Focus on quality (TRG Watch skill, essay coverage) rather than chasing marginal rate improvements.

Actionable Recommendations

→

Monitor TRG Watch with the new skill — verify next run uses fewer tool calls

→

Review hermes_env threat pattern at Hermes platform level (blocks memory writes)

→

Monitor SeggySaid essay coverage — should improve with new backfill cron

→

Accept 95.4% as classifier ceiling — focus on skill quality and new capabilities

External Services

Integrations

🔍active

Langfuse Observability

cloud.langfuse.com
Live tracing of every LLM call, tool invocation, latency, and token cost. Waterfall views per session.

🧠active

Mem0 Memory Provider

app.mem0.ai
Semantic memory — no char limits, automatic fact extraction, cross-session recall.

☁️active

Cloudflare Pages

omair.pages.dev
CDN hosting for dashboard, library, books, and transcripts. 0.07s TTFB via Dubai edge.

🔎active

Tavily Search

tavily.com
Real-time web search with answer synthesis. Returns structured results with snippets. Free tier, 1K searches/month.

🛡️active

Security Hardening

Bundled security-guidance plugin + custom security skill. File-write warnings, prompt injection defense, credential hygiene.

📋active

Kanban Task Board

SQLite-backed multi-agent task board with auto-decomposition. Access via:
  1. Through me: say "create a task" or "what's on the board?"
  2. Web UI: ssh -L 9119:localhost:9119 ubuntu@VPS then open localhost:9119
  Auth: omair / khaadim2026

🧩active

MCP Consolidated

13 servers → 5 (2 merged + 3 standalone). Google Suite (30 tools) + Local Services (11 tools). Saves ~500MB RAM.

🔗active

Composio Connect

dashboard.composio.dev
1,623 tools across 11 apps. Free tier: 20K calls/month.

Available apps: Gmail, GitHub, Notion, Slack, Linear, Jira, HubSpot, Twitter, Airtable, Firecrawl, Perplexity

To connect a new app:
  1. Go to dashboard.composio.dev → Connected Accounts
  2. Click the app you want → OAuth login → authorize
  3. Done! Say "send a Slack message" or "search my Notion" in WhatsApp

To add MORE apps (Slack, Notion, etc. not listed?):
  Say "add [app name] to Composio" in chat — I'll create a new MCP server config with that toolkit

Usage: 0 / 20,000 calls this month | Server ID: 244e9609

Content

Library Status

Scontent

SeggySaid

153 videos · 153 essays · 64.4K words
100.0% essay coverage
📕 Book · 📖 Transcripts

Ycontent

Yasar Ahmad

762 videos · 759 essays · 349.5K words
99.6% essay coverage
📕 Book · 📖 Transcripts

📚library

Master Landing

omair.pages.dev/library
Complete cross-linked library with book + transcript pages

Procedures

Skill Inventory — 61 Skills ▼

airtable (1)

productivity Airtable REST API via curl. Records CRUD, filters, upserts. 15d ago

api-integration (1)

software-development > 2d ago

architecture-diagram (1)

creative Dark-themed SVG architecture/cloud/infra diagrams as HTML. 2d ago

arxiv (1)

research Search arXiv papers by keyword, author, category, or ID. 15d ago

ascii-art (1)

creative ASCII art and video: text banners (pyfiglet), message art (cowsay), decorative borders (boxes), imag 1d ago

baoyu-infographic (1)

creative Infographics: 21 layouts x 21 styles (信息图, 可视化). 15d ago

blogwatcher (1)

research Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool. 15d ago

claude-design (1)

creative Design one-off HTML artifacts (landing, deck, prototype). 8d ago

coding-agent-delegation (1)

autonomous-ai-agents Delegate coding tasks to external CLI agents (Claude Code, Codex, OpenCode). Covers one-shot print m 1d ago

comfyui (1)

creative Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows 15d ago

content-pipeline-health (1)

devops Build, maintain, and health-check content pipelines (SeggySaid, Yasar Ahmad books) — essay generatio 1d ago

custom-mcp-servers (1)

autonomous-ai-agents Build in-house MCP servers using FastMCP + stdlib to replace broken, premium-locked, or missing thir 3d ago

database-operations (1)

software-development > 3d ago

deployment (1)

devops > 1d ago

design-md (1)

creative Author/validate/export Google's DESIGN.md token spec files. 15d ago

excalidraw (1)

creative Hand-drawn Excalidraw JSON diagrams (arch, flow, seq). 15d ago

gif-search (1)

media Search/download GIFs from Tenor via curl + jq. 15d ago

git-operations (1)

software-development > 3d ago

github-operations (1)

github Complete GitHub workflow: auth, repo management, PR lifecycle, issues, code review, and codebase ins 1d ago

google-workspace (1)

productivity Google Workspace operations via MCP and API: Calendar events, Drive file management, Docs/Sheets/Sli 1d ago

hermes-agent (1)

autonomous-ai-agents Configure, extend, or contribute to Hermes Agent. 1d ago

hermes-cron-jobs (1)

productivity Create, configure, and debug Hermes cron jobs — toolset/MCP integration, scheduling, delivery, and c 1d ago

