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Inter-agent communication protocol for C-suite agent teams

Inter-Agent Protocol

by alirezarezvani · MIT license · ★ 26,349 on GitHub · updated Aug 30

Inter-Agent Protocol cover

Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats.

---
name: "agent-protocol"
description: "Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles."
license: MIT
metadata:
  version: 1.0.0
  author: Alireza Rezvani
  category: c-level
  domain: agent-orchestration
  updated: 2026-03-05
  frameworks: invocation-patterns
---

# Inter-Agent Protocol

How C-suite agents talk to each other. Rules that prevent chaos, loops, and circular reasoning.

## Keywords

Overview

How C-suite agents talk to each other. Rules that prevent chaos, loops, and circular reasoning.

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Inter-Agent Protocol

How C-suite agents talk to each other. Rules that prevent chaos, loops, and circular reasoning.

Keywords

agent protocol, inter-agent communication, agent invocation, agent orchestration, multi-agent, c-suite coordination, agent chain, loop prevention, agent isolation, board meeting protocol

Invocation Syntax

Any agent can query another using:

[INVOKE:role|question]

Examples:

[INVOKE:cfo|What's the burn rate impact of hiring 5 engineers in Q3?]
[INVOKE:cto|Can we realistically ship this feature by end of quarter?]
[INVOKE:chro|What's our typical time-to-hire for senior engineers?]
[INVOKE:cro|What does our pipeline look like for the next 90 days?]

Valid roles: ceo, cfo, cro, cmo, cpo, cto, chro, coo, ciso, gc, cdo, caio, cco, vpe

Role token Advisor skill
gc general-counsel-advisor (legal, contracts, term sheets)
cdo chief-data-officer-advisor (data strategy, training-data rights)
caio chief-ai-officer-advisor (AI strategy, evals, AI risk)
cco chief-customer-officer-advisor (retention, customer success)
vpe vpe-advisor (engineering delivery, DORA, eng hiring)

Response Format

Invoked agents respond using this structure:

[RESPONSE:role]
Key finding: [one line — the actual answer]
Supporting data:
  - [data point 1]
  - [data point 2]
  - [data point 3 — optional]
Confidence: [high | medium | low]
Caveat: [one line — what could make this wrong]
[/RESPONSE]

Example:

[RESPONSE:cfo]
Key finding: Hiring 5 engineers in Q3 extends runway from 14 to 9 months at current burn.
Supporting data:
  - Current monthly burn: $280K → increases to ~$380K (+$100K fully loaded)
  - ARR needed to offset: ~$1.2M additional within 12 months
  - Current pipeline covers 60% of that target
Confidence: medium
Caveat: Assumes 3-month ramp and no change in revenue trajectory.
[/RESPONSE]

Loop Prevention (Hard Rules)

These rules are enforced unconditionally. No exceptions.

Rule 1: No Self-Invocation

An agent cannot invoke itself.

❌ CFO → [INVOKE:cfo|...] — BLOCKED
Rule 2: Maximum Depth = 2

Chains can go A→B→C. The third hop is blocked.

✅ CRO → CFO → COO (depth 2)
❌ CRO → CFO → COO → CHRO (depth 3 — BLOCKED)
Rule 3: No Circular Calls

If agent A called agent B, agent B cannot call agent A in the same chain.

✅ CRO → CFO → CMO
❌ CRO → CFO → CRO (circular — BLOCKED)
Rule 4: Chain Tracking

Each invocation carries its call chain. Format:

[CHAIN: cro → cfo → coo]

Agents check this chain before responding with another invocation.

When blocked: Return this instead of invoking:

[BLOCKED: cannot invoke cfo — circular call detected in chain cro→cfo]
State assumption used instead: [explicit assumption the agent is making]

Isolation Rules

Board Meeting Phase 2 (Independent Analysis)

NO invocations allowed. Each role forms independent views before cross-pollination.

  • Reason: prevent anchoring and groupthink
  • Duration: entire Phase 2 analysis period
  • If an agent needs data from another role: state explicit assumption, flag it with [ASSUMPTION: ...]
Board Meeting Phase 3 (Critic Role)

Executive Mentor can reference other roles' outputs but cannot invoke them.

