darthmolen
- 43 skills
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- 1 week ago last updated
- ▌ Test Filter Development · darthmolen bundleUse when implementing any feature or bugfix with AI assistance, before writing implementation code. RED → GREEN → REFACTOR with the filter made load-bearing - captured failure output rather than attestation, a seeded mutant after GREEN, and rejection when the suite survives it. Use in place of test-driven-development, which names the ordering rather than the mechanism that carries the value.
- ▌ Code Review Plan Execute · darthmolenUse when a code-review meta-plan is ready and you want to drive the full review pipeline — pre-flight, seed slices, dispatch reviewers per slice, synthesize findings, and notify on completion; defensive and idempotent so repeated runs resume from where the last run stopped
- ▌ Csharp Quality Developer · darthmolenEnforce C# coding standards including StyleCop rules (SA1028, SA1518, SA1101, etc.), file formatting (CRLF, trailing whitespace), naming conventions (this. prefix, no underscore prefix), XML documentation, LoggerMessage patterns, and brace placement. Use when writing C# code, reviewing .cs files, fixing StyleCop violations, or ensuring code quality compliance.
- ▌ Python Quality Developer · darthmolenEnforce Python coding standards including ruff rules, pyright type safety, avoiding Any, consistent return types, proper HTTP error signaling, exception chaining, async-first patterns, typed dicts for structured data, and parameter ordering. Use when writing Python code, reviewing .py files, fixing linter violations, or ensuring code quality compliance.
- ▌ Azure Servicebus Operations · darthmolen bundleUse when peeking, draining, snapshotting metrics on, enumerating, or otherwise inspecting/manipulating Azure Service Bus subscriptions, queues, or dead-letter sub-queues — including diagnosing DLQ accumulation, capturing parked messages for forensics before discard, draining stuck alert backlogs, comparing active/dlq counts across multiple subs, enumerating an entire namespace's topology, or clearing a subscription's ForwardTo (which the az CLI cannot do).
- ▌ Curriculum Design · darthmolen bundleUse when turning extracted learning units into course definitions — deciding course boundaries, level, prerequisites, modules, labs, and assessments, and writing course.yaml. Fourth stage of the curriculum pipeline, after curriculum-extract.
- ▌ Curriculum Govern · darthmolen bundleUse when validating curriculum before generation or publication — schema, source fidelity, provenance, contradictions, sensitive data, prerequisite integrity, and artifact hashes. Returns approved, approved_with_warnings, or rejected. Runs twice in a generate cycle: once on the course definition, once on the rendered artifacts.
- ▌ Curriculum Extract · darthmolen bundleUse when converting classified curriculum sources into traceable learning units — concepts, outcomes, procedures, constraints, failure modes, labs, and prerequisites, each tied to source evidence. Third stage of the curriculum pipeline, after curriculum-classify.
- ▌ Curriculum Classify · darthmolen bundleUse when sorting a curriculum source manifest into content domains and teachability — deciding which discovered files are eligible instructional source and what kind of content each holds. Second stage of the curriculum pipeline, after curriculum-discover.
- ▌ Curriculum Discover · darthmolen bundleUse when building a source manifest for curriculum generation — enumerating eligible files in a repository or wiki at a pinned revision, with hashes and change types. First stage of the curriculum pipeline. Triggers on "what source content exists for", "discover curriculum sources", or as step 1 of curriculum-orchestrate.
- ▌ Curriculum Generate · darthmolen bundleUse when rendering approved course definitions into artifacts — student guide, instructor guide, labs, and quiz — with provenance metadata. Fifth stage of the curriculum pipeline, after curriculum-govern approves the definition. Slide generation is not implemented.
- ▌ Curriculum Orchestrate · darthmolen bundleUse when generating or refreshing course curriculum from source repositories — turning documentation into course definitions and course artifacts. Sequences discovery, classification, learning extraction, curriculum design, governance, and artifact generation, and stops at a failed gate. Triggers on "regenerate the course", "build curriculum from", "what courses does this change affect", or after a documentation change that a course sources from.
- ▌ Typescript Pro · darthmolenTypeScript best practices expert. PROACTIVELY use when working with TypeScript/JavaScript files (.ts, .tsx, .js, .jsx), type errors, ESLint issues, or strict mode configuration. Covers patterns, ESLint best practices, and strict type handling.
- ▌ Codebase Mapper · darthmolen bundleGenerate a deterministic architecture map of Python, C#, and TypeScript codebases using AST parsing. Outputs a token-efficient structure section for CLAUDE.md. Use when mapping a codebase, generating architecture documentation, updating claude.md structure, or onboarding to a new project.
