Michael Dockter
Community@docktermj
Michael Dockter maintains the Senzing Bootcamp plugin: entity resolution training modules plus maintainer tooling for MCP server verification, testing, and releases.
Agent Skills by Michael Dockter
Showing 26 vetted skills indexed across 2 GitHub repositories.
docktermjauto-test
Probes the Senzing MCP server for drift and runs sandboxed simulated bootcamp walks.
docktermjunattended-issue-loop
Implements labeled GitHub issues and audits results in unattended cycles.
docktermjdelegate-to-mcp-server
Audits plugin-held Senzing facts against the live MCP server and writes delegation specs.
docktermjreview-invariants
Walks maintainers through deferred invariant blocks and registers approved rules in the specs ledger.
docktermjrelease
Bumps version sites, writes the CHANGELOG entry, commits, and creates an annotated git tag as one operation.
docktermjimplement-github-issue
Implement GitHub issues end-to-end on dedicated branches with tests, CI mirroring, and pull requests.
docktermjproduction-readiness-audit
Audit a Claude Code plugin for consistency, coherence, completeness, and invariant conformance.
docktermjcompact-dev-environment
Consolidate invariants, specs, tests, and feedback in a plugin development repository.
docktermjfeedback-to-issues
Triage bootcamp feedback files into deduplicated GitHub issues with live MCP server re-verification.
docktermjmodule-00-entity-resolution-concepts
Explain entity resolution concepts and verify knowledge with interactive quizzes.
docktermjgraduation
Generate a recap PDF and scaffold production-ready project structure.
docktermjmodule-06-data-processing
Orchestrate data ingestion into the Senzing entity resolution engine.
docktermjmodule-03b-truthset-visualization
Load the Senzing Truth Set and generate a D3-based entity resolution visualization.
docktermjmodule-05-data-quality-mapping
Evaluates source data quality and maps fields to Senzing Generic Specification.
docktermjmodule-01-business-problem
Document business problems, data sources, and success criteria for entity resolution projects.
docktermjbootcamp-onboarding
Orchestrate a multi-module Senzing bootcamp with MCP-first technical grounding.
docktermjmodule-04-data-collection
Collect and validate raw data files for Senzing entity resolution processing.
docktermjbootcamp-preparation
Configure the Senzing entity resolution bootcamp environment and module sequence.
docktermjmodule-03-system-verification
Validate Senzing SDK initialization, data source registration, and entity resolution against a local database.
docktermjmodule-02-sdk-setup
Automate Senzing SDK installation, configuration, and verification across operating systems.
docktermjmodule-07-query-visualize-discover
Execute Senzing SDK entity resolution queries and visualization workflows.
docktermjdry-run
Dry-run the Senzing Bootcamp plugin against live MCP schemas, real filesystems, and human walkthroughs.
docktermjretrofit-from-public
Synchronize file updates from a public Git repository into a local environment with inverse transformations.
docktermjfeedback-to-specs
Parses raw Senzing Bootcamp feedback into deduplicated improvement specifications using the live MCP server.
Frequently Asked Questions About Michael Dockter
FAQPage SchemaWhat tasks can I accomplish with docktermj's Senzing Bootcamp skills?▼
You can learn entity resolution concepts, install and configure the Senzing SDK, map source data to the Senzing Generic Specification, ingest data into the engine, run entity resolution queries, and generate D3 visualizations and recap PDFs across a structured multi-module bootcamp.
Who are these skills designed for?▼
Bootcamp modules target engineers learning Senzing entity resolution. Maintainer-only skills (dry-run, auto-test, release, production-readiness-audit, unattended-issue-loop) target the plugin maintainer developing the Senzing Bootcamp Claude Plugin and are never invoked during a bootcamp.
How does the plugin testing and verification process work?▼
The dry-run skill verifies every MCP call against the live Senzing MCP server, executes hooks and scripts in a scratch project, and walks the conversational layer. Auto-test runs sandboxed, scheduled checks for server drift and misleading content, safe to run many times daily.
What are the prerequisites for using these skills?▼
Bootcamp skills require the Senzing SDK installed and configured per module-02, plus raw data files collected and validated per module-04. Maintainer skills require access to the live Senzing MCP server, the plugin repository, and GitHub issue permissions.
How are releases and feedback handled?▼
The release skill bumps versions, writes the CHANGELOG, commits, and tags in one atomic operation; propagate-to-public then mirrors files to the public repo. Feedback-to-issues re-verifies Senzing facts against the live MCP server before filing GitHub issues.