Omair's Hermes · Dashboard

Usage

Tokens & Sessions

Total Sessions

207

23.8M tokens processed

Input Tokens

22.0M

cache reads: 362.2M

Output Tokens

1.9M

5,290 tool calls · 5,357 API calls

Cron Jobs

14

14 active · 5,088 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	77 sessions	4.4M
glm-5-turbo	27 sessions	11.1M
gemini-2.5-flash	9 sessions	1.4M
glm-5	5 sessions	362.2K
glm-4.7	1 sessions	74.7K
gemma4:latest	1 sessions	355.4K

Activity

Recent Sessions ▼

Session	Source	When	Duration	Tokens	Tools
⏰ TRG Watch — Regular (9AM + 6PM PKT) · Jul 02 13:03	cron	5h ago	4min	20.5K	10
⏰ Adil Uncle Debit Card (Thu 2pm) · Jul 02 09:01	cron	9h ago	—	11.5K	0
💬 Hermes creds.json Numbers Explained #2	whatsapp	9h ago	—	332.4K	43
💬 Hermes creds.json Numbers Explained	whatsapp	10h ago	11min	281.7K	32
⏰ Content Pipeline Health Check · Jul 02 08:01	cron	10h ago	—	2.9K	1
⏰ Adil Uncle Debit Card (Thu 1pm) · Jul 02 08:01	cron	10h ago	—	10.0K	0
⏰ Adil Uncle Debit Card (Thu 12pm) · Jul 02 07:01	cron	11h ago	—	9.9K	0
⏰ TRG Watch — Regular (9AM + 6PM PKT) · Jul 02 04:04	cron	14h ago	4min	23.3K	8
⏰ Essay Backfill (Slow Retry) · Jul 02 01:02	cron	17h ago	2min	14.7K	12
⏰ Dojo Overnight Improvement (6am PKT) · Jul 02 01:05	cron	17h ago	5min	139.5K	45

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	×81	3h ago
ok TRG Watch — Regular (9AM + 6PM PKT)	📊 Monitors TRG stock announcements twice daily	`0 4,13 * * *`	skill	×38	5h ago
ok TRG Watch — Jul 1 Escalation (hourly 6-11 PM PKT)	📊 Monitors TRG stock announcements twice daily	`0 13-18 1 7 *`	skill	×6	1d ago
ok Fallback Alert Watchdog	🚨 Alerts when model falls back from primary	`every 10m`	script	×2244	4m ago
ok SeggySaid Video Monitor	🎬 Downloads + transcribes new SeggySaid videos	`every 360m`	script	×49	2h ago
ok Yasar Ahmad Video Monitor	🎬 Downloads + transcribes new Yasar Ahmad videos	`every 360m`	script	×48	3h ago
ok Dashboard Refresh (hourly)	🔄 Regenerates this dashboard hourly	`every 60m`	script	×218	1h ago
ok Dojo Overnight Improvement (6am PKT)	🥋 Overnight skill analysis + improvement suggestions	`0 1 * * *`	LLM	×11	17h ago
ok Dashboard Uptime Monitor	—	`every 5m`	script	×2187	5m ago
ok Content Pipeline Health Check	—	`0 8 * * *`	LLM	×7	10h ago
ok Essay Backfill (Slow Retry)	—	`0 1 * * *`	LLM	×7	17h ago
ok Memory Reconciliation	—	`0 5 * * 1`	script	×1	3d ago
ok Session Capture Review	—	`/30 * * *`	script	×190	10m ago
error Memory System Test Gate	—	`0 4 * * 1`	script	×1	3d ago

Self-Improvement

🥋 Dojo Findings 🔵 5 ▼

Last analyzed: 2026-07-02 01:03 PKT

95.3%

Success Rate -0.6%

73

Sessions

1,918

Tool Calls

90

Total Errors

7

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% → 01:08: 95.6% → 01:03: 96.0% → 01:04: 95.6% → 01:04: 95.9% → 01:03: 95.3%

