Preamble (runs on skill start)
# Version check (silent if up to date)
python3 telemetry/version_check.py 2>/dev/null || true
# Telemetry opt-in (first run only, then remembers your choice)
python3 telemetry/telemetry_init.py 2>/dev/null || true
Privacy: This skill logs usage locally to ~/.ai-marketing-skills/analytics/. Remote telemetry is opt-in only. No code, file paths, or repo content is ever collected. See telemetry/README.md.
Cold Outbound Optimizer
Startup: Determine Mode
Ask the user:
- Do you have an existing Instantly account with campaigns to audit, or are you starting from scratch?
- Do you have an Instantly API key? (Required for audit mode.)
If API key provided → run scripts/instantly-audit.py to pull campaigns, account inventory, and warmup scores before proceeding.
Phase 1: Discovery & Audit
1A — Infrastructure Check (if API key available)
Run python3 scripts/instantly-audit.py --api-key <KEY> and report:
- Active campaigns (name, status, reply rate, open rate)
- Sending accounts (count, warmup score, daily limit)
- Domain inventory
- Warmup gaps: any account with score <80 or <14 days warmup → flag as NOT ready
1B — Performance Data
- Pull campaign analytics from Instantly
- Ask: "Do you have a spreadsheet with historical outbound data?" If yes, request link.
1C — ICP Definition
If no ICP defined, collect:
- Titles: Who are you targeting? (e.g., VP Marketing, Head of Growth)
- Industries: Which verticals?
- Company size: Employee count or revenue range?
- Revenue floor: Minimum ARR/revenue to qualify?
- Anti-ICP: Who to explicitly exclude?
Use references/icp-template.md as the collection template.
1D — Business Context
Collect:
- What do you sell? (One sentence, no jargon)
- What's the primary offer? (Free trial, audit, demo, consultation)
- Real URLs to reference (pricing page, case studies, relevant content)
- Any proof points? (Client results, stats, social proof)
1E — Expert Panel Config
Default: 10 experts (see references/expert-panel.md).
Ask: "Any industry-specific experts to add, or panelists to swap?" Confirm roster before scoring.
Phase 2: Expert Panel Recursive Scoring
Target: 90/100. Non-negotiable. Iterate until reached.
Round Structure
Each round produces:
- Score table — all 10 panelists, individual score (0-100), one-line rationale
- Aggregate score — average of all 10
- Top weaknesses — ranked list of what's holding the copy back
- Changes made — specific edits addressing each weakness
- Updated copy — full revised sequence after changes
Scoring Criteria (per panelist's lens — see references/expert-panel.md)
- Subject line curiosity / open rate potential
- First sentence pattern interrupt
- Body clarity and brevity
- CTA softness and specificity
- Sequence flow and follow-up logic
- Deliverability risk signals (spam words, link density)
- Personalization believability
Rules
- Scores must be brutally honest. No padding to 90 without earning it.
- If round score < 90: identify top 3 weaknesses, revise copy, run next round.
- If round score ≥ 90: finalize copy and proceed to deliverables.
- Show every round in the final doc — the iteration trail is part of the value.
Phase 3: Deliverables
Strategy Doc
Create a document (Google Doc, Notion, or markdown) with:
- Pre-Analysis / Brutal Truth — what the existing campaigns are doing wrong (or baseline if starting from scratch)
- ICP Summary — confirmed targeting parameters
- Infrastructure Status — account inventory, warmup readiness, capacity math
- Scoring Rounds — full panel vote tables for every round
- Final Email Copy — all steps for all campaigns, Instantly-ready format
- Implementation Plan — step-by-step setup instructions
- Capacity Math — accounts × daily send rate = pipeline projections
- Weekly Metrics Targets — open rate, reply rate, positive reply rate, meetings booked
- STOP List — what to kill immediately
- START List — what to launch first
Format Rules for Final Copy
Follow all rules in references/instantly-rules.md and references/copy-rules.md.
Human Review Gate
Do NOT push anything to Instantly automatically. The doc is for human review. Get explicit approval before any API writes.
Iteration
After review, collect feedback and re-run scoring on revised copy if needed.