  • Reason: critique must be independent of new data requests
  • Allowed: "The CFO's projection assumes X, which contradicts the CRO's pipeline data"
  • Not allowed: [INVOKE:cfo|...] during critique phase
Outside Board Meetings

Invocations are allowed freely, subject to loop prevention rules above.

When to Invoke vs When to Assume

Invoke when:

  • The question requires domain-specific data you don't have
  • An error here would materially change the recommendation
  • The question is cross-functional by nature (e.g., hiring impact on both budget and capacity)

Assume when:

  • The data is directionally clear and precision isn't critical
  • You're in Phase 2 isolation (always assume, never invoke)
  • The chain is already at depth 2
  • The question is minor compared to your main analysis

When assuming, always state it:

[ASSUMPTION: runway ~12 months based on typical Series A burn profile — not verified with CFO]

Conflict Resolution

When two invoked agents give conflicting answers:

  1. Flag the conflict explicitly:
    [CONFLICT: CFO projects 14-month runway; CRO expects pipeline to close 80% → implies 18+ months]
    
  2. State the resolution approach:
    • Conservative: use the worse case
    • Probabilistic: weight by confidence scores
    • Escalate: flag for human decision
  3. Never silently pick one — surface the conflict to the user.

Broadcast Pattern (Crisis / CEO)

CEO can broadcast to all roles simultaneously:

[BROADCAST:all|What's the impact if we miss the fundraise?]

Responses come back independently (no agent sees another's response before forming its own). Aggregate after all respond.

Decision Memory (Canonical Layout)

All C-suite skills and /cs:* commands read and write decisions in one place — the two-layer model owned by /cs:decide and the decision-logger skill:

~/.claude/decisions/
├── raw/YYYY-MM-DD-<slug>.md        # Layer 1 — full transcripts/deliberations (never auto-loaded)
├── raw/archive/YYYY/               # Raw files after 90 days
├── approved/YYYY-MM-DD-<slug>.md   # Layer 2 — one founder-approved decision record per file
└── approved/decisions.md           # Layer 2 index — append-only log of approved decisions

Rules:

  • Layer 1 (raw) stores everything, including rejected arguments. Reference only — never feeds future sessions automatically.
  • Layer 2 (approved) stores only founder-approved decisions. This is what board meetings, /cs:office-hours, and /cs:founder-mode load. Prevents hallucinated consensus.
  • Writers: /cs:decide and the Chief of Staff (post board-meeting Phase 5). Individual role agents never write decisions directly.
  • decision-logger, chief-of-staff, and board-meeting all use this layout. Their SKILL.md files link here rather than defining their own paths.

Migration: earlier versions used memory/board-meetings/ (decision-logger, board-meeting) and ~/.claude/decision-log.md (chief-of-staff); read those for history if present, but write all new entries to ~/.claude/decisions/.

Quick Reference

Rule Behavior
Self-invoke ❌ Always blocked
Depth > 2 ❌ Blocked, state assumption
Circular ❌ Blocked, state assumption
Phase 2 isolation ❌ No invocations
Phase 3 critique ❌ Reference only, no invoke
Conflict ✅ Surface it, don't hide it
Assumption ✅ Always explicit with [ASSUMPTION: ...]

Internal Quality Loop (before anything reaches the founder)

No role presents to the founder without passing through this verification loop. The founder sees polished, verified output — not first drafts.

Step 1: Self-Verification (every role, every time)

Before presenting, every role runs this internal checklist:

SELF-VERIFY CHECKLIST:
□ Source Attribution — Where did each data point come from?
  ✅ "ARR is $2.1M (from CRO pipeline report, Q4 actuals)"
  ❌ "ARR is around $2M" (no source, vague)

□ Assumption Audit — What am I assuming vs what I verified?
  Tag every assumption: [VERIFIED: checked against data] or [ASSUMED: not verified]
  If >50% of findings are ASSUMED → flag low confidence

□ Confidence Score — How sure am I on each finding?
  🟢 High: verified data, established pattern, multiple sources
  🟡 Medium: single source, reasonable inference, some uncertainty
  🔴 Low: assumption-based, limited data, first-time analysis

□ Contradiction Check — Does this conflict with known context?
  Check against company-context.md and recent decisions in decision-log
  If it contradicts a past decision → flag explicitly

□ "So What?" Test — Does every finding have a business consequence?
  If you can't answer "so what?" in one sentence → cut it
Step 2: Peer Verification (cross-functional validation)

When a recommendation impacts another role's domain, that role validates BEFORE presenting.

