Exuberant Witness
Community@exuberantwitness
I am a man
Agent Skills by Exuberant Witness
Showing 26 vetted skills indexed across 1 GitHub repositories.
ExuberantWitnessfind-skills
Search the open agent skills registry using natural language keywords.
ExuberantWitnessskill-creator
Develop, benchmark, and optimize modular AI agent skills with automated testing.
ExuberantWitnesspersona-conservative-engineering
Evaluate research proposals for reliability, reproducibility, and technical feasibility.
ExuberantWitnessw6-discuss
Simulates four research personas to critique proposals and generate a consensus report.
ExuberantWitnessflux-paper-compile
Compile LaTeX source files into PDF documents using latexmk.
ExuberantWitnesspersona-conservative-academic
Generates theoretically rigorous research plans and analyzes academic problems in structured JSON format.
ExuberantWitnessflux-paper-write
Generate complete academic LaTeX paper structures from research plans.
ExuberantWitnesspersona-novel-academic
Generate research proposals and paper plans using a novel academic persona.
ExuberantWitnessflux-paper-improve
Automate peer review and iterative correction of academic LaTeX documents.
ExuberantWitnessflux-code-agent-post
Validate code artifacts and log experimental results into a SQLite knowledge graph.
ExuberantWitnessflux-pipeline
Orchestrate AI research pipelines from GitHub baseline discovery to paper generation.
ExuberantWitnessflux-paper-figure
Generate publication-quality PDF figures and LaTeX include files from research plans.
ExuberantWitnessflux-novelty-check
Score research proposal novelty against Flux-Insight knowledge graph entries.
ExuberantWitnessflux-formula-derivation
Derive formulas from problem statements into documented logical chains.
ExuberantWitnessflux-code-agent-check
Audits code implementation progress by comparing the filesystem to a predefined technical plan and updating the Claim Chain database and pipeline state files.
ExuberantWitnesspersona-novel-engineering
Generate engineering-focused research proposals and paper plans with risk analysis.
ExuberantWitnessflux-review-loop
Automate multi-round academic paper reviews and iterative manuscript refinement.
ExuberantWitnessw6-write-claim-chain
Persist research findings into the Claim Chain SQLite knowledge graph.
ExuberantWitnessflux-verify-paper-plan
Validate JSON research paper plans via schema checks and LLM rubric evaluation.
ExuberantWitnessflux-paper-illustration
Generate vector PDF scientific diagrams using matplotlib or TikZ.
ExuberantWitnessw6-island-assign
Assign research proposals to evolutionary islands in the Flux-Insight pipeline.
ExuberantWitnessflux-result-to-claim
Extracts verifiable research claims from experimental artifacts and analysis reports into structured knowledge graph entries.
ExuberantWitnessflux-code-agent-pre
Initialize code implementation sessions with knowledge graph context and structured planning.
ExuberantWitnessw6-scan-islands
Scan experimental islands and aggregate rubric scores from the evolve_archive directory.