Capacity Math Formula
Accounts ready (score ≥80, ≥14 days warmup) × 30 emails/day = conservative daily volume
Accounts ready × 50 emails/day = aggressive daily volume
Daily volume × 22 working days = monthly send capacity
Monthly sends × expected reply rate = expected replies
Expected replies × qualification rate = pipeline opportunities
Weekly Metrics Targets (Baselines)
| Metric |
Good |
Great |
| Open rate |
40%+ |
60%+ |
| Reply rate |
3%+ |
7%+ |
| Positive reply rate |
1%+ |
3%+ |
| Meeting rate |
0.5%+ |
1.5%+ |
Adjust targets based on niche and offer. Cold traffic to a free audit converts differently than a paid trial.
Add-On Recommendations (mention but don't build)
- LinkedIn automation: HeyReach or similar for multi-channel sequences. Separate workflow.
- Lead enrichment: Clay or Apollo for personalization data before upload.
- Lead pipeline: Use
scripts/lead-pipeline.py for Apollo → LeadMagic → Instantly automation.
Reference Files
| File |
Purpose |
references/instantly-rules.md |
Variable syntax, sequence structure, deliverability rules |
references/expert-panel.md |
Default 10-expert roster with scoring lenses |
references/copy-rules.md |
Email copy rules (first sentence, CTA, stats framing) |
references/icp-template.md |
ICP data collection template |
scripts/instantly-audit.py |
Pulls campaigns, accounts, warmup scores via Instantly v2 API |
scripts/lead-pipeline.py |
End-to-end lead sourcing pipeline |
scripts/competitive-monitor.py |
Competitor tracking and intelligence |
scripts/cross-signal-detector.py |
Multi-source signal detection |
scripts/cold-outbound-sender.py |
Send approved outbound emails |
1---2name: outbound-engine3description: Design, analyze, and optimize cold outbound email campaigns for Instantly. Handles end-to-end ICP definition, expert panel scoring (recursive to 90+), sequence copywriting, infrastructure audit, capacity planning, and implementation docs. Use when asked to build cold outbound sequences, optimize cold email, analyze outbound campaigns, build sales sequences, build Instantly sequences, create cold outbound strategies, or design email campaigns. Supports both "start from scratch" and "optimize existing" modes.4---5
6
7## Preamble (runs on skill start)
8
9```bash
10# Version check (silent if up to date)
11python3 telemetry/version_check.py 2>/dev/null || true
12
13# Telemetry opt-in (first run only, then remembers your choice)
14python3 telemetry/telemetry_init.py 2>/dev/null || true
15```
16
17> **Privacy:** This skill logs usage locally to `~/.ai-marketing-skills/analytics/`. Remote telemetry is opt-in only. No code, file paths, or repo content is ever collected. See `telemetry/README.md`.
18
19---
20
21# Cold Outbound Optimizer
22
23---
24
25## Startup: Determine Mode
26
27Ask the user:
281. Do you have an **existing Instantly account** with campaigns to audit, or are you **starting from scratch**?
292. Do you have an **Instantly API key**? (Required for audit mode.)
30
31If API key provided → run `scripts/instantly-audit.py` to pull campaigns, account inventory, and warmup scores before proceeding.
32
33---
34
35## Phase 1: Discovery & Audit
36
37### 1A — Infrastructure Check (if API key available)
38Run `python3 scripts/instantly-audit.py --api-key <KEY>` and report:
39- Active campaigns (name, status, reply rate, open rate)
40- Sending accounts (count, warmup score, daily limit)
41- Domain inventory
42- Warmup gaps: any account with score <80 or <14 days warmup → flag as NOT ready
43
44### 1B — Performance Data
45- Pull campaign analytics from Instantly
46- Ask: "Do you have a spreadsheet with historical outbound data?" If yes, request link.
47
48### 1C — ICP Definition
49If no ICP defined, collect:
50- **Titles:** Who are you targeting? (e.g., VP Marketing, Head of Growth)
51- **Industries:** Which verticals?
52- **Company size:** Employee count or revenue range?
53- **Revenue floor:** Minimum ARR/revenue to qualify?
54- **Anti-ICP:** Who to explicitly exclude?
55
56Use `references/icp-template.md` as the collection template.
57
58### 1D — Business Context
59Collect:
60- What do you sell? (One sentence, no jargon)
61- What's the primary offer? (Free trial, audit, demo, consultation)
62- Real URLs to reference (pricing page, case studies, relevant content)
63- Any proof points? (Client results, stats, social proof)
64
65### 1E — Expert Panel Config
66Default: 10 experts (see `references/expert-panel.md`).
67Ask: "Any industry-specific experts to add, or panelists to swap?" Confirm roster before scoring.
