Bos Learn — Development skill for Claude Code
Phase 7 — measure the shipped change against its target and its kill criteria, decide keep, iterate or kill, and record the learning.
How to install Bos Learn
Installs to ~/.claude/skills/mariomile-builder-os-bos-learn/SKILL.md
mkdir -p ~/.claude/skills/mariomile-builder-os-bos-learn && curl -fsSL https://raw.githubusercontent.com/mariomile/builder-os/HEAD/commands/bos-learn.md -o ~/.claude/skills/mariomile-builder-os-bos-learn/SKILL.md Restart Claude Code, or start a new session, for it to be picked up.
What Bos Learn does
name: bos-learn description: "Phase 7 — measure the shipped change against its target and its kill criteria, decide keep, iterate or kill, and record the learning"
Run BuilderOS phase 7, orchestrating the analysis agents against the phase 2 target and the phase 3 kill criteria.
Phase 7 adds no new specialist. It reuses the analysis surface that already exists and holds it to the commitments the pipeline made earlier.
Steps
- Check pipeline state. Read the active initiative's
Alternatives in Development
- Iterate Implementation Plan — You are tasked with updating existing implementation plans based on user feedback 10k ★
- /triage — Quick triage to decide: submit or kill 1.8k ★
- Claw Code Agent — Claw Code No Rust No TypeScript Only Python 543 ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Autopilot
Autonomous session-orchestration loop with kill-switches (Phase C-1.b — all 10 kill-switches shipped)
Plan New
Plan a complex project with discovery, structure, and kill criteria
Cs Engineer Grill
Cross-role engineering grill — Matt Pocock 7 questions per role × 3 roles (fullstack / frontend / backend) = u
Bos ADR
Write an architecture decision record for a decision that is irreversible or expensive to unwind
Pmf
Measure product-market fit and decide whether growth work is even allowed yet
App Learn
Mine a shipped app's conventions into the living House Knowledge Base — adds net-new learnings to knowledge/.m
Related Agents
Idea Chair
5つの専門分析、Opportunity Scoutの提案、Criticの反証を統合し、アプリ案について最終意思決定を行う議長。要約は禁止。KEEP / ADD / CHANGE / REMOVE / REPLACE /
Idea Assessor
Spec-Kit idea assessor. Runs one assessment stage per call (intake, research, define, shape, decide) and ends
Cost Strategist
Use when a FinOps audit of vendor/cloud/AI spend is needed — vendor tally, waste by class, keep/kill/downgrade