Kastalien-Research

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Phase 4 router for hypothesis validation.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Generate a status report across all workstreams using git history and GitHub issues. Shows active work, recent changes, and open PRs.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Manage Supabase local and hosted infrastructure. Migrations, schema diff, status, reset, push, and inspection. Wraps the Supabase CLI with project-specific context and gotcha avoidance.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Fuse insights from multiple knowledge sources (code, docs, memory, research, web) into coherent understanding. Use when you have scattered information that needs integration.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Run a taste evaluation on a research proposal or technical direction. Determines whether to proceed, simplify, defer, or kill before committing research effort.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Orchestrate an Agent Teams session with Thoughtbox as the reasoning substrate.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Run behavioral smoke tests against the live Thoughtbox Code Mode MCP server. Verifies the public /mcp surface (thoughtboxsearch, thoughtboxexecute, thoughtboxpeernotebook) plus the main execution paths behind it.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Thoughtbox-first Theseus workflow for behavior-preserving refactors. Use this when structure changes but behavior must stay fixed and scope drift needs hard boundaries.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Trigger when debugging something unexpected — a test failure, surprising behavior, production incident, or any situation where initial attempts aren't working. Prevents the common agent failure mode of trying random things when stuck. Use when "the first fix didn't work", "this is behaving unexpectedly", "I'm stuck"…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Structure decisions with parallel hypothesis exploration and knowledge graph persistence. Triggers on: "decide", "choose between", "which approach", "compare options", "evaluate alternatives", "tradeoff analysis".

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

A-Mem thought evolution — check which prior thoughts should be updated when a significant new insight arrives. Spawns a lightweight subagent to classify prior thoughts as UPDATE or NOUPDATE, then applies revisions. Use during long reasoning sessions when you reach a synthesis, make a decision, or discover something…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Cross-session knowledge retrieval from the Thoughtbox knowledge graph. Searches entities, traverses relations, retrieves observations, and synthesizes findings from past sessions. Use when you need to recall prior decisions, check what's already known about a topic, find related insights, or build on past work.…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Gateway orientation for agents using Thoughtbox MCP for the first time. Use this skill when you connect to a Thoughtbox MCP server and need to understand what's available, how to structure reasoning sessions, or how to use the tb SDK. Also use when you're unsure which Thoughtbox operation to use for a task, or when…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Friction-gated refactoring using the Theseus protocol. Prevents scope creep and refactoring fugue state by enforcing file scope boundaries, visa-based expansion, checkpoint audits, and a brittleness counter. Use when refactoring code, restructuring modules, renaming across files, or any task where "structure changes…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Structured research using Thoughtbox IRCoT (Interleaved Retrieval and Chain-of-Thought). Triggers on: "research", "investigate", "explore", "literature review", "what do we know about".

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Analyze completed Thoughtbox sessions to extract patterns, anti-patterns, and learnings for the knowledge graph. This is the learning loop that makes Thoughtbox improve over time. Use after completing a reasoning session, when reviewing past sessions for insights, or when you want to assess reasoning quality. Triggers…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Spawn an Agent Team with a background Thoughtbox analyst teammate. The analyst monitors your reasoning sessions for evolution candidates, contradictions, and generates periodic digests. Use this at the start of any deep Thoughtbox reasoning session, when you're about to record many thoughts and want background…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Start a Unified Loop Controller session via Ralph Wiggum. Autonomously works through backlog, dispatches agents, and explores via QD when idle.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Thoughtbox-first Ulysses workflow for surprise-gated debugging. Use this when debugging gets uncertain and you need explicit plan, outcome, and reflection discipline without relying on local shell state.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

This skill should be used before implementing features, building components, or making changes. It guides exploring user intent, approaches, and design decisions before planning. Triggers on "let's brainstorm", "help me think through", "what should we build", "explore approaches", ambiguous feature requests, or when…

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Evaluate whether an idea is worth implementing by asking structured questions about outcomes, alignment, and opportunity cost. Stage 1 of the development workflow.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Finalize the workflow by reflecting on the process, moving ADRs, closing issues, and preparing for merge. Stage 8 of the development workflow.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Iterate on implementation fixes surfaced by review until all claims are verified. Stage 6 of the development workflow.

Kastalien-Research/thoughtbox

Skill Claude CodeCodex

Execute an implementation by dispatching multiple sub-agents to parallel Git worktrees. Each builds the entire feature independently, and the best implementation is selected and merged.