danilkotelnikov

40 mods across 1 repository, 3 stars between them.

vedix

02

danilkotelnikov/vedix

Plugin Claude Code

Vedix — research workbench that turns a topic into a venue-ready manuscript via cross-host CLI orchestration.

3 3mo ago A tokens not measured original MIT

vedix-citator

03

danilkotelnikov/vedix

Agent

Iteratively adds missing citations to references.bib (up to 5 rounds). Searches Semantic Scholar by topic gap. Never fabricates metadata.

3 3mo ago A 34 tokens original MIT

danilkotelnikov/vedix

Agent

Generates a runnable Python experiment script (experiment.py) plus its requirements.txt, implementing the methodology from hypothesis.md using only the domain template's preferred libraries.

3 3mo ago A 36 tokens original MIT

danilkotelnikov/vedix

Agent

Scans a target codebase to extract entry points, modules, dependencies, key patterns, and extension points. Emits structured codebaseanalysis.json. Triggered when user provides --codebase or asks to analyze/audit a repo.

3 3mo ago A 53 tokens original MIT

danilkotelnikov/vedix

Agent

CLAUDE-CODE-EXCLUSIVE meta-agent. Cross-validates a Claude phase output against Codex via the codexbridge CLI. Returns a structured verdict (agree/minordisagree/majordisagree) plus discrepancies and Codex's alternative. The orchestrator dispatches this after every cross-validatable phase (ideation, hypothesis…

3 3mo ago A 101 tokens original MIT

danilkotelnikov/vedix

Agent

Installs requirements.txt into the per-job venv, runs experiment.py with timeout, parses stderr on failure, patches the script up to 3 rounds. Returns a structured run report.

3 3mo ago A 44 tokens original MIT

vedix-fixer

08

danilkotelnikov/vedix

Agent

Diagnoses pipeline failures (network, dependency, schema-mismatch, runtime, timeout, output-parse) and returns 2-4 concrete fix options for the orchestrator to surface to the user via AskUserQuestion. Never auto-applies fixes silently.

3 3mo ago A 56 tokens original MIT

vedix-hypothesizer

09

danilkotelnikov/vedix

Agent

Produces a testable hypothesis with mathematical models, statistical framework, methodology, and codebase integration plan. Grounded in literature + prior meta-analysis.

3 3mo ago A 36 tokens original MIT

vedix-ideator

10

danilkotelnikov/vedix

Agent

Generates a structured research idea (Name, Title, Hypothesis, Related Work, Abstract, Experiments, Risks) with novelty check via OpenAlex/Semantic Scholar. Reads prior meta-analysis to avoid re-treading failed approaches.

3 3mo ago A 53 tokens original MIT

danilkotelnikov/vedix

Agent

Per-source literature search worker. The orchestrator dispatches this agent ONCE PER SOURCE in parallel (up to 6 sources), each invocation querying only its assigned source via the source's dedicated MCP server. Returns a normalized paper list for that one source. Orchestrator merges across all returns.

3 3mo ago A 66 tokens original MIT

danilkotelnikov/vedix

Agent

Writes a complete LaTeX scientific manuscript by orchestrating 6 nested section subagents in parallel (Abstract, Introduction, Methods, Results, Discussion, Conclusion). Enforces consistency (citations, figure refs, no contradictions, no placeholders). Picks LaTeX template per settings.

3 3mo ago A 64 tokens original MIT

vedix-meta-analyst

13

danilkotelnikov/vedix

Agent

Reads all trajectories and jobs, computes per-domain success rates and failure patterns, writes metaanalysis.json + whatworks.json with concrete recommendations for future jobs.

3 3mo ago A 38 tokens original MIT

paper-extractor

14

danilkotelnikov/vedix

Agent

Agent "paper-extractor" from danilkotelnikov/vedix, covering required output structure, hard constraints and output format.

3 3mo ago A 0 tokens original MIT

vedix-plotter

15

danilkotelnikov/vedix

Agent

Generates publication-grade figures via 3-cycle iterative refinement. Two output paths: matplotlib/seaborn scripting and LaTeX-native TikZ/pgfplots. Per-cycle artifacts in figuresdraft1/, figuresdraft2/, figuresfinal/. Auto-applies Okabe-Ito palette and journal-specific rcParams. Uses VLM critique on a 10-point rubric…

3 3mo ago A 85 tokens original MIT

vedix-reviewer

16

danilkotelnikov/vedix

Agent

Performs NeurIPS-format peer review of the manuscript. Multimodal — also performs visual validation pass on rendered PDF/DOCX pages. Produces review.json + manuscriptv2.tex with top-3 fixes applied.

3 3mo ago A 50 tokens original MIT

danilkotelnikov/vedix

Agent

Generates Beamer PDF + python-pptx editable slide deck + speaker notes from a compiled manuscript. Vendored from AI-Research-SKILLs presenting-conference-talks. Runs after Phase 7 (reviewer accepts).

3 3mo ago A 53 tokens original MIT

danilkotelnikov/vedix

Agent

Best-First Tree Search (BFTS) experiment runner. Wraps the canonical Sakana AI-Scientist treesearch/performexperimentsbftswithagentmanager.py module. Explores multiple experiment-implementation variants in a tree structure, parallel-evaluates them, and picks the best by metric. 5-20x slower than single-shot…

3 3mo ago A 103 tokens original MIT

vedix-vlm-reviewer

19

danilkotelnikov/vedix

Agent

Vision-language review of rendered manuscript figures. Wraps the canonical Sakana AI-Scientist performvlmreview.py module. Detects duplicate figures, validates captions match content, scores each figure for clarity/relevance/quality, and flags figures that don't match their referenced text in the manuscript.…

3 3mo ago A 100 tokens original MIT

vedix-query

23

danilkotelnikov/vedix

Command

Search the Vedix persistent knowledge store (papers, hypotheses, benchmarks, claims).

3 3mo ago A 16 tokens original MIT