jason-hchsieh
26 verified skills
predict
Record an explicit predicted observation before a side-effecting tool call. Use whenever you are about to run a command, edit a file, or invoke any tool whose outcome you have not already observed. Upholds the predict-before-act invariant.
tools
probe
Run a cheap, reversible real probe to ground a belief instead of hallucinating. Use when dreamer confidence is low or when you catch yourself guessing about repository state.
testing
reflect
Surprise-triggered reflection. When a PostToolUse hook reports high prediction error (surprise >= 0.6), invoke /reflect to update beliefs via the belief-reviser and decide whether to continue, replan, reclarify, or ask the user.
tools
manage-plugins
Use when the user wants to add, remove, update, list, or sync plugins in this marketplace. Covers both remote (GitHub) and local plugin management, keeping marketplace.json and README.md in sync.
tools
evolve
Cluster related instincts into higher-order skills, commands, or agents
data-ai
learn
Extract reusable patterns from the current session and save them as instincts
tools
create-commits
Analyze staged and unstaged changes and create logical, atomic git commits with auto-detected or user-specified commit message style
testing
gitea
Gitea operations via gitea-mcp and tea CLI. Use when user mentions: gitea, tea, or when git remote shows a Gitea instance.
tools
runbook-register
Register a new runbook with a name, trigger condition, and list of actions to automate repetitive task sequences
tools
runbook-run
Manually execute a registered runbook by name, running its actions in sequence
tools
runbook-toggle
Enable or disable a registered runbook by name - disabled runbooks skip automatic trigger execution
tools
bump
Bump the project version following semver, update all version files per https://semver.org/
tools
changelog
Generate or update CHANGELOG.md using git-cliff from conventional commit history - see https://git-cliff.org/docs/category/usage
tools
version-check
Validate version consistency across all project files, check semver format, git tag alignment, and changelog synchronization per https://semver.org/
development
version-init
Bootstrap versioning for a project - detect project type, initialize git-cliff config, and generate initial CHANGELOG.md using semantic versioning
tools
runbook-list
List all registered runbooks with their triggers, actions, and enabled/disabled status
tools
instinct-export
Export learned instincts for sharing or backup
tools
instinct-import
Import instincts from an export file
tools
instinct-status
Display all learned instincts with their confidence scores and domains
data-ai
commit-push-pr
Create commits, push to remote, and open a PR/MR - auto-detects GitHub/Gitea/GitLab and skips PR if on the default branch
tools
commit-push
Create logical commits from current changes and push to remote - auto-detects GitHub/Gitea/GitLab and uses the appropriate CLI tool
tools
generate-and-execute
Generate a detailed prompt for Claude Code by analyzing the codebase, then execute it immediately after user confirmation
development
generate-prompt
Generate a detailed, context-rich prompt for Claude Code by analyzing the codebase and user intent - outputs the prompt for copying or saving
development
runbook-delete
Delete a registered runbook by name from .claude/runbooks.json
tools
plan-efe
Given a goal and a set of candidate next actions, rank them by Expected Free Energy (pragmatic + epistemic value) using past similar episodes, and pick the winner. Delegates scoring to the policy-selector subagent.
development
checkpoint
Snapshot the current belief state (and optionally git-stash the working tree) under a label, so a risky action can be rolled back if it produces high surprise or breaks acceptance tests.
testing