Files
claude-skills-reference/c-level-advisor/chief-of-staff/references/synthesis-framework.md
Alireza Rezvani 466aa13a7b feat: C-Suite expansion — 8 new executive advisory roles (2→10) (#264)
* feat: C-Suite expansion — 8 new executive advisory roles

Add COO, CPO, CMO, CFO, CRO, CISO, CHRO advisors and Executive Mentor.
Expands C-level advisory from 2 to 10 roles with 74 total files.

Each role includes:
- SKILL.md (lean, <5KB, ~1200 tokens for context efficiency)
- Reference docs (loaded on demand, not at startup)
- Python analysis scripts (stdlib only, runnable CLI)

Executive Mentor features /em: slash commands (challenge, board-prep,
hard-call, stress-test, postmortem) with devil's advocate agent.

21 Python tools, 24 reference frameworks, 28,379 total lines.
All SKILL.md files combined: ~17K tokens (8.5% of 200K context window).

Badge: 88 → 116 skills

* feat: C-Suite orchestration layer + 18 complementary skills

ORCHESTRATION (new):
- cs-onboard: Founder interview → company-context.md
- chief-of-staff: Routing, synthesis, inter-agent orchestration
- board-meeting: 6-phase multi-agent deliberation protocol
- decision-logger: Two-layer memory (raw transcripts + approved decisions)
- agent-protocol: Inter-agent invocation with loop prevention
- context-engine: Company context loading + anonymization

CROSS-CUTTING CAPABILITIES (new):
- board-deck-builder: Board/investor update assembly
- scenario-war-room: Cascading multi-variable what-if modeling
- competitive-intel: Systematic competitor tracking + battlecards
- org-health-diagnostic: Cross-functional health scoring (8 dimensions)
- ma-playbook: M&A strategy (acquiring + being acquired)
- intl-expansion: International market entry frameworks

CULTURE & COLLABORATION (new):
- culture-architect: Values → behaviors, culture code, health assessment
- company-os: EOS/Scaling Up operating system selection + implementation
- founder-coach: Founder development, delegation, blind spots
- strategic-alignment: Strategy cascade, silo detection, alignment scoring
- change-management: ADKAR-based change rollout framework
- internal-narrative: One story across employees/investors/customers

UPGRADES TO EXISTING ROLES:
- All 10 roles get reasoning technique directives
- All 10 roles get company-context.md integration
- All 10 roles get board meeting isolation rules
- CEO gets stage-adaptive temporal horizons (seed→C)

Key design decisions:
- Two-layer memory prevents hallucinated consensus from rejected ideas
- Phase 2 isolation: agents think independently before cross-examination
- Executive Mentor (The Critic) sees all perspectives, others don't
- 25 Python tools total (stdlib only, no dependencies)

52 new files, 10 modified, 10,862 new lines.
Total C-suite ecosystem: 134 files, 39,131 lines.

* fix: connect all dots — Chief of Staff routes to all 28 skills

- Added complementary skills registry to routing-matrix.md
- Chief of Staff SKILL.md now lists all 28 skills in ecosystem
- Added integration tables to scenario-war-room and competitive-intel
- Badge: 116 → 134 skills
- README: C-Level Advisory count 10 → 28

Quality audit passed:
 All 10 roles: company-context, reasoning, isolation, invocation
 All 6 phases in board meeting
 Two-layer memory with DO_NOT_RESURFACE
 Loop prevention (no self-invoke, max depth 2, no circular)
 All /em: commands present
 All complementary skills cross-reference roles
 Chief of Staff routes to every skill in ecosystem

* refactor: CEO + CTO advisors upgraded to C-suite parity

Both roles now match the structural standard of all new roles:
- CEO: 11.7KB → 6.8KB SKILL.md (heavy content stays in references)
- CTO: 10KB → 7.2KB SKILL.md (heavy content stays in references)

Added to both:
- Integration table (who they work with and when)
- Key diagnostic questions
- Structured metrics dashboard table
- Consistent section ordering (Keywords → Quick Start → Responsibilities → Questions → Metrics → Red Flags → Integration → Reasoning → Context)

CEO additions:
- Stage-adaptive temporal horizons (seed=3m/6m/12m → B+=1y/3y/5y)
- Cross-references to culture-architect and board-deck-builder

CTO additions:
- Key Questions section (7 diagnostic questions)
- Structured metrics table (DORA + debt + team + architecture + cost)
- Cross-references to all peer roles

All 10 roles now pass structural parity:  Keywords  QuickStart  Questions  Metrics  RedFlags  Integration

* feat: add proactive triggers + output artifacts to all 10 roles

Every C-suite role now specifies:
- Proactive Triggers: 'surface these without being asked' — context-driven
  early warnings that make advisors proactive, not reactive
- Output Artifacts: concrete deliverables per request type (what you ask →
  what you get)

CEO: runway alerts, board prep triggers, strategy review nudges
CTO: deploy frequency monitoring, tech debt thresholds, bus factor flags
COO: blocker detection, scaling threshold warnings, cadence gaps
CPO: retention curve monitoring, portfolio dog detection, research gaps
CMO: CAC trend monitoring, positioning gaps, budget staleness
CFO: runway forecasting, burn multiple alerts, scenario planning gaps
CRO: NRR monitoring, pipeline coverage, pricing review triggers
CISO: audit overdue alerts, compliance gaps, vendor risk
CHRO: retention risk, comp band gaps, org scaling thresholds
Executive Mentor: board prep triggers, groupthink detection, hard call surfacing

This transforms the C-suite from reactive advisors into proactive partners.

