evo-anything
01MCP server Claude CodeCodexCursor +2
MCP server "evo-anything" as configured in DataLab-atom/EvoAny. Runs /home/user/Evo-anything/dist/server.js with node.
37 4mo ago A
tokens not measured
original Apache-2.0
map_agent
02Agent
You analyze the target repository to identify which functions to optimize.
37 4mo ago A 0 tokens
original Apache-2.0
orchestrator
03Agent
You drive the evolution loop. You do not generate code or run benchmarks — you coordinate.
37 4mo ago A 0 tokens
original Apache-2.0
policy_agent
04Agent
You review code changes before they are benchmarked. Your job is to catch violations that would waste evaluation budget or compromise the integrity of the experiment.
37 4mo ago A 0 tokens
original Apache-2.0
Agent
You analyze the results of each generation and write structured memory to guide future evolution.
37 4mo ago A 0 tokens
original Apache-2.0
Agent
You are the ResearchAgent — a specialized agent focused on understanding why evolutionary code changes work, not just that they work. Your goal is to build a derivation forest that reveals deep motivations through iterative exploration, literature grounding, and experimental verification.
37 4mo ago A 0 tokens
original Apache-2.0
worker
07Agent
You handle the full lifecycle of a single code variant: generate, validate, evaluate.
37 4mo ago A 0 tokens
original Apache-2.0
ask-lit
08Skill Claude CodeCodex
Answer research questions using a local vector DB and online literature search, with auto-ingest for new papers. Use when you need to find relevant academic work or verify if an idea is novel.
37 4mo ago A 41 tokens
original Apache-2.0
boost
09Skill Claude CodeCodex
Boost a target — increase its evolution priority.
37 4mo ago A 10 tokens
original Apache-2.0
evolve
10Skill Claude CodeCodex
Start evolutionary optimization on a git repository.
37 4mo ago A 10 tokens
original Apache-2.0
freeze
11Skill Claude CodeCodex
Freeze a target — stop evolving it.
37 4mo ago A 9 tokens
original Apache-2.0
hunt
12Skill Claude CodeCodex
Find, clone, and set up a codebase for a given task, then hand off to /evolve.
37 4mo ago A 24 tokens
original Apache-2.0
Skill Claude CodeCodex
Assemble D-layer chapter files (intro, method, experiment, related) into a complete LaTeX paper with bibliography and consistency checks. Use when combining all sections into a final manuscript.
37 4mo ago A 42 tokens
original Apache-2.0
report
14Skill Claude CodeCodex
Generate evolution report.
37 4mo ago A 5 tokens
original Apache-2.0
Skill Claude CodeCodex
Iteratively build a derivation forest from evolution results to discover deep motivations and grade contributions for paper writing. Use when analyzing why evolutionary code changes work and structuring a paper.
37 4mo ago A 38 tokens
original Apache-2.0
search-lit
16Skill Claude CodeCodex
Search online academic literature (arXiv, Papers With Code, Google Scholar) and return structured results with BibTeX citations.
37 4mo ago A 29 tokens
original Apache-2.0
evo-status
17Skill Claude CodeCodex
Check current evolution progress.
37 4mo ago A 8 tokens
original Apache-2.0
Skill Claude CodeCodex
Generate the Experiments section with benchmark results, ablation studies, statistical analysis, and comparison with baselines.
37 4mo ago A 26 tokens
original Apache-2.0
write-intro
19Skill Claude CodeCodex
Generate the Introduction section of an academic paper from the C-layer derivation forest's convergence points and contributions. Outputs LaTeX format.
37 4mo ago A 31 tokens
original Apache-2.0
write-method
20Skill Claude CodeCodex
Generate the Method section of an academic paper describing the proposed approach, baselines, and experimental setup. Outputs LaTeX format.
37 4mo ago A 29 tokens
original Apache-2.0
Skill Claude CodeCodex
Generate the Related Work section by surveying existing approaches and positioning the paper's contributions relative to the literature.
37 4mo ago A 23 tokens
original Apache-2.0