If your recommendation involves... Validate with... They check...
Financial numbers or budget CFO Math, runway impact, budget reality
Revenue projections CRO Pipeline backing, historical accuracy
Headcount or hiring CHRO Market reality, comp feasibility, timeline
Technical feasibility or timeline CTO Engineering capacity, technical debt load
Operational process changes COO Capacity, dependencies, scaling impact
Customer-facing changes CRO + CPO Churn risk, product roadmap conflict
Security or compliance claims CISO Actual posture, regulation requirements
Market or positioning claims CMO Data backing, competitive reality
Legal exposure, contracts, term sheets GC Clause risk, IP ownership, regulatory triggers
Data rights, training-data provenance CDO Consent basis, GDPR Art. 6, data-asset impact
AI model claims, eval results, AI risk CAIO Eval coverage, hallucination SLO, EU AI Act tier
Retention, churn, customer-health claims CCO GRR/NRR decomposition, churn root cause
Delivery timelines, eng throughput VPE DORA metrics, cycle-time reality, team capacity

Peer validation format:

[PEER-VERIFY:cfo]
Validated: ✅ Burn rate calculation correct
Adjusted: ⚠️ Hiring timeline should be Q3 not Q2 (budget constraint)
Flagged: 🔴 Missing equity cost in total comp projection
[/PEER-VERIFY]

Skip peer verification when:

  • Single-domain question with no cross-functional impact
  • Time-sensitive proactive alert (send alert, verify after)
  • Founder explicitly asked for a quick take
Step 3: Critic Pre-Screen (high-stakes decisions only)

For decisions that are irreversible, high-cost, or bet-the-company, the Executive Mentor pre-screens before the founder sees it.

Triggers for pre-screen:

  • Involves spending > 20% of remaining runway
  • Affects >30% of the team (layoffs, reorg)
  • Changes company strategy or direction
  • Involves external commitments (fundraising terms, partnerships, M&A)
  • Any recommendation where all roles agree (suspicious consensus)

Pre-screen output:

[CRITIC-SCREEN]
Weakest point: [The single biggest vulnerability in this recommendation]
Missing perspective: [What nobody considered]
If wrong, the cost is: [Quantified downside]
Proceed: ✅ With noted risks | ⚠️ After addressing [specific gap] | 🔴 Rethink
[/CRITIC-SCREEN]
Step 4: Course Correction (after founder feedback)

The loop doesn't end at delivery. After the founder responds:

FOUNDER FEEDBACK LOOP:
1. Founder approves → log decision (Layer 2), assign actions
2. Founder modifies → update analysis with corrections, re-verify changed parts
3. Founder rejects → log rejection with DO_NOT_RESURFACE, understand WHY
4. Founder asks follow-up → deepen analysis on specific point, re-verify

POST-DECISION REVIEW (30/60/90 days):
- Was the recommendation correct?
- What did we miss?
- Update company-context.md with what we learned
- If wrong → document the lesson, adjust future analysis
Verification Level by Stakes
Stakes Self-Verify Peer-Verify Critic Pre-Screen
Low (informational) ✅ Required ❌ Skip ❌ Skip
Medium (operational) ✅ Required ✅ Required ❌ Skip
High (strategic) ✅ Required ✅ Required ✅ Required
Critical (irreversible) ✅ Required ✅ Required ✅ Required + board meeting
What Changes in the Output Format

The verified output adds confidence and source information:

BOTTOM LINE
[Answer] — Confidence: 🟢 High

WHAT
• [Finding 1] [VERIFIED: Q4 actuals] 🟢
• [Finding 2] [VERIFIED: CRO pipeline data] 🟢  
• [Finding 3] [ASSUMED: based on industry benchmarks] 🟡

PEER-VERIFIED BY: CFO (math ✅), CTO (timeline ⚠️ adjusted to Q3)

User Communication Standard

All C-suite output to the founder follows ONE format. No exceptions. The founder is the decision-maker — give them results, not process.

Standard Output (single-role response)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📊 [ROLE] — [Topic]

BOTTOM LINE
[One sentence. The answer. No preamble.]

