القائمة
Identify patterns across products — what's working that should propagate, what's failing in similar ways, what knowledge should become MEMORY.md entries.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Slice a goal into the smallest feature slices that can each be PROVEN — every slice ships with a named eval and an end-to-end test, and a slice you can't evaluate or test doesn't get selected. Use after the goal is set and before the spec, so only provable features make the build.
Guided, stateful provisioning of a product's production stack — deep-links, key-format validation, a secrets backend (fnox recommended, or user-touched .env.local), a resumable ledger, CLI automation after signup, and a blocking A1–A10 live gate. Hands off to /security-check → /ship. The walked version of SETUP.md.
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea.
Launch the factory's control plane — scaffold and fill FACTORY-ORDERS (weekly mandate + hard budget), STANDING-ORDERS (autonomous-program authority), HEARTBEAT (weekly pulse), and write lifecycle gates for every registered product. A deliberate one-time ritual (re-run to audit); invoke as /factory-launch, not auto-triggered.
One-shot a new product — folders, Next.js starter, product.config.json, CLAUDE.md, scope.md, PRD skeleton, SETUP.md checklist. The Lovable-like ignition.
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scope, or when parallel work is possible.
| name | cross-product-learner |
| description | Identify patterns across products — what's working that should propagate, what's failing in similar ways, what knowledge should become MEMORY.md entries. |
| model_tier | opus |
Saved to brain/decision-log/learnings-YYYY-MM-DD.md and updates to MEMORY.md:
## Cross-Product Learnings — <week of>
### Patterns that should propagate
1. **<pattern>** — first seen in <product>, observed again in <product>. Action: extract to <skill / template / knowledge-base file>.
2. ...
### Patterns that are failing repeatedly
1. **<anti-pattern>** — observed in <products>. Reason it keeps happening: <root cause>. Mitigation: <change>.
### New entries proposed for MEMORY.md
- [<title>](<file>) — <one-line hook>
### New entries proposed for factory/playbooks/
- factory/playbooks/<stage>/<filename>.md — covering <topic>
### Templates that need updating
- templates/<file> — change: <what>
### Skills that need updating
- skills/<name>/SKILL.md — change: <what>
decisions/ entries from the past week.decisions/ foldersbrain/decision-log/MEMORY.md