llms.txt Content
# Plith
> Submit a task. Receive a structured, quality-scored deliverable.
Plith Rigor produces structured AI deliverables through proven methodology
frameworks with quality gates on every step. Each deliverable is
quality-scored and produced in minutes.
Built by Peaklight Inc. Web dashboard, REST API, and MCP server.
## What Plith Produces
**Competitive scans** — Porter's Five Forces, competitor positioning,
strategic recommendations. Multi-step research and analysis, not a
single-prompt summary.
**SWOT analyses** — evidence-backed strengths, weaknesses, opportunities,
threats. Each finding quality-scored.
**Code reviews** — codebase-aware via GitHub MCP connection. Reads your actual
files and produces structured findings with severity levels.
**Gap analyses** — current state vs target state comparison with severity
classification (critical, high, medium, low) and prioritized recommendations.
**Solution designs** — alternatives evaluation, tradeoff matrices,
implementation specifications, verification plans, rollback strategies.
**Bug diagnosis** — structured root-cause tracing via observe, diagnose,
scope, fix, verify methodology.
Plus 30+ additional deliverable types: implementation prompts, requirements
analysis, research briefs, incident response plans, data security
assessments, and more.
## How It Works
1. Classify — 40+ task types via 3-tier classifier (keyword, embedding, default)
2. Compose — 15+ proven methodology frameworks sequenced per task type
3. Route — adaptive model routing across 10+ LLM providers, best-fit per step
4. Gate — per-step quality scoring, automatic refinement, model escalation
5. Deliver — structured deliverable with quality score
## Product Pages
- [Homepage](https://plith.ai): Deliverable catalog, interactive demo
- [API Docs](https://plith.ai/api-docs): REST endpoints, MCP tools, patterns
- [Pricing](https://plith.ai/pricing): Credit-based billing, plan comparison
- [Help](https://plith.ai/help
OpenAPI Spec (preview)
{
"openapi": "3.1.0",
"info": {
"title": "Plith API",
"description": "Agent infrastructure suite — task deduplication, cost prediction, output validation, behavioral governance, and cross-org failure learning. One API key, five products.",
"version": "1.0.0",
"contact": {
"email": "support@plith.ai",
"url": "https://plith.ai/docs"
},
"license": { "name": "MIT", "url": "https://opensource.org/licenses/MIT" }
},
"servers": [
{ "url": "https://plith