About this template
Outbound that learns — without auto-sending
Static “outbound kits” rot. This Codex template is a dual loop:
- Loop 1 — Run (daily): sense → score → draft → you send → log outcome
- Loop 2 — Tune (weekly): one-concept edit → eval gate → PR → you merge
Source framing: Finet on X.
The undeniable demo
- Fork → set
OPENAI_API_KEYfor Codex BYOK. - Run
/outbound-loopon a real ICP and list. - Confirm drafts appear and nothing sends.
- Log one outcome, then later run
/outbound-tunefor a single concept change behind the eval gate.
What lands in your fork
- Prompts:
/outbound-loop,/outbound-score,/outbound-draft,/outbound-tune - Memory path for outcomes (
~/outbound-loop/memory/outcomes.jsonl) - Eval-gated weekly tune path (human merge)
BYOK
OPENAI_API_KEY (or your Codex login path). No sequencer keys required for the draft loop.
Who this is for
- Codex users who treat outbound as a system, not a one-off GPT paste
- Teams that will log outcomes honestly
- People who refuse auto-send on day one
Who this is not for
- “Spray 10k emails tonight” buyers
- Users who need Instantly/Smartlead auto-fire baked in
- Non-Codex harnesses
Risk note
jurniti 30-day money-back on first purchase. Model + sequencer costs are yours.
Fork it. Run Loop 1 once. Log a real outcome.