Katsunobu Imai
Community@transreal · Hiroshima
Agent Skills by Katsunobu Imai
Showing 47 vetted skills indexed across 1 GitHub repositories.
transrealmaildb-operations
Query and analyze Mathematica mail databases with privacy-aware LLM routing.
transrealasync-handler-pattern
Configure ClaudeOrchestrator handlers to return AwaitingLLM and complete via callbacks.
transrealLLMGraphDAGジョブのライフサイクルと registry 観察パターン
Capture LLMGraphDAG node results via onComplete and observe registry state from handlers.
transrealnotebook-llmgraph-update-pattern
Synchronize NotebookLLMGraph cache writes with TaggingRules persistence after external updates.
transrealsnapshot-lifecycle-and-diff
Compute page-hash diffs and append lifecycle events to JSONL.
transrealllm-prompt-template-override
Inject external document context into LLM worker prompt templates via XML-tagged placeholder replacement.
transrealevidence-bundle-design
Design evidence bundle JSON files with source snapshots and claim dependencies.
transrealnotebook-management-extraction
Extract and lint Mathematica notebook metadata for SourceVault queries.
transrealllm-instruction-separation
Separate LLM instructions and model branching from Wolfram Language source code.
transrealnbaccess-separation-check
Detect and fix NBAccess separation principle violations in Wolfram Language packages and notebooks.
transrealruntime-orchestrator-boundary
Classify runtime vs orchestrator features by state lifetime to enforce the architectural boundary.
transrealwolfram-general
Enforce Wolfram Language coding, notebook, and package conventions.
transrealadapter-tool-flow-debugging
Diagnose failing adapter-path ClaudeEval tool flows using ClaudeTurnTrace and AsyncToolExec diagnostics.
transrealllm-extraction-pipeline
Build schema-driven LLM extraction pipelines converting unstructured documents into structured claims.
transrealnbauthorize-2-stage-decisions
Gate LLM claim extraction with two-stage NBAccess send and persist decisions.
transrealworkflow-completion-hooks
Register and fire per-workflow completion hooks with structured completionInfo.
transrealwolfram-syntax-pitfalls
Replace fragile Wolfram Language constructs with documented safe alternatives.
transrealpackage-merge-pattern
Merge LLM-produced function updates into Mathematica .wl package files.
transrealworkflow-equivalence-testing
Compare workflow shim and stategraph runtime states across Mode OFF and ON.
transrealdoc-generation
Generate or update package documentation with strict ordering and README-last rules.
transrealgithub-operations
Automate GitHub repository management, commits, and pull requests via GitHubREST functions.
transrealpetri-retry-patterns
Guide per-worker retry wiring in fan-out Petri nets with RetryPolicy or Trial counters.
transrealasync-tool-execution
Execute async tool calls in parallel without blocking the Mathematica kernel.
transrealsystem-open
Generate SystemOpen calls to open files in the OS default application.