Kastalien-Research/thoughtbox

Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.

This repository also configures its own agents. See what thoughtbox tells them →

64Stars on the repository
116Mods indexed here, across every type
1mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

status

26

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A 30 tokens original MIT

supabase

27

Kastalien-Research/thoughtbox

Skill Claude Code

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.

not rated 64 1mo ago A SkillSpector: pass 41 tokens original MIT

synthesize

28

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 34 tokens original MIT

taste

29

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 30 tokens original MIT

team

30

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 16 tokens original MIT

test-suite

31

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.

not rated 64 1mo ago A SkillSpector: pass 51 tokens original MIT

theseus-protocol

32

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: warn 35 tokens original MIT

thoughtbox:debug

33

Kastalien-Research/thoughtbox

Skill Claude Code

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"…

not rated 64 1mo ago A SkillSpector: warn 80 tokens original MIT

thoughtbox:decision

34

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 45 tokens original MIT

Kastalien-Research/thoughtbox

Skill Claude Code

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…

not rated 64 1mo ago A SkillSpector: pass 102 tokens original MIT

Kastalien-Research/thoughtbox

Skill Claude Code

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.…

not rated 64 1mo ago A SkillSpector: pass 102 tokens original MIT

thoughtbox:onboard

37

Kastalien-Research/thoughtbox

Skill Claude Code

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…

not rated 64 1mo ago A SkillSpector: pass 110 tokens original MIT

thoughtbox:refactor

38

Kastalien-Research/thoughtbox

Skill Claude Code

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…

not rated 64 1mo ago A SkillSpector: pass 111 tokens original MIT

thoughtbox:research

39

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 51 tokens original MIT

Kastalien-Research/thoughtbox

Skill Claude Code

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…

not rated 64 1mo ago A SkillSpector: pass 97 tokens original MIT

thoughtbox-team

41

Kastalien-Research/thoughtbox

Skill Claude Code

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…

not rated 64 1mo ago A SkillSpector: pass 96 tokens original MIT

ulc-loop

42

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: warn 35 tokens original MIT

ulysses-protocol

43

Kastalien-Research/thoughtbox

Skill Claude Code

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.

not rated 64 1mo ago A SkillSpector: pass 42 tokens original MIT

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…

not rated 64 1mo ago A SkillSpector: pass 78 tokens original MIT

workflow-ideation

45

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 33 tokens original MIT

workflow-reflection

46

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 33 tokens original MIT

workflow-revision

47

Kastalien-Research/thoughtbox

Skill Claude Code

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

not rated 64 1mo ago A SkillSpector: pass 26 tokens original MIT

workflow-tournament

48

Kastalien-Research/thoughtbox

Skill Claude Code needs its repo

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.

not rated 64 1mo ago A SkillSpector: warn 36 tokens original MIT

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