* feat: User Communication Standard — structured output for all roles

Defines 3 output formats in agent-protocol/SKILL.md:

1. Standard Output: Bottom Line → What → Why → How to Act → Risks → Your Decision
2. Proactive Alert: What I Noticed → Why It Matters → Action → Urgency (🔴🟡)
3. Board Meeting: Decision Required → Perspectives → Agree/Disagree → Critic → Action Items

10 non-negotiable rules:
- Bottom line first, always
- Results and decisions only (no process narration)
- What + Why + How for every finding
- Actions have owners and deadlines ('we should consider' is banned)
- Decisions framed as options with trade-offs
- Founder is the highest authority — roles recommend, founder decides
- Risks are concrete (if X → Y, costs $Z)
- Max 5 bullets per section
- No jargon without explanation
- Silence over fabricated updates

All 10 roles reference this standard.
Chief of Staff enforces it as a quality gate.
Board meeting Phase 4 uses the Board Meeting Output format.

* feat: Internal Quality Loop — verification before delivery

No role presents to the founder without passing verification:

Step 1: Self-Verification (every role, every time)
  - Source attribution: where did each data point come from?
  - Assumption audit: [VERIFIED] vs [ASSUMED] tags on every finding
  - Confidence scoring: 🟢 high / 🟡 medium / 🔴 low per finding
  - Contradiction check against company-context + decision log
  - 'So what?' test: every finding needs a business consequence

Step 2: Peer Verification (cross-functional)
  - Financial claims → CFO validates math
  - Revenue projections → CRO validates pipeline backing
  - Technical feasibility → CTO validates
  - People/hiring impact → CHRO validates
  - Skip for single-domain, low-stakes questions

Step 3: Critic Pre-Screen (high-stakes only)
  - Irreversible decisions, >20% runway impact, strategy changes
  - Executive Mentor finds weakest point before founder sees it
  - Suspicious consensus triggers mandatory pre-screen

Step 4: Course Correction (after founder feedback)
  - Approve → log + assign actions
  - Modify → re-verify changed parts
  - Reject → DO_NOT_RESURFACE + learn why
  - 30/60/90 day post-decision review

Board meeting contributions now require self-verified format with
confidence tags and source attribution on every finding.

* fix: resolve PR review issues 1, 4, and minor observation

Issue 1: c-level-advisor/CLAUDE.md — completely rewritten
  - Was: 2 skills (CEO, CTO only), dated Nov 2025
  - Now: full 28-skill ecosystem map with architecture diagram,
    all roles/orchestration/cross-cutting/culture skills listed,
    design decisions, integration with other domains

Issue 4: Root CLAUDE.md — updated all stale counts
  - 87 → 134 skills across all 3 references
  - C-Level: 2 → 33 (10 roles + 5 mentor commands + 18 complementary)
  - Tool count: 160+ → 185+
  - Reference count: 200+ → 250+

Minor observation: Documented plugin.json convention
  - Explained in c-level-advisor/CLAUDE.md that only executive-mentor
    has plugin.json because only it has slash commands (/em: namespace)
  - Other skills are invoked by name through Chief of Staff or directly

Also fixed: README.md 88+ → 134 in two places (first line + skills section)

* fix: update all plugin/index registrations for 28-skill C-suite

1. c-level-advisor/.claude-plugin/plugin.json — v2.0.0
   - Was: 2 skills, generic description
   - Now: all 28 skills listed with descriptions, all 25 scripts,
     namespace 'cs', full ecosystem description

2. .codex/skills-index.json — added 18 complementary skills
   - Was: 10 roles only
   - Now: 28 total c-level entries (10 roles + 6 orchestration +
     6 cross-cutting + 6 culture)
   - Each with full description for skill discovery

3. .claude-plugin/marketplace.json — updated c-level-skills entry
   - Was: generic 2-skill description
   - Now: v2.0.0, full 28-skill ecosystem description,
     skills_count: 28, scripts_count: 25

* feat: add root SKILL.md for c-level-advisor ClawHub package

---------

Co-authored-by: Leo <leo@openclaw.ai>
2026-03-06 01:35:08 +01:00

7.7 KiB
Raw Blame History

Synthesis Framework

How to turn multiple role outputs into a single, useful response for the founder. Synthesis is the highest-value function of the Chief of Staff — it's not about summarizing, it's about integrating.


The Problem with Multi-Role Output

Without synthesis, multiple advisors produce noise:

  • Overlapping advice
  • Contradictions without resolution
  • Action items from every role that compete for priority
  • Founder left to figure out what to do with it all

Synthesis turns this into signal: one clear picture, explicit conflicts named, prioritized actions, one decision point.


Phase 1: Collect and Read

Before writing anything, read all role responses completely. Look for:

Consensus signals:

  • Same recommendation from 2+ roles independently
  • Same risk identified from different angles
  • Same root cause named without coordination

Conflict signals:

  • One role says X, another says not-X
  • Same data interpreted differently
  • Competing resource requests (CFO says cut costs, CRO says invest in sales)
  • Different time horizons (CTO wants to fix tech debt now, CPO wants to ship features now)

Gap signals:

  • A critical dimension no role addressed
  • A risk nobody flagged
  • An assumption baked in that nobody questioned

Phase 2: Extract Themes

A theme is a finding that appears in 2+ role responses, even if framed differently.

How to identify:

  1. List every distinct point from every role