Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/abilityai/trinity/agent-logsgit clone --depth 1 https://github.com/Abilityai/trinityWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00441 |
| Opus 5 | $0.00000 | $0.00220 |
| Sonnet 5 | $0.00000 | $0.00088 |
| Haiku 4.5 | $0.00000 | $0.00044 |
Grade A, and why
agent-logs scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Agent Logs and Telemetry
View container logs for debugging and real-time telemetry metrics in the agent header.
How It Works
Logs
- Open the agent detail page and click the Logs tab.
- A fixed-height scrollable container displays Docker container stdout/stderr.
- Logs auto-refresh with smart auto-scroll: new content scrolls to the bottom automatically, but scrolling stops if you scroll up manually.
- API:
GET /api/agents/{name}/logs - MCP:
get_agent_logs(name)
Live Telemetry (Agent Header)
The agent header bar on the detail page displays live resource metrics:
- CPU -- usage percentage
- Memory -- usage in MB
- Network I/O -- bytes in and out
- Uptime -- how long the agent container has been running
Metrics auto-refresh every 10 seconds.
API: GET /api/agents/{name}/stats
Host Telemetry (Dashboard Header)
Host-level CPU, memory, and disk usage are shown in the Dashboard header.
API: GET /api/telemetry/host
Centralized Logging via Vector
All container logs are captured by the Vector log aggregator and written to structured JSON files:
- Platform logs:
/data/logs/platform.json - Agent logs:
/data/logs/agents.json
Logs are enriched with container metadata (name, labels). To query agent logs directly:
docker exec trinity-vector sh -c "tail -50 /data/logs/agents.json" | jq .
OpenTelemetry
Claude Code agents export OTel metrics including cost, token usage, and productivity. These metrics are available on the Dashboard.
For Agents
- Anything an agent writes to stdout or stderr inside its container will appear in the Logs tab and be captured by Vector.
- Agents do not need to configure logging -- Vector collects logs automatically from all Trinity containers.
- OTel metrics export is built into the Claude Code agent runtime.
See Also
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 61 lines · 0 tokens per session scan A b9e7c31999ea
agent-logs is an agent published in the GitHub repository Abilityai/trinity (496 stars, last pushed 4d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 441 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
Demonstrate
Agent for demonstrating VS Code features.
playwright-test-generator
Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.
.NET-Notebook-Migration-Agent
Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.
AVM Owner Triage
Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.
Ultimate Transparent Thinking Beast Mode
Agent "Ultimate Transparent Thinking Beast Mode" from github/awesome-copilot, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.
code-reviewer
Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.