open-horizon-labs
@open-horizon-labs Organization
Public Skills
teach-oh
by open-horizon-labs
Project setup. Explore the codebase, ask about strategy and aims, write persistent context to AGENTS.md. Run when starting or when aims shift.
ship
by open-horizon-labs
Deliver code to users. Optimize the path from merged code to working install. Use when execution is complete and you need to get changes into users' hands.
problem-space
by open-horizon-labs
Map what we're optimizing and what constraints we treat as real. Use before jumping to solutions, when hitting repeated blockers, or when patches keep accumulating.
aim
by open-horizon-labs
Clarify the outcome you want - a change in user behavior, not a feature shipped. Use at the start of any work to ground the session in strategic intent.
problem-statement
by open-horizon-labs
Define the framing of a problem. Change the statement, change the solution space. Use when starting work, when solutions feel wrong, or when you suspect an X-Y problem.
dissent
by open-horizon-labs
Devil's advocate. Seek contrary evidence before locking in. Use when about to make a significant decision, when confidence is high but stakes are higher, or when the team is converging too quickly.
review
by open-horizon-labs
Check work and detect drift before committing. A second opinion that catches misalignment early. Use at natural pause points, before PRs, or when something feels off.
execute
by open-horizon-labs
Do the work. Pre-flight, build, detect drift, salvage if needed. Use when you have a clear aim and are ready to implement.
solution-space
by open-horizon-labs
Explore candidate solutions before committing. Use when you have a problem statement and need to evaluate approaches - band-aid, optimize, reframe, or redesign.
salvage
by open-horizon-labs
Extract learning before restarting. Code is a draft; learning is the asset. Use when work is drifting, approach has reversed 3+ times, or scope is expanding while "done" keeps fuzzing.