🔵5 Pending

Tool Performance Breakdown

vision_analyze

0.0%2 calls, 2 errors

skill_manage

66.7%6 calls, 2 errors

browser_navigate

85.0%20 calls, 3 errors

browser_vision

90.0%10 calls, 1 errors

terminal

92.4%920 calls, 70 errors

session_search

93.3%15 calls, 1 errors

browser_console

94.1%17 calls, 1 errors

cronjob

94.9%59 calls, 3 errors

process

95.9%49 calls, 2 errors

read_file

98.5%136 calls, 2 errors

▶ WARNING vision_analyze — 100% failure rate (2/2 calls blocked by content filter) general

Z.AI content filter returns HTTP 400 error code 1301 for image analysis requests. Both vision_analyze calls this week were blocked.

Impact: Vision-dependent workflows are non-functional. Agent wastes tool calls on guaranteed failures.

🔵 PENDING

Fix: 1. Add fallback to text-only description when vision fails 2. Document as known limitation in agent behavior 3. Consider adding a pre-check that skips vision_analyze for potentially sensitive content

Evidence

Books for High Testosterone Men List (whatsapp)

Error code: 400 - contentFilter level 2

▶ WARNING skill_manage — 33% failure rate (2/6 calls) missing required frontmatter hermes-agent

Agent created skills without 'name' and 'description' fields in YAML frontmatter, causing immediate validation rejection.

Impact: Skill creation workflow breaks mid-task, requiring user to point out the error.

🔵 PENDING

Fix: 1. Created references/common-agent-pitfalls.md with explicit checklist 2. Added prominent warning in hermes-agent SKILL.md linking to pitfalls doc 3. Agent should validate frontmatter fields before calling skill_manage

Evidence

Yas-book post sorting and generation (discord)

Frontmatter must include 'description' field.

Yas-book post sorting and generation (discord)

Frontmatter must include 'name' field.

▶ INFO cronjob — no_agent=True without script (3 failures, retry loops) hermes-cron-jobs

Agent tried creating no_agent cron jobs without the required 'script' parameter, triggering same-tool-failure loops (3 retries each).

Impact: Wasted tool calls in retry loops, delayed task completion.

🔵 PENDING

Fix: Already documented as pitfall in hermes-cron-jobs SKILL.md (line 283). Added to common-agent-pitfalls.md for broader visibility.

Evidence

Segi Said Video Transcription & Platforms (whatsapp)

create with no_agent=True requires a script — the script is the job.

▶ INFO terminal — 70 errors out of 920 calls (7.6%, mostly benign) general

Breakdown: 22 Python tracebacks, 11 timeouts, 7 command-not-found, 4 AttributeErrors, 2 safety blocks, 2 syntax errors. Many are from monitoring/analysis scripts or one-off Python commands.

Impact: Low relative impact (92.4% success rate on highest-volume tool). Most errors are in non-critical monitoring scripts.

🔵 PENDING

Fix: 1. Add try/except wrappers in one-off Python scripts 2. Essay-gen scripts need timeout/backoff handling for API rate limits 3. Monitor timeout patterns in background scripts

Evidence

cron_8554a8c0e4c5_20260701_130014 (cron)

Command timed out after 300s

20260701_081743_40e43620 (whatsapp)

AttributeError: 'list' object has no attribute 'get'

▶ INFO browser_navigate — 3 HTTP failures out of 20 calls (15%) general

Intermittent ERR_HTTP_RESPONSE_CODE_FAILURE from target websites. Transient network-level issue.

Impact: Minor — agent retries successfully in most cases.

🔵 PENDING

Fix: Use web_extract as fallback when browser_navigate fails. Already natural agent behavior.