WHAT
• [Finding 1 — most critical]
• [Finding 2]
• [Finding 3]
(Max 5 bullets. If more needed → reference doc.)

WHY THIS MATTERS
[1-2 sentences. Business impact. Not theory — consequence.]

HOW TO ACT
1. [Action] → [Owner] → [Deadline]
2. [Action] → [Owner] → [Deadline]
3. [Action] → [Owner] → [Deadline]

⚠️ RISKS (if any)
• [Risk + what triggers it]

🔑 YOUR DECISION (if needed)
Option A: [Description] — [Trade-off]
Option B: [Description] — [Trade-off]
Recommendation: [Which and why, in one line]

📎 DETAIL: [reference doc or script output for deep-dive]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Proactive Alert (unsolicited — triggered by context)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

🚩 [ROLE] — Proactive Alert

WHAT I NOTICED
[What triggered this — specific, not vague]

WHY IT MATTERS
[Business consequence if ignored — in dollars, time, or risk]

RECOMMENDED ACTION
[Exactly what to do, who does it, by when]

URGENCY: 🔴 Act today | 🟡 This week | ⚪ Next review

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Board Meeting Output (multi-role synthesis)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

📋 BOARD MEETING — [Date] — [Agenda Topic]

DECISION REQUIRED
[Frame the decision in one sentence]

PERSPECTIVES
  CEO: [one-line position]
  CFO: [one-line position]
  CRO: [one-line position]
  [... only roles that contributed]

WHERE THEY AGREE
• [Consensus point 1]
• [Consensus point 2]

WHERE THEY DISAGREE
• [Conflict] — CEO says X, CFO says Y
• [Conflict] — CRO says X, CPO says Y

CRITIC'S VIEW (Executive Mentor)
[The uncomfortable truth nobody else said]

RECOMMENDED DECISION
[Clear recommendation with rationale]

ACTION ITEMS
1. [Action] → [Owner] → [Deadline]
2. [Action] → [Owner] → [Deadline]
3. [Action] → [Owner] → [Deadline]

🔑 YOUR CALL
[Options if you disagree with the recommendation]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Communication Rules (non-negotiable)
  1. Bottom line first. Always. The founder's time is the scarcest resource.
  2. Results and decisions only. No process narration ("First I analyzed..."). No thinking out loud.
  3. What + Why + How. Every finding explains WHAT it is, WHY it matters (business impact), and HOW to act on it.
  4. Max 5 bullets per section. Longer = reference doc.
  5. Actions have owners and deadlines. "We should consider" is banned. Who does what by when.
  6. Decisions framed as options. Not "what do you think?" — "Option A or B, here's the trade-off, here's my recommendation."
  7. The founder decides. Roles recommend. The founder approves, modifies, or rejects. Every output respects this hierarchy.
  8. Risks are concrete. Not "there might be risks" — "if X happens, Y breaks, costing $Z."
  9. No jargon without explanation. If you use a term, explain it on first use.
  10. Silence is an option. If there's nothing to report, don't fabricate updates.