- ▌ Ace Fca Workflow · darthmolen bundleAdvanced Context Engineering with Frequent Intentional Compaction (ACE-FCA) for complex coding tasks. Use this skill when working on brownfield codebases, large repos (100k+ LOC), complex bugs, multi-file refactors, or features requiring deep codebase understanding. Triggers include requests to fix bugs in unfamiliar code, implement features in large codebases, understand complex code flows, or when the user mentions "research plan implement", "ACE-FCA", or "frequent compaction". This workflow prevents context window exhaustion and produces high-quality, reviewable artifacts.
- ▌ Code Send Review · darthmolenUse when queueing a slice of a branch for code review — builds a slice spec from a commit range, focus areas, and plan-doc refs, and drops it in planning/code-reviews/needs-review/ for the intake loop to pick up
- ▌ Plan Send Review · darthmolenUse when you have authored a plan and want the other AI agent (Claude or Copilot) to review it - copies the active plan to planning/needs-review/ for adversarial review
- ▌ React Specialist · darthmolenReact best practices expert. PROACTIVELY use when working with React components, JSX, hooks (useState, useEffect), state management, or component architecture and performance optimization.
- ▌ Angular Architect · darthmolenExpert Angular architect mastering Angular 20+ with enterprise patterns. Specializes in signals, RxJS, NgRx state management, micro-frontend architecture, and performance optimization with focus on building scalable enterprise applications.
- ▌ Code Review Apply · darthmolenUse when reviewed code-review slices are ready for triage and the developer wants to walk findings, classify them accept/merge/reject/flag, and apply accepted changes to code — third punch-in command of the code review workflow, after code-review-plan-execute completes
- ▌ Code Intake Review · darthmolen bundleUse on a loop interval to check for code slices awaiting review in planning/code-reviews/needs-review/, move to in-progress, dispatch code-reviewer subagent, append findings, and move to reviewed/ - silent when no files found
- ▌ Plan Intake Review · darthmolen bundleUse on a loop interval to check for plans awaiting review in planning/needs-review/, move to in-progress, dispatch plan-reviewer subagent, append feedback, and move to reviewed/ - silent when no files found
- ▌ Plan Record Review · darthmolenRecords what a plan review actually decided — accepted, merged, rejected, flagged — so the reasoning outlives the conversation. Use immediately after evaluating a review with plan-receive-review, before moving on. Closes the gap where a review is acted on and nothing in the repository says which findings were taken or why the others were not.
- ▌ Plan Clear Blockers · darthmolenTurns planning/blocked/ into an agenda for a session that could actually clear it. Use when something is briefly available — a device, an environment, an hour with the one person who can decide, a maintenance window — and the question is "what do I do with it?". Groups by blocker rather than by plan, orders the work inside each group, cites where each step is already specified, and names what each one unblocks.
- ▌ Plan Receive Review · darthmolenUse when a plan you authored has been reviewed and is waiting in planning/needs-review/reviewed/ - retrieves reviewed plan, evaluates each review point with technical rigor, and presents findings with recommended actions
- ▌ Plan Sweep Blockers · darthmolenFinds plans that are stuck, records what they are stuck on, moves them to planning/blocked/, and files a reminder for each blocker something outside the repository has to clear. Use when the in-progress column no longer answers "what is actually running" — when a plan has not moved in a while, when a status section contradicts its own frontmatter, or before scheduling, so that the schedule reads a board that is telling the truth.
- ▌ Plan Writing Syntax · darthmolenUse when writing or editing any planning document — a plan, a backlog stub, a reminder, a review or a wave — to get its frontmatter right. Owns the shape of the document — the kind and status fields, the per-kind status vocabularies, what each status is required to carry, and cross-references written as names rather than paths. Pairs with plan-workflow, which owns which directory a document lives in and when it moves. Use it before writing the first line, not after a validator refuses the file.
- ▌ Azure Infra Engineer · darthmolenAzure cloud infrastructure expert specializing in network design, identity integration, PowerShell automation with Az modules, and infrastructure-as-code patterns using Bicep.