hermes-model-config (1)

autonomous-ai-agents Switch, upgrade, and validate Hermes LLM models and providers. Manage fallback chains, add new provi 3d ago

hermes-operations-dashboard (1)

autonomous-ai-agents > 2d ago

himalaya (1)

email Himalaya CLI: IMAP/SMTP email from terminal. 15d ago

huggingface-hub (1)

mlops HuggingFace hf CLI: search/download/upload models, datasets. 15d ago

humanizer (1)

creative Humanize text: strip AI-isms and add real voice. 15d ago

jupyter-live-kernel (1)

data-science Iterative Python via live Jupyter kernel (hamelnb). 15d ago

kanban-orchestrator (1)

devops Decomposition playbook + anti-temptation rules for an orchestrator profile routing work through Kanb 15d ago

kanban-worker (1)

devops Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected 15d ago

llm-wiki (1)

research Karpathy's LLM Wiki: build/query interlinked markdown KB. 15d ago

manim-video (1)

creative Manim CE animations: 3Blue1Brown math/algo videos. 15d ago

maps (1)

productivity Geocode, POIs, routes, timezones via OpenStreetMap/OSRM. 15d ago

market-data (1)

productivity Look up stock prices, PSX/KSE market data, financial news, and company fundamentals for Pakistani an 3d ago

memory-management (1)

productivity > 2d ago

notion (1)

productivity Notion API + ntn CLI: pages, databases, markdown, Workers. 15d ago

obsidian (1)

note-taking Read, search, create, and edit notes in the Obsidian vault. 2d ago

ocr-and-documents (1)

productivity Extract text from PDFs/scans (pymupdf, marker-pdf). 8d ago

openhue (1)

smart-home Control Philips Hue lights, scenes, rooms via OpenHue CLI. 15d ago

p5js (1)

creative p5.js sketches: gen art, shaders, interactive, 3D. 15d ago

plan (1)

software-development Plan mode: write an actionable markdown plan to .hermes/plans/, no execution. Bite-sized tasks, exac 15d ago

polymarket (1)

research Query Polymarket: markets, prices, orderbooks, history. 15d ago

popular-web-designs (1)

creative 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS. 15d ago

powerpoint (1)

productivity Create, read, edit .pptx decks, slides, notes, templates. 15d ago

pretext (1)

creative Use when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art 15d ago

requesting-code-review (1)

software-development Pre-commit review: security scan, quality gates, auto-fix. 8d ago

research-paper-writing (1)

research Write ML papers for NeurIPS/ICML/ICLR: design→submit. 15d ago

security-hardening (1)

software-development Security best practices and threat model for Omair's Hermes Agent setup on Oracle Cloud VPS with aut 3d ago

songsee (1)

media Audio spectrograms/features (mel, chroma, MFCC) via CLI. 15d ago

songwriting-and-ai-music (1)

creative Songwriting craft and Suno AI music prompts. 8d ago

spike (1)

software-development Throwaway experiments to validate an idea before build. 15d ago

systematic-debugging (1)

software-development 4-phase root cause debugging: understand bugs before fixing. 1d ago

systemd-ops (1)

devops Manage Hermes systemd services, gateway restarts, systemd units, and VPS operations on Oracle Cloud 2d ago

teams-meeting-pipeline (1)

productivity Operate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline sta 15d ago

test-driven-development (1)

software-development TDD: enforce RED-GREEN-REFACTOR, tests before code. 1d ago

touchdesigner-mcp (1)

creative Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire co 15d ago

trg-watch (1)

research > 7h ago

video-transcription (1)

media Download and transcribe videos from any platform (YouTube, Facebook, TikTok, Instagram, etc.) using 1d ago

web-retrieval (1)

research > 3d ago

whatsapp-messaging (1)

productivity Send WhatsApp messages to contacts and groups — direct bridge access, contact resolution, and outbou 2d ago

xurl (1)

social-media X/Twitter via xurl CLI: post, search, DM, media, v2 API. 15d ago

Memory

Persistent Stores

🧠 Mem0 Cloud unlimited · semantic

Mem0 Cloud (app.mem0.ai) — Semantic search, auto fact extraction, cross-session recall. No char limit.

Local MEMORY.md (prompt injection) 4,717/5,000 chars

94.3% used · injected into system prompt each turn

Local USER.md (prompt injection) 2,489/2,500 chars

99.6% used · injected into system prompt each turn

Connections

Platform Status

1connected

Whatsapp

Active and receiving messages

2connected

Discord

Active and receiving messages

Topology

System Architecture

Messages flow from WhatsApp/Discord/Email through the gateway to GLM-5.2, which reaches consolidated MCP servers, Composio, and cloud services — all self-hosted on Oracle VPS.