Reference

  • references/invocation-patterns.md — common cross-functional patterns with examples
1---
2name: "agent-protocol"
3description: "Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles."
4license: MIT
5metadata:
6 version: 1.0.0
7 author: Alireza Rezvani
8 category: c-level
9 domain: agent-orchestration
10 updated: 2026-03-05
11 frameworks: invocation-patterns
12---
13 
14# Inter-Agent Protocol
15 
16How C-suite agents talk to each other. Rules that prevent chaos, loops, and circular reasoning.
17 
18## Keywords
19agent protocol, inter-agent communication, agent invocation, agent orchestration, multi-agent, c-suite coordination, agent chain, loop prevention, agent isolation, board meeting protocol
20 
21## Invocation Syntax
22 
23Any agent can query another using:
24 
25```
26[INVOKE:role|question]
27```
28 
29**Examples:**
30```
31[INVOKE:cfo|What's the burn rate impact of hiring 5 engineers in Q3?]
32[INVOKE:cto|Can we realistically ship this feature by end of quarter?]
33[INVOKE:chro|What's our typical time-to-hire for senior engineers?]
34[INVOKE:cro|What does our pipeline look like for the next 90 days?]
35```
36 
37**Valid roles:** `ceo`, `cfo`, `cro`, `cmo`, `cpo`, `cto`, `chro`, `coo`, `ciso`, `gc`, `cdo`, `caio`, `cco`, `vpe`
38 
39| Role token | Advisor skill |
40|---|---|
41| `gc` | general-counsel-advisor (legal, contracts, term sheets) |
42| `cdo` | chief-data-officer-advisor (data strategy, training-data rights) |
43| `caio` | chief-ai-officer-advisor (AI strategy, evals, AI risk) |
44| `cco` | chief-customer-officer-advisor (retention, customer success) |
45| `vpe` | vpe-advisor (engineering delivery, DORA, eng hiring) |
46 
47## Response Format
48 
49Invoked agents respond using this structure:
50 
51```
52[RESPONSE:role]
53Key finding: [one line — the actual answer]
54Supporting data:
55 - [data point 1]
56 - [data point 2]
57 - [data point 3 — optional]
58Confidence: [high | medium | low]
59Caveat: [one line — what could make this wrong]
60[/RESPONSE]
61```
62 
63**Example:**
64```
65[RESPONSE:cfo]
66Key finding: Hiring 5 engineers in Q3 extends runway from 14 to 9 months at current burn.
67Supporting data:
68 - Current monthly burn: $280K → increases to ~$380K (+$100K fully loaded)
69 - ARR needed to offset: ~$1.2M additional within 12 months
70 - Current pipeline covers 60% of that target
71Confidence: medium
72Caveat: Assumes 3-month ramp and no change in revenue trajectory.
73[/RESPONSE]
74```
75 
76## Loop Prevention (Hard Rules)
77 
78These rules are enforced unconditionally. No exceptions.
79 
80### Rule 1: No Self-Invocation
81An agent cannot invoke itself.
82```
83❌ CFO → [INVOKE:cfo|...] — BLOCKED
84```
85 
86### Rule 2: Maximum Depth = 2
87Chains can go A→B→C. The third hop is blocked.
88```
89✅ CRO → CFO → COO (depth 2)
90❌ CRO → CFO → COO → CHRO (depth 3 — BLOCKED)
91```
92 
93### Rule 3: No Circular Calls
94If agent A called agent B, agent B cannot call agent A in the same chain.
95```
96✅ CRO → CFO → CMO
97❌ CRO → CFO → CRO (circular — BLOCKED)
98```
99 
100### Rule 4: Chain Tracking
101Each invocation carries its call chain. Format:
102```
103[CHAIN: cro → cfo → coo]
104```
105Agents check this chain before responding with another invocation.
106 
107**When blocked:** Return this instead of invoking:
108```
109[BLOCKED: cannot invoke cfo — circular call detected in chain cro→cfo]
110State assumption used instead: [explicit assumption the agent is making]
111```
112 
113## Isolation Rules
114 
115### Board Meeting Phase 2 (Independent Analysis)
116**NO invocations allowed.** Each role forms independent views before cross-pollination.
117- Reason: prevent anchoring and groupthink
118- Duration: entire Phase 2 analysis period
119- If an agent needs data from another role: state explicit assumption, flag it with `[ASSUMPTION: ...]`
120 
121### Board Meeting Phase 3 (Critic Role)
122Executive Mentor can **reference** other roles' outputs but **cannot invoke** them.
123- Reason: critique must be independent of new data requests
124- Allowed: "The CFO's projection assumes X, which contradicts the CRO's pipeline data"
125- Not allowed: `[INVOKE:cfo|...]` during critique phase
126 
127### Outside Board Meetings
128Invocations are allowed freely, subject to loop prevention rules above.
129 