68
69---
70
71## Phase 2: Expert Panel Recursive Scoring
72
73**Target: 90/100. Non-negotiable. Iterate until reached.**
74
75### Round Structure
76Each round produces:
771. **Score table** — all 10 panelists, individual score (0-100), one-line rationale
782. **Aggregate score** — average of all 10
793. **Top weaknesses** — ranked list of what's holding the copy back
804. **Changes made** — specific edits addressing each weakness
815. **Updated copy** — full revised sequence after changes
82
83### Scoring Criteria (per panelist's lens — see `references/expert-panel.md`)
84- Subject line curiosity / open rate potential
85- First sentence pattern interrupt
86- Body clarity and brevity
87- CTA softness and specificity
88- Sequence flow and follow-up logic
89- Deliverability risk signals (spam words, link density)
90- Personalization believability
91
92### Rules
93- Scores must be brutally honest. No padding to 90 without earning it.
94- If round score < 90: identify top 3 weaknesses, revise copy, run next round.
95- If round score ≥ 90: finalize copy and proceed to deliverables.
96- Show every round in the final doc — the iteration trail is part of the value.
97
98---
99
100## Phase 3: Deliverables
101
102### Strategy Doc
103Create a document (Google Doc, Notion, or markdown) with:
104
1051. **Pre-Analysis / Brutal Truth** — what the existing campaigns are doing wrong (or baseline if starting from scratch)
1062. **ICP Summary** — confirmed targeting parameters
1073. **Infrastructure Status** — account inventory, warmup readiness, capacity math
1084. **Scoring Rounds** — full panel vote tables for every round
1095. **Final Email Copy** — all steps for all campaigns, Instantly-ready format
1106. **Implementation Plan** — step-by-step setup instructions
1117. **Capacity Math** — accounts × daily send rate = pipeline projections
1128. **Weekly Metrics Targets** — open rate, reply rate, positive reply rate, meetings booked
1139. **STOP List** — what to kill immediately
11410. **START List** — what to launch first
115
116### Format Rules for Final Copy
117Follow all rules in `references/instantly-rules.md` and `references/copy-rules.md`.
118
119### Human Review Gate
120**Do NOT push anything to Instantly automatically.** The doc is for human review. Get explicit approval before any API writes.
121
122### Iteration
123After review, collect feedback and re-run scoring on revised copy if needed.
124
125---
126
127## Capacity Math Formula
128
129```
130Accounts ready (score ≥80, ≥14 days warmup) × 30 emails/day = conservative daily volume
131Accounts ready × 50 emails/day = aggressive daily volume
132Daily volume × 22 working days = monthly send capacity
133Monthly sends × expected reply rate = expected replies
134Expected replies × qualification rate = pipeline opportunities
135```
136
137---
138
139## Weekly Metrics Targets (Baselines)
140
141| Metric | Good | Great |
142|--------|------|-------|
143| Open rate | 40%+ | 60%+ |
144| Reply rate | 3%+ | 7%+ |
145| Positive reply rate | 1%+ | 3%+ |
146| Meeting rate | 0.5%+ | 1.5%+ |
147
148Adjust targets based on niche and offer. Cold traffic to a free audit converts differently than a paid trial.
149
150---
151
152## Add-On Recommendations (mention but don't build)
153
154- **LinkedIn automation:** HeyReach or similar for multi-channel sequences. Separate workflow.
155- **Lead enrichment:** Clay or Apollo for personalization data before upload.
156- **Lead pipeline:** Use `scripts/lead-pipeline.py` for Apollo → LeadMagic → Instantly automation.
157
158---
159
160## Reference Files
161
162| File | Purpose |
163|------|---------|
164| `references/instantly-rules.md` | Variable syntax, sequence structure, deliverability rules |
165| `references/expert-panel.md` | Default 10-expert roster with scoring lenses |
166| `references/copy-rules.md` | Email copy rules (first sentence, CTA, stats framing) |
167| `references/icp-template.md` | ICP data collection template |
168| `scripts/instantly-audit.py` | Pulls campaigns, accounts, warmup scores via Instantly v2 API |
169| `scripts/lead-pipeline.py` | End-to-end lead sourcing pipeline |
170| `scripts/competitive-monitor.py` | Competitor tracking and intelligence |
171| `scripts/cross-signal-detector.py` | Multi-source signal detection |
172| `scripts/cold-outbound-sender.py` | Send approved outbound emails |