> ## Documentation Index
> Fetch the complete documentation index at: https://docs.thinkplatform.ai/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> Choose User guide for browser tasks, Developers for CLI, SDK and external agents, and Administration for organization management.
> Confirm identity and organization/project context before operations. Documentation access does not grant ThinkPlatform permissions.
> Review side effects, verify changes with a read, and do not blindly retry an operation with an uncertain outcome.
> Use documented UI steps for the web app and documented public CLI or SDK interfaces for automation. Follow each page’s prerequisites and authentication requirements.

# Agent cost report template

> Summarize agent usage, cost drivers, and recommendations in a structured report.

## Scope

* Profile:
* Organization / project:
* Analysis period:
* Comparison period:
* Providers / currency:
* Snapshot:
* Report generated:

## Executive summary

| Rank | Critical factor | Estimated affected share | Confidence | Why it matters |
| -: | - | -: | - | - |
| 1 | | | | |

## Cost reconciliation

| Measure | Amount | Share | Notes |
| - | -: | -: | - |
| Provider actual | | 100% | |
| Allocated to target project | | | |
| Runtime measured | | | |
| Unallocated | | | |

Provider status, timestamps, currency, and coverage limitations:

### Data quality

| Check | Result | Analytical impact |
| - | - | - |
| Model cost/request coverage | | |
| Agent/task coverage | | |
| Provider freshness | | |
| Inventory/log truncation | | |
| Raw API fallback | | |

## Trend and change points

| Date/window | Cost | Requests/tasks | Tokens | Relevant configuration/event |
| - | -: | -: | -: | - |
| | | | | |

## Ranked drivers

### Models

| Model | Cost/share | Requests/share | Input/cached/output/reasoning | Interpretation |
| - | -: | -: | - | - |
| | | | | |

### Agents and tasks

| Agent/task | Cost/share | Runs/requests | Evidence | Interpretation |
| - | -: | -: | - | - |
| | | | | |

### Schedules and triggers

| Schedule/trigger | Intended volume | Observed volume | Retry/duplicate overhead | Cost implication |
| - | -: | -: | -: | - |
| | | | | |

### Prompt, context, skills, and data tools

| Evidence | Observed behavior | Cost mechanism | Confidence |
| - | - | - | - |
| | | | |

## Hypothesis assessment

| Hypothesis | Result | Quantified evidence | Alternative explanation |
| - | - | - | - |
| Expensive model mix | | | |
| Required schedule volume | | | |
| Prompt or skill bloat | | | |
| Repeated context/file conversion | | | |
| Retry, fan-out, or Agent loop | | | |
| Attribution/measurement issue | | | |

## Recommendations

No configuration was changed during this analysis.

| Priority | Recommendation | Mechanism | Expected impact | Quality guardrail / validation |
| -: | - | - | - | - |
| 1 | | | | |

## Limitations

*

## Reproduction

```bash theme={"system"}
# Exact read-only tp commands used
```

## Pricing sources

* Provider/model/tier:
* Official URL:
* Accessed:


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