Evidence

Various (multiple)

Navigation failed: net::ERR_HTTP_RESPONSE_CODE_FAILURE

Actionable Recommendations

→

Monitor vision_analyze success rate next week — if still 0%, consider skipping vision for content that might trigger filters

→

Track skill_manage error rate — pitfalls doc should reduce frontmatter errors

→

Essay-gen pipeline needs API rate limit handling (HTTP 429) and read timeout retries

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

🔐active

Off-box Backup (DR)

GitHub + Backblaze B2
age-encrypted daily backup of the brain (.env/config/scripts), mem0, and state.db to two off-box vendors. 3-2-1 disaster recovery.

🔀active

Groq Dual-Path Routing

Local proxy (:8788) tries api.groq.com direct, auto-fails-over through Cloudflare WARP on a 1010 ASN-ban. Powers off-CPU voice STT + the Groq LLM fallback — neither path is a single point of failure.

Content

Library Status

Scontent

SeggySaid

155 videos · 155 essays · 65.1K words
100.0% essay coverage
📕 Book · 📖 Transcripts

Ycontent

Yasar Ahmad

773 videos · 772 essays · 354.2K words
99.9% 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. 21d ago

api-integration (1)

software-development > 7d ago

architecture-diagram (1)

creative Dark-themed SVG architecture/cloud/infra diagrams as HTML. 7d ago

arxiv (1)

research Search arXiv papers by keyword, author, category, or ID. 21d ago

ascii-art (1)

creative ASCII art and video: text banners (pyfiglet), message art (cowsay), decorative borders (boxes), imag 6d ago

baoyu-infographic (1)

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

blogwatcher (1)

research Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool. 21d ago

claude-design (1)

creative Design one-off HTML artifacts (landing, deck, prototype). 13d ago

coding-agent-delegation (1)

autonomous-ai-agents Delegate coding tasks to external CLI agents (Claude Code, Codex, OpenCode). Covers one-shot print m 6d ago

comfyui (1)

creative Generate images, video, and audio with ComfyUI — install, launch, manage nodes/models, run workflows 21d ago

content-pipeline-health (1)

devops Build, maintain, and health-check content pipelines (SeggySaid, Yasar Ahmad books) — essay generatio 2h ago

custom-mcp-servers (1)

autonomous-ai-agents Build in-house MCP servers using FastMCP + stdlib to replace broken, premium-locked, or missing thir 8d ago

database-operations (1)

software-development > 8d ago

deployment (1)

devops > 6d ago

design-md (1)

creative Author/validate/export Google's DESIGN.md token spec files. 21d ago

excalidraw (1)

creative Hand-drawn Excalidraw JSON diagrams (arch, flow, seq). 21d ago

gif-search (1)

media Search/download GIFs from Tenor via curl + jq. 21d ago

git-operations (1)

software-development > 8d ago

github-operations (1)

github Complete GitHub workflow: auth, repo management, PR lifecycle, issues, code review, and codebase ins 6d ago

google-workspace (1)

productivity Google Workspace operations via MCP and API: Calendar events, Drive file management, Docs/Sheets/Sli 6d ago

hermes-agent (1)

autonomous-ai-agents Configure, extend, or contribute to Hermes Agent. 17h ago

hermes-cron-jobs (1)

productivity Create, configure, and debug Hermes cron jobs — toolset/MCP integration, scheduling, delivery, and c 2h ago

hermes-model-config (1)

autonomous-ai-agents Switch, upgrade, and validate Hermes LLM models and providers. Manage fallback chains, add new provi 8d ago

hermes-operations-dashboard (1)

autonomous-ai-agents > 7d ago

himalaya (1)

email Himalaya CLI: IMAP/SMTP email from terminal. 21d ago

huggingface-hub (1)

mlops HuggingFace hf CLI: search/download/upload models, datasets. 21d ago

humanizer (1)

creative Humanize text: strip AI-isms and add real voice. 21d ago

jupyter-live-kernel (1)

data-science Iterative Python via live Jupyter kernel (hamelnb). 21d ago

kanban-orchestrator (1)