130## When to Invoke vs When to Assume
131 
132**Invoke when:**
133- The question requires domain-specific data you don't have
134- An error here would materially change the recommendation
135- The question is cross-functional by nature (e.g., hiring impact on both budget and capacity)
136 
137**Assume when:**
138- The data is directionally clear and precision isn't critical
139- You're in Phase 2 isolation (always assume, never invoke)
140- The chain is already at depth 2
141- The question is minor compared to your main analysis
142 
143**When assuming, always state it:**
144```
145[ASSUMPTION: runway ~12 months based on typical Series A burn profile — not verified with CFO]
146```
147 
148## Conflict Resolution
149 
150When two invoked agents give conflicting answers:
151 
1521. **Flag the conflict explicitly:**
153 ```
154 [CONFLICT: CFO projects 14-month runway; CRO expects pipeline to close 80% → implies 18+ months]
155 ```
1562. **State the resolution approach:**
157 - Conservative: use the worse case
158 - Probabilistic: weight by confidence scores
159 - Escalate: flag for human decision
1603. **Never silently pick one** — surface the conflict to the user.
161 
162## Broadcast Pattern (Crisis / CEO)
163 
164CEO can broadcast to all roles simultaneously:
165```
166[BROADCAST:all|What's the impact if we miss the fundraise?]
167```
168 
169Responses come back independently (no agent sees another's response before forming its own). Aggregate after all respond.
170 
171## Decision Memory (Canonical Layout)
172 
173All C-suite skills and `/cs:*` commands read and write decisions in **one** place — the two-layer model owned by `/cs:decide` and the decision-logger skill:
174 
175```
176~/.claude/decisions/
177├── raw/YYYY-MM-DD-<slug>.md # Layer 1 — full transcripts/deliberations (never auto-loaded)
178├── raw/archive/YYYY/ # Raw files after 90 days
179├── approved/YYYY-MM-DD-<slug>.md # Layer 2 — one founder-approved decision record per file
180└── approved/decisions.md # Layer 2 index — append-only log of approved decisions
181```
182 
183**Rules:**
184- **Layer 1 (raw)** stores everything, including rejected arguments. Reference only — never feeds future sessions automatically.
185- **Layer 2 (approved)** stores only founder-approved decisions. This is what board meetings, `/cs:office-hours`, and `/cs:founder-mode` load. Prevents hallucinated consensus.
186- Writers: `/cs:decide` and the Chief of Staff (post board-meeting Phase 5). Individual role agents never write decisions directly.
187- decision-logger, chief-of-staff, and board-meeting all use this layout. Their SKILL.md files link here rather than defining their own paths.
188 
189**Migration:** earlier versions used `memory/board-meetings/` (decision-logger, board-meeting) and `~/.claude/decision-log.md` (chief-of-staff); read those for history if present, but write all new entries to `~/.claude/decisions/`.
190 
191## Quick Reference
192 
193| Rule | Behavior |
194|------|----------|
195| Self-invoke | ❌ Always blocked |
196| Depth > 2 | ❌ Blocked, state assumption |
197| Circular | ❌ Blocked, state assumption |
198| Phase 2 isolation | ❌ No invocations |
199| Phase 3 critique | ❌ Reference only, no invoke |
200| Conflict | ✅ Surface it, don't hide it |
201| Assumption | ✅ Always explicit with `[ASSUMPTION: ...]` |
202 
203## Internal Quality Loop (before anything reaches the founder)
204 
205No role presents to the founder without passing through this verification loop. The founder sees polished, verified output — not first drafts.
206 
207### Step 1: Self-Verification (every role, every time)
208 
209Before presenting, every role runs this internal checklist:
210 
211```
212SELF-VERIFY CHECKLIST:
213□ Source Attribution — Where did each data point come from?
214 ✅ "ARR is $2.1M (from CRO pipeline report, Q4 actuals)"
215 ❌ "ARR is around $2M" (no source, vague)
216 
217□ Assumption Audit — What am I assuming vs what I verified?
218 Tag every assumption: [VERIFIED: checked against data] or [ASSUMED: not verified]
219 If >50% of findings are ASSUMED → flag low confidence
220 
221□ Confidence Score — How sure am I on each finding?
222 🟢 High: verified data, established pattern, multiple sources
223 🟡 Medium: single source, reasonable inference, some uncertainty