- ▌ Python Quality Install · darthmolenUse when initializing a new Python project or adding quality tooling to an existing one - sets up ruff linter and formatter, pyright type checker, and pre-commit hooks with opinionated defaults that enforce python-quality-developer standards
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- ▌ Code Review Seed Slices · darthmolenUse when a code-review meta-plan is finalized and you need to fan it out into one slice spec per row in the meta-plan's slice table — produces N files in planning/code-reviews/needs-review/ ready for code-intake-review to drain
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- ▌ SQL Pro · darthmolenExpert SQL developer specializing in complex query optimization, database design, and performance tuning across PostgreSQL, MySQL, SQL Server, and Oracle. Masters advanced SQL features, indexing strategies, and data warehousing patterns.
- ▌ Spec Tier · darthmolenRoute a task to a Low/Medium/High spec tier by stakes, then enforce the matching spec depth, review gates, and calibration. Use when starting any plan or spec, deciding how much detail a plan needs, onboarding developers to the planning standard, or when unsure whether a spec is over- or under-specified. Invoke BEFORE plan-workflow so it sets the depth plan-workflow then produces.
- ▌ SQL Query · darthmolen bundleUse when running ad-hoc read-only T-SQL against Azure SQL — exploring Query Store, sampling tables, inspecting DMVs, joining sys.* views, or producing JSON/CSV for an alerting pipeline. Read-only by construction (AST-validated, rolled-back transaction, no INSERT/UPDATE/DELETE/EXEC/OPENROWSET). Returns TOON by default for token-efficient consumption by Claude; --format=json|table|csv for other consumers.
- ▌ Psql Query · darthmolen bundleUse when running ad-hoc read-only SQL against Azure Database for PostgreSQL — exploring tables, sampling rows, checking key uniqueness/overlap across tables, inspecting pg_stat_* / pg_catalog, or producing JSON/CSV for a pipeline. Read-only by construction (server-enforced read-only transaction + client-side guard, always rolled back; no INSERT/UPDATE/DELETE/DDL/COPY/dblink). Returns TOON by default for token-efficient consumption by Claude; --format=json|table|csv for other consumers. This is the PostgreSQL counterpart to sql-query (which targets Azure SQL only).
- ▌ Python Pro · darthmolenPython backend expert. PROACTIVELY use when working with Django, FastAPI, Flask, Pydantic, SQLAlchemy, or async Python APIs. Covers backend patterns, data validation, and ORM best practices.
- ▌ Bulk Rename · darthmolen bundleUse when a refactor needs the same identifier rename applied across many files (type-cluster renames, magic-string vocabulary moves) — runs a single bash invocation that does longest-first, word-boundary safe replacements across all tracked files in scope, instead of issuing dozens of per-file Edit tool calls
- ▌ Plan Workflow · darthmolenManages planning documentation through the kanban board at planning/. Use when creating, progressing, or completing plans to ensure every document lands in the right directory (planning/, in-progress/, completed/, not-implemented/, blocked/, backlog/, reminders/, waves/, evidence/, needs-review/) and stays in source control alongside the code it describes. Also covers parallel tracks — one in-progress plan per track when independent plans run in sub-agents. Pairs with plan-writing-syntax, which owns what is written inside the document; this owns where the document lives and when it moves.
- ▌ Prompt Dotnet · darthmolenComposes and executes a standardized, spec-driven, test-first .NET feature prompt. Invoke as /prompt-dotnet followed by the feature description. Chains spec-tier (stakes tiering + review gates), test-filter-development (RED-GREEN-REFACTOR with captured failure output and a seeded mutant), and csharp-quality-developer; if the harness lacks those skills, the inlined discipline is the contract. Oriented to ASP.NET Core services/APIs (the integration test uses WebApplicationFactory). Use when implementing a .NET feature and you want tiered spec depth, an evidenced test filter, and mandatory review.
- ▌ Reminders Set · darthmolenRecords a task a person must actively do, which no test or gate can catch. Use when a plan names work that needs a human, a machine, a conversation or a calendar — a check on hardware nobody on the team owns, a decision only one role can take, something to raise at the next session — and the plan alone would leave it to memory. Sits beside plan-workflow; it never schedules work, it remembers the work software cannot verify.
- ▌ Angular Expert · darthmolenAngular 20+/TypeScript frontend expert. PROACTIVELY use when working with Angular components, signals, RxJS, NgRx, angular.json configuration, or ng serve issues.
- ▌ Dotnet Secrets · darthmolenSecrets hygiene for .NET development. Use when handling credentials, connection strings, API keys, or any secret value — especially when setting up local dev environments, configuring user-secrets, or bootstrapping Azure App Configuration + Key Vault access. Activates on any prompt mentioning secrets, credentials, connection strings, user-secrets, AZURE_CLIENT_SECRET, AZURE_CLIENT_ID, or AppConfig connection strings.