Minimal codex-native research loop. Use for docs/papers/state-of-the-art scan with source-backed recommendations.
Scanned 5/27/2026
Install via CLI
openskills install Borda/AI-Rig---
name: research
description: Minimal codex-native research loop. Use for docs/papers/state-of-the-art scan with source-backed recommendations.
---
# Research
Run a linear research loop with source validation.
## Workflow
1. Define research question and constraints.
2. Gather primary sources.
3. Summarize findings with citations, confidence, and explicit caveats where sources are incomplete or stale.
4. Translate findings into actionable next steps.
5. Decide gate result (`pass` or `fail`).
6. Write artifact to `.reports/codex/research/<timestamp>/result.json`.
## Output Contract
Use shared gate schema from `../_shared/quality-gates.md`.
Minimum artifact payload:
```json
{
"status": "pass|fail",
"checks_run": [
"review"
],
"checks_failed": [],
"findings": {
"critical": 0,
"high": 0,
"medium": 0,
"low": 0
},
"confidence": 0.0,
"artifact_path": ".reports/codex/research/<timestamp>/result.json"
}
```
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