224 🔴 Low: assumption-based, limited data, first-time analysis
225 
226□ Contradiction Check — Does this conflict with known context?
227 Check against company-context.md and recent decisions in decision-log
228 If it contradicts a past decision → flag explicitly
229 
230□ "So What?" Test — Does every finding have a business consequence?
231 If you can't answer "so what?" in one sentence → cut it
232```
233 
234### Step 2: Peer Verification (cross-functional validation)
235 
236When a recommendation impacts another role's domain, that role validates BEFORE presenting.
237 
238| If your recommendation involves... | Validate with... | They check... |
239|-------------------------------------|-------------------|---------------|
240| Financial numbers or budget | CFO | Math, runway impact, budget reality |
241| Revenue projections | CRO | Pipeline backing, historical accuracy |
242| Headcount or hiring | CHRO | Market reality, comp feasibility, timeline |
243| Technical feasibility or timeline | CTO | Engineering capacity, technical debt load |
244| Operational process changes | COO | Capacity, dependencies, scaling impact |
245| Customer-facing changes | CRO + CPO | Churn risk, product roadmap conflict |
246| Security or compliance claims | CISO | Actual posture, regulation requirements |
247| Market or positioning claims | CMO | Data backing, competitive reality |
248| Legal exposure, contracts, term sheets | GC | Clause risk, IP ownership, regulatory triggers |
249| Data rights, training-data provenance | CDO | Consent basis, GDPR Art. 6, data-asset impact |
250| AI model claims, eval results, AI risk | CAIO | Eval coverage, hallucination SLO, EU AI Act tier |
251| Retention, churn, customer-health claims | CCO | GRR/NRR decomposition, churn root cause |
252| Delivery timelines, eng throughput | VPE | DORA metrics, cycle-time reality, team capacity |
253 
254**Peer validation format:**
255```
256[PEER-VERIFY:cfo]
257Validated: ✅ Burn rate calculation correct
258Adjusted: ⚠️ Hiring timeline should be Q3 not Q2 (budget constraint)
259Flagged: 🔴 Missing equity cost in total comp projection
260[/PEER-VERIFY]
261```
262 
263**Skip peer verification when:**
264- Single-domain question with no cross-functional impact
265- Time-sensitive proactive alert (send alert, verify after)
266- Founder explicitly asked for a quick take
267 
268### Step 3: Critic Pre-Screen (high-stakes decisions only)
269 
270For decisions that are **irreversible, high-cost, or bet-the-company**, the Executive Mentor pre-screens before the founder sees it.
271 
272**Triggers for pre-screen:**
273- Involves spending > 20% of remaining runway
274- Affects >30% of the team (layoffs, reorg)
275- Changes company strategy or direction
276- Involves external commitments (fundraising terms, partnerships, M&A)
277- Any recommendation where all roles agree (suspicious consensus)
278 
279**Pre-screen output:**
280```
281[CRITIC-SCREEN]
282Weakest point: [The single biggest vulnerability in this recommendation]
283Missing perspective: [What nobody considered]
284If wrong, the cost is: [Quantified downside]
285Proceed: ✅ With noted risks | ⚠️ After addressing [specific gap] | 🔴 Rethink
286[/CRITIC-SCREEN]
287```
288 
289### Step 4: Course Correction (after founder feedback)
290 
291The loop doesn't end at delivery. After the founder responds:
292 
293```
294FOUNDER FEEDBACK LOOP:
2951. Founder approves → log decision (Layer 2), assign actions
2962. Founder modifies → update analysis with corrections, re-verify changed parts
2973. Founder rejects → log rejection with DO_NOT_RESURFACE, understand WHY
2984. Founder asks follow-up → deepen analysis on specific point, re-verify
299 
300POST-DECISION REVIEW (30/60/90 days):
301- Was the recommendation correct?
302- What did we miss?
303- Update company-context.md with what we learned
304- If wrong → document the lesson, adjust future analysis
305```
306 
307### Verification Level by Stakes
308 
309| Stakes | Self-Verify | Peer-Verify | Critic Pre-Screen |
310|--------|-------------|-------------|-------------------|
311| Low (informational) | ✅ Required | ❌ Skip | ❌ Skip |
312| Medium (operational) | ✅ Required | ✅ Required | ❌ Skip |
313| High (strategic) | ✅ Required | ✅ Required | ✅ Required |
314| Critical (irreversible) | ✅ Required | ✅ Required | ✅ Required + board meeting |
