CE Code Navigation
Apache-2.0 A Celesto PR-review example prepares sandbox checks and compares a general model with Jev on candidate findings.
Judges whether a finding was introduced by the change, is supported and merits a fix.
Shows execution records and reviewer judgments together.
Coding Agents Evaluation & Benchmarks
DE Reviews a Git diff or a codebase in stages and displays review leads in a local dashboard.
Judges risk, files, evidence regions, mechanisms and severity before rule-based reviewer routing.
Connects review leads to concrete code for human inspection.
Coding Agents AST & Code Graph Evaluation & Benchmarks
DE Helps coding Agents locate code, check change intent, triage test failures, and organize review findings.
Selects a fixed workflow and makes structured judgments over bounded diffs, code, or log excerpts.
Returns inspectable leads and states which parts were not checked.
Coding Agents AST & Code Graph Evaluation & Benchmarks
JE Navigates a Neo4j graph one hop at a time, asking Jev which relationship to follow next.
Choice scores neighboring relationships and Noul checks goal completion; local beam search retains candidate paths.
Connects a natural-language goal to inspectable graph paths.
Database & Vector AST & Code Graph
EL Code Navigation
No license specified Finds files from a natural-language query using multiple walkers through the directory tree.
Jev scores file and directory names; code distributes walkers using those probabilities.
Searches without a vector index and reports the share of walkers reaching each path.
AST & Code Graph Search & Retrieval
NA Code Navigation
MIT Source summary Jev-powered semantic code search for coding agents — find behavior across repositories via CLI or MCP, with exact source excerpts and line numbers.
Jev returns a structured decision for the local program; consult the source for the exact decision policy.
Adds structured choices or scores to the workflow; performance and cost benefits have not been independently verified.
AST & Code Graph CLI & Git Gates MCP & Integrations
DE Code Navigation
No license specified Classifies Git commit messages and diffs with Jev for bug fixes, security fixes, CWEs, and change types.
Asks fixed-category questions about commits and saves results for filtering and HTML/CSV reports.
Organizes large commit histories into records for further review.
AST & Code Graph CLI & Git Gates Classification & Ranking
BO A Go Claude Code plugin using Jev to find files, answer bounded questions across code and handle large reads.
Screens and verifies code relevance before whole files enter the agent context.
Returns file locations and judgments for focused inspection.
AST & Code Graph Coding Agents Context Compaction
BU Adds Jev checks to Claude Code review findings, debugging hypotheses, design options and search results.
Scores candidate defects, explanations or options against preset questions and local policies.
Keeps a second judgment and its probabilities available for comparison.
Coding Agents AST & Code Graph Evaluation & Benchmarks
TO A Pi-based terminal coding Agent whose main model handles reasoning, edits and tools while Jev provides advice.
Jev suggests skills, reranks actual source candidates and triages failures without automatic retries or permission approval.
Preserves paths, line numbers, source and errors; the author’s bounded experiments do not establish universal gains.
Coding Agents Typed Decisions
BA Adds Jev-based selection before an existing test runner using diffs and test source.
Jev judges relevance; local policy runs tests on uncertainty, API failure or changes to the test file itself.
Supports shadow-mode comparison, but selected subsets cannot guarantee complete regression coverage.
Coding Agents AST & Code Graph Evaluation & Benchmarks
FA A configurable GitHub Action that reviews catalog submissions or classifies PRs and updates a templated comment.
Answers policy questions over pinned repository evidence or PR patches, then applies classification rules.
Keeps question definitions, thresholds and comment templates inspectable.
CLI & Git Gates Coding Agents Classification & Ranking
JI Code Navigation
MIT Source summary One MCP tool that returns the files a coding agent should read.
Jev returns a structured decision for the local program; consult the source for the exact decision policy.
Adds structured choices or scores to the workflow; performance and cost benefits have not been independently verified.
AST & Code Graph Typed Decisions