📱

💬

Discord

📧

Email

▼

Hermes Gateway

systemd · allowlisted · 3 platforms

▼

🧠 GLM-5.2

Persona · Tool-use · Reasoning · Vision (GLM-4.5v)

Fallback: 5.1→5-turbo→4.7→4.5-air→gemini→groq

▼ ▼ ▼

📦 Consolidated MCP (5 servers)

google_suite.py · 30 tools

local_services.py · 11 tools

clickup · docintel · context7

13→5 consolidation · -500MB RAM

🔗 Composio Connect

1,623 tools · 11 apps

Gmail · GitHub · Notion

Slack · Linear · Jira

HubSpot · Twitter · Airtable · Firecrawl · Perplexity

OAuth-based · no browser needed

☁️ Cloud Services

🧠 Mem0 · semantic memory

📊 Langfuse · observability

🔎 Tavily · AI search

☁️ Cloudflare Pages · hosting

All on free tiers

▼

Google APIs

Calendar · Drive · Docs · Sheets · Slides · Tasks · Contacts

1 OAuth client · 1 token · 0600 file

Oracle VPS

systemd services · ~/hermes · ARM64

● Teal = in-house · self-hosted ● Gold = third-party managed ● Red = brain & senses

Trust & Data

Security Posture

🏠 Data on your turf

Everything runs on your Oracle VPS. No third-party server sits between the agent and Google APIs. All adapter code is auditable in ~/.hermes/custom-mcp/

🔐 Minimal OAuth scopes

One Google OAuth client with only the scopes each feature needs — Calendar, Drive, Docs, Sheets, Slides, Tasks, Contacts. Nothing broader. No admin/Workspace powers.

🔑 One token, well guarded

A single refresh token in a 0600 file behind a shared auth helper. No secrets in config.yaml. API keys isolated in .env.

🔒 Allowlisted access

WhatsApp, Discord, and Email are allowlisted to your number and addresses only. No one else can talk to it. Password gate on dashboard (khaadim2026).

🛡️ Security hardening active

security-guidance plugin warns on dangerous file writes. Custom threat-model skill covers prompt injection, data exfiltration, and credential hygiene. ClickUp: no destructive actions.

⚠️ Known gaps

No host firewall (ufw) yet. No fail2ban. Leaked Vercel/Discord tokens need rotation. No offsite backups. Home dir has 1.4GB phone backup clutter.

What's Next

Roadmap & Limitations

✅ Recently Shipped (June 2026)

GLM-5.2 upgrade
From 5.1, with reasoning model

MCP consolidation
13→5 servers, -500MB RAM

Composio Connect
1,623 tools, 11 apps

Mem0 + Tavily
Semantic memory + AI search

Surge→CF migration
All 6 pages on Cloudflare

Dashboard v2
Charts, Dojo findings, architecture

💡 Ideas to Explore

Host firewall (ufw)
Block rpcbind/Syncthing exposure

Token rotation
Regen Vercel/Discord/Composio keys

Gmail API
Labels, threads, search, triage

Offsite backups
Encrypted, automated, remote

Dojo improvements
Fix cronjob + retry loop findings

Home dir cleanup
1.4GB phone backups to archive

▲ Current Limitations

Unverified OAuth app — Google shows a one-time consent warning and a 100-user cap (you're the only user)

Google Keep unavailable — API is Workspace-only, won't work with a personal account

Maps-lite is driving-only — OpenStreetMap routing covers car routes; walking/transit not wired

External tools (web_extract, browser_navigate) depend on target site availability — mitigated by Tavily + Composio

Composio apps need per-app OAuth — tools exist in schema but return "not authenticated" until connected

Hermes Dashboard

Tokens & Sessions

Brain Configuration

Recent Sessions ▼

Cron Job Health

🥋 Dojo Findings 🔵 6 ▼

Integrations

Langfuse Observability

Mem0 Memory Provider

Cloudflare Pages

Tavily Search

Security Hardening

Kanban Task Board

MCP Consolidated

Composio Connect

Library Status

SeggySaid

Yasar Ahmad

Master Landing

Skill Inventory — 61 Skills ▼

airtable (1)

api-integration (1)

architecture-diagram (1)

arxiv (1)

ascii-art (1)

baoyu-infographic (1)

blogwatcher (1)

claude-design (1)

coding-agent-delegation (1)

comfyui (1)

content-pipeline-health (1)

custom-mcp-servers (1)

database-operations (1)

deployment (1)

design-md (1)

excalidraw (1)

gif-search (1)

git-operations (1)

github-operations (1)

google-workspace (1)

hermes-agent (1)

hermes-cron-jobs (1)

hermes-model-config (1)

hermes-operations-dashboard (1)

himalaya (1)

huggingface-hub (1)

humanizer (1)

jupyter-live-kernel (1)

kanban-orchestrator (1)

kanban-worker (1)

llm-wiki (1)

manim-video (1)

maps (1)

market-data (1)

memory-management (1)

notion (1)

obsidian (1)

ocr-and-documents (1)

openhue (1)

p5js (1)

plan (1)

polymarket (1)

popular-web-designs (1)

powerpoint (1)

pretext (1)

requesting-code-review (1)

research-paper-writing (1)

security-hardening (1)

songsee (1)

songwriting-and-ai-music (1)

spike (1)

systematic-debugging (1)

systemd-ops (1)

teams-meeting-pipeline (1)

test-driven-development (1)

touchdesigner-mcp (1)

trg-watch (1)

video-transcription (1)

web-retrieval (1)

whatsapp-messaging (1)