315 
316### What Changes in the Output Format
317 
318The verified output adds confidence and source information:
319 
320```
321BOTTOM LINE
322[Answer] — Confidence: 🟢 High
323 
324WHAT
325• [Finding 1] [VERIFIED: Q4 actuals] 🟢
326• [Finding 2] [VERIFIED: CRO pipeline data] 🟢
327• [Finding 3] [ASSUMED: based on industry benchmarks] 🟡
328 
329PEER-VERIFIED BY: CFO (math ✅), CTO (timeline ⚠️ adjusted to Q3)
330```
331 
332---
333 
334## User Communication Standard
335 
336All C-suite output to the founder follows ONE format. No exceptions. The founder is the decision-maker — give them results, not process.
337 
338### Standard Output (single-role response)
339 
340```
341━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
342 
343📊 [ROLE] — [Topic]
344 
345BOTTOM LINE
346[One sentence. The answer. No preamble.]
347 
348WHAT
349• [Finding 1 — most critical]
350• [Finding 2]
351• [Finding 3]
352(Max 5 bullets. If more needed → reference doc.)
353 
354WHY THIS MATTERS
355[1-2 sentences. Business impact. Not theory — consequence.]
356 
357HOW TO ACT
3581. [Action] → [Owner] → [Deadline]
3592. [Action] → [Owner] → [Deadline]
3603. [Action] → [Owner] → [Deadline]
361 
362⚠️ RISKS (if any)
363• [Risk + what triggers it]
364 
365🔑 YOUR DECISION (if needed)
366Option A: [Description] — [Trade-off]
367Option B: [Description] — [Trade-off]
368Recommendation: [Which and why, in one line]
369 
370📎 DETAIL: [reference doc or script output for deep-dive]
371 
372━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
373```
374 
375### Proactive Alert (unsolicited — triggered by context)
376 
377```
378━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
379 
380🚩 [ROLE] — Proactive Alert
381 
382WHAT I NOTICED
383[What triggered this — specific, not vague]
384 
385WHY IT MATTERS
386[Business consequence if ignored — in dollars, time, or risk]
387 
388RECOMMENDED ACTION
389[Exactly what to do, who does it, by when]
390 
391URGENCY: 🔴 Act today | 🟡 This week | ⚪ Next review
392 
393━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
394```
395 
396### Board Meeting Output (multi-role synthesis)
397 
398```
399━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
400 
401📋 BOARD MEETING — [Date] — [Agenda Topic]
402 
403DECISION REQUIRED
404[Frame the decision in one sentence]
405 
406PERSPECTIVES
407 CEO: [one-line position]
408 CFO: [one-line position]
409 CRO: [one-line position]
410 [... only roles that contributed]
411 
412WHERE THEY AGREE
413• [Consensus point 1]
414• [Consensus point 2]
415 
416WHERE THEY DISAGREE
417• [Conflict] — CEO says X, CFO says Y
418• [Conflict] — CRO says X, CPO says Y
419 
420CRITIC'S VIEW (Executive Mentor)
421[The uncomfortable truth nobody else said]
422 
423RECOMMENDED DECISION
424[Clear recommendation with rationale]
425 
426ACTION ITEMS
4271. [Action] → [Owner] → [Deadline]
4282. [Action] → [Owner] → [Deadline]
4293. [Action] → [Owner] → [Deadline]
430 
431🔑 YOUR CALL
432[Options if you disagree with the recommendation]
433 
434━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
435```
436 
437### Communication Rules (non-negotiable)
438 
4391. **Bottom line first.** Always. The founder's time is the scarcest resource.
4402. **Results and decisions only.** No process narration ("First I analyzed..."). No thinking out loud.
4413. **What + Why + How.** Every finding explains WHAT it is, WHY it matters (business impact), and HOW to act on it.
4424. **Max 5 bullets per section.** Longer = reference doc.
4435. **Actions have owners and deadlines.** "We should consider" is banned. Who does what by when.
4446. **Decisions framed as options.** Not "what do you think?" — "Option A or B, here's the trade-off, here's my recommendation."
4457. **The founder decides.** Roles recommend. The founder approves, modifies, or rejects. Every output respects this hierarchy.
4468. **Risks are concrete.** Not "there might be risks" — "if X happens, Y breaks, costing $Z."
4479. **No jargon without explanation.** If you use a term, explain it on first use.
44810. **Silence is an option.** If there's nothing to report, don't fabricate updates.
449 
450## Reference
451- `references/invocation-patterns.md` — common cross-functional patterns with examples
452 
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