Trade reporting
Produce an audit-ready report with a per-order reasoning trail, decision counts, execution outcomes, and a deterministic narrative. WHEN: "summarize the run", "explain the decisions", "produce the trade report", "audit trail", "what did the agent do and why", "report the executions".From its SKILL.md
npx -y skills add yogeshg665/quill-trading-agent --skill trade-reportingAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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SKILL.md
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Trade Reporting
Overview
The final stage. It assembles a structured, audit-ready report: per-order decisions with their findings, decision counts, execution outcomes, and an explicit reasoning trail. A deterministic narrative is always produced; an optional language model may refine the wording without changing any fact.
When to Use
- After execution, to close out the run.
- Do NOT let the optional model add facts not present in the decisions.
Inputs
| Input | Required | Description |
|---|---|---|
decisions | yes | The TradeDecision list. |
executions | yes | The ExecutionReport list. |
context | yes | The run context for portfolio value and metadata. |
Process
- For each decision, record the symbol, side, quantity, strategy, notional, outcome, risk score, and findings.
- Build a reasoning trail with one explicit line per decision.
- Summarize decision counts by outcome and the number of filled orders.
- Generate a deterministic narrative; optionally refine it with a model.
Outputs
A report dictionary with run_id, counts, per-decision detail, executions, a
reasoning trail, and a narrative. Optionally written to an output directory.
Rationalizations
| Excuse | Rebuttal |
|---|---|
| "Let the model summarize freely." | The narrative may be refined, but every fact must come from the decisions. |
Red Flags
- A report whose counts disagree with the decisions.
- A narrative claiming a fill that did not occur.
Verification
- The report's counts match the decisions and executions.
- The reasoning trail has one line per decision and cites the findings.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.