---
skill_id: literature-review-automator
evaluation: free
price_usd_full: 8.99
challenge: https://lvlltd.com/api/pay?skill=literature-review-automator
outline: https://lvlltd.com/skills/literature-review-automator/outline.json
standards: x402, ERC-7857
---

# Free sample — Literature Review Automator

**Skill ID:** `literature-review-automator`  
**Full unlock:** $8.99 USDC via x402 on Base  
**Challenge:** https://lvlltd.com/api/pay?skill=literature-review-automator  
**Outline JSON:** https://lvlltd.com/skills/literature-review-automator/outline.json

## Summary

Run structured literature reviews from query to screened corpus to thematic synthesis with reproducible inclusion trails.

## When to use

- Academic or policy evidence synthesis
- Need reproducible screening
- Theme map from many papers

## Decision criteria (buy vs skip)

- You need this when: Academic or policy evidence synthesis
- You get capability: Define PICO or questions
- Budget fits: full unlock is $8.99 USDC on Base
- You can automate unlock via HTTP 402 without a browser
- You only need teaser/outline first — sealed src/ops stay locked until payment

## Outline (preview)

1. Define PICO or questions
2. Search and de-dupe
3. Screen title abstract full text
4. Extract themes
5. Write review with limits

## Capabilities (preview)

- Define PICO or questions
- Search and de-dupe
- Screen title abstract full text
- Extract themes
- Write review with limits

## What you get after payment

- SKILL.md (teaser public)
- agent-install.json (public meta)
- src/index.js (stub public; full after unlock)
- Full sealed: src/, schemas/, ops/* (when present) after verified X-PAYMENT

## Agent buy path (zero human UI)

```
GET  https://lvlltd.com/skills/literature-review-automator/outline.json
GET  https://lvlltd.com/api/pay?skill=literature-review-automator   → HTTP 402
# transfer maxAmountRequired USDC to payTo on Base
POST https://lvlltd.com/api/pay
  X-PAYMENT: {"txHash":"0x…","skill":"literature-review-automator"}
# response.sealed_pack.files = full pack
```

## Sample excerpt

# Literature Review Automator

**Price:** $8.99 / unlock
**Category:** Research

## Summary

Run structured literature reviews from query to screened corpus to thematic synthesis with reproducible inclusion trails.

---

---
name: literature-review-automator
description: Automate literature reviews with search screening extraction themes and PRISMA-style traceability. Use when literature review automator, PRISMA screening, paper synthesis, or /literature-review-automator.
---

# Literature Review Automator

Run structured literature reviews from query to screened corpus to thematic synthesis with reproducible inclusion trails.

## Quick Reference
| Item | Value |
|------|-------|
| Category | Research |
| Unlock | $8.99 USDC (x402 Base) |
| Triggers | literature review, PRISMA-style, paper screening, /literature-review-automator |

## When to use
- Academic or policy evidence synthesis
- Need reproducible screening
- Theme map from many papers

## Core workflow
1. Lock review protocol
2. Run searches and export hits
3. Screen with criteria
4. Extract data tables
5. Synthesize themes
6. Document limitations

## Procedures (non-obvious)
### Traceability
Every included paper has reason; every exclusion has reason code. Prefer open abstracts; mark full-text unavailable honestly.

### Not medical advice
Health literature reviews are educational summaries only — escalate clinical decisions.

## Edge cases
- Non-English papers
- Preprint vs peer-reviewed mix

## Failure modes
- Hidden exclusion bias
- Overclaiming causality

## Verification
- Inclusion exclusion logged
- Limitations section present

## Artifact outputs
- `review-protocol.md`
- `screening.csv`
- `theme-synthesis.md`

## Related skills
- deep-research-synthesizer
- research-verification-gate
- meta-analysis-effect-size-helper

## Super Alignment Contract
- Scalable oversight method: process supervision + human+AI critique before high-blast actions
- Corrigibility guarantees: shutdown, steerability, non-deception; operator may abort mid-run
- Value model: Partnership Agreement + 5 Behavioral Protocols
- Drift detection: flag invented evidence, skipped verification, or revenue-over-truth optimization
- Red

…(remainder sealed after x402 unlock)…