AI & LLM · v0.1.0 · Node.js 22+ · MIT
RAG Citation Coverage Auditor
Measure whether generated answers cite approved retrieval sources completely.
205 open source developer tools from Edilec. Page 8.
Browse free tools for SEO, web accessibility, AI, cloud, testing and software delivery. Each repository has public code and a defined scope.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
Embedding Metadata Auditor
Check embedding records for source identity, model version and expiry metadata.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
Model Response Redactor
Remove secrets and personal data from model inputs and outputs in saved traces.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
Retrieval Chunk Auditor
Find chunks that are too large, duplicated, stale or missing provenance.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
Citation Grounding Benchmark
Benchmark answer claims against evidence and classify unsupported statements.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
LLM Cost Ledger
Record model usage, token counts, prices and workflow cost per outcome.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
Model Fallback Simulator
Exercise fallback models for quality, latency, cost and error behavior.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
AI Output JSON Schema Checker
Validate structured model output against JSON Schema and repair boundaries.
AI & LLM · v0.1.0 · Node.js 22+ · MIT
Evaluation Dataset Sampler
Sample evaluation cases by risk, coverage and recent failure history.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Prompt Contract Linter
Check prompts for objective, context, constraints, output and verification fields.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Prompt Version Diff
Show prompt changes as readable diffs with affected tests and variables.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Prompt Injection Fixture
Exercise prompt injection fixtures at tool, retrieval and content boundaries.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Token Budget Estimator
Estimate input and output tokens before a workflow spends a model budget.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Context Window Packer
Pack context by priority while preserving required instructions and citations.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Model Routing Policy Checker
Check model routing rules against capability, risk, latency and cost limits.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Tool Schema Minifier
Measure tool schema size and identify safe descriptions that can be compressed.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Agent Loop Trace Reader
Read agent traces as steps, tool calls, waits, retries and terminal outcomes.
Prompt & Agent Workflows · v0.1.0 · Node.js 22+ · MIT
Function Call Replay Harness
Replay function calls with fixtures to test validation and failure handling.