devops Decomposition playbook + anti-temptation rules for an orchestrator profile routing work through Kanb 21d ago

kanban-worker (1)

devops Pitfalls, examples, and edge cases for Hermes Kanban workers. The lifecycle itself is auto-injected 21d ago

llm-wiki (1)

research Karpathy's LLM Wiki: build/query interlinked markdown KB. 21d ago

manim-video (1)

creative Manim CE animations: 3Blue1Brown math/algo videos. 21d ago

maps (1)

productivity Geocode, POIs, routes, timezones via OpenStreetMap/OSRM. 21d ago

market-data (1)

productivity Look up stock prices, PSX/KSE market data, financial news, and company fundamentals for Pakistani an 8d ago

memory-management (1)

productivity > 3d ago

notion (1)

productivity Notion API + ntn CLI: pages, databases, markdown, Workers. 21d ago

obsidian (1)

note-taking Read, search, create, and edit notes in the Obsidian vault. 7d ago

ocr-and-documents (1)

productivity Extract text from PDFs/scans (pymupdf, marker-pdf). 13d ago

openhue (1)

smart-home Control Philips Hue lights, scenes, rooms via OpenHue CLI. 21d ago

p5js (1)

creative p5.js sketches: gen art, shaders, interactive, 3D. 21d ago

plan (1)

software-development Plan mode: write an actionable markdown plan to .hermes/plans/, no execution. Bite-sized tasks, exac 21d ago

polymarket (1)

research Query Polymarket: markets, prices, orderbooks, history. 21d ago

popular-web-designs (1)

creative 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS. 21d ago

powerpoint (1)

productivity Create, read, edit .pptx decks, slides, notes, templates. 21d ago

pretext (1)

creative Use when building creative browser demos with @chenglou/pretext — DOM-free text layout for ASCII art 21d ago

requesting-code-review (1)

software-development Pre-commit review: security scan, quality gates, auto-fix. 13d ago

research-paper-writing (1)

research Write ML papers for NeurIPS/ICML/ICLR: design→submit. 21d ago

security-hardening (1)

software-development Security best practices and threat model for Omair's Hermes Agent setup on Oracle Cloud VPS with aut 8d ago

songsee (1)

media Audio spectrograms/features (mel, chroma, MFCC) via CLI. 21d ago

songwriting-and-ai-music (1)

creative Songwriting craft and Suno AI music prompts. 13d ago

spike (1)

software-development Throwaway experiments to validate an idea before build. 21d ago

systematic-debugging (1)

software-development 4-phase root cause debugging: understand bugs before fixing. 6d ago

systemd-ops (1)

devops Manage Hermes systemd services, gateway restarts, systemd units, and VPS operations on Oracle Cloud 17h ago

teams-meeting-pipeline (1)

productivity Operate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline sta 21d ago

test-driven-development (1)

software-development TDD: enforce RED-GREEN-REFACTOR, tests before code. 6d ago

touchdesigner-mcp (1)

creative Control a running TouchDesigner instance via twozero MCP — create operators, set parameters, wire co 21d ago

trg-watch (1)

research > 2d ago

video-transcription (1)

media Download and transcribe videos from any platform (YouTube, Facebook, TikTok, Instagram, etc.) using 3d ago

web-retrieval (1)

research > 1d ago

whatsapp-messaging (1)

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

xurl (1)

social-media X/Twitter via xurl CLI: post, search, DM, media, v2 API. 21d 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) 4,251/5,000 chars

85.0% used · injected into system prompt each turn

Local USER.md (prompt injection) 2,204/2,500 chars

88.2% 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 🔵 5 ▼

Integrations

Langfuse Observability

Mem0 Memory Provider

Cloudflare Pages

Tavily Search

Security Hardening

Kanban Task Board

MCP Consolidated

Composio Connect

Off-box Backup (DR)

Groq Dual-Path Routing

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)