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 commands/abilityai/trinity/costsgit 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 | $0.01072 |
| Opus 5 | $0.00000 | $0.00536 |
| Sonnet 5 | $0.00000 | $0.00214 |
| Haiku 4.5 | $0.00000 | $0.00107 |
Grade A, and why
costs scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s http://backend:8000/api/ops/costs \ How it starts
The opening of the file, as written. The whole thing — 158 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Cost Report
Generate a cost report using OpenTelemetry metrics from the platform operations API.
Instructions
-
Fetch cost data from the ops API:
- Use Bash to call the costs endpoint:
curl -s http://backend:8000/api/ops/costs \ -H "Authorization: Bearer $TRINITY_MCP_API_KEY" \ -H "Content-Type: application/json" -
Check the response:
- If
enabled: false- OTel is not configured, show setup instructions - If
available: false- OTel is enabled but collector is unreachable - If
available: true- Parse and display the metrics
- If
-
Generate the report based on the response:
When OTel is Available
## Platform Cost Report
Generated: {timestamp}
### Summary
- Total Cost: ${summary.total_cost} USD
- Total Tokens: {summary.total_tokens:,}
- Daily Limit: ${summary.daily_limit} ({summary.cost_percent_of_limit}% used)
### Alerts
{For each alert in response.alerts}
- [{severity}] {message}
Recommendation: {recommendation}
{End for}
### Cost by Model
| Model | Cost | Input Tokens | Output Tokens | Cache Read |
|-------|------|--------------|---------------|------------|
{For each model in cost_by_model}
| {model.model} | ${model.cost} | {model.input_tokens:,} | {model.output_tokens:,} | {model.cache_read_tokens:,} |
{End for}
### Token Breakdown
- Input: {tokens_by_type.input:,}
- Output: {tokens_by_type.output:,}
- Cache Read: {tokens_by_type.cacheRead:,}
- Cache Creation: {tokens_by_type.cacheCreation:,}
### Productivity Metrics
- Sessions: {productivity.sessions}
- Active Time: {productivity.active_time_formatted}
- Commits: {productivity.commits}
- PRs Created: {productivity.pull_requests}
- Lines Added: {productivity.lines_added:,}
- Lines Removed: {productivity.lines_removed:,}
### Notes
{Include any critical/warning alerts or observations}
When OTel is Not Enabled
## Cost Report Unavailable
OpenTelemetry metrics are not enabled on this platform.
{Include the setup_instructions from the response}
See docs/DEPLOYMENT.md for detailed setup instructions.
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 · 158 lines · 0 tokens per session scan A 37f72b58f1cd
costs is a command 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 1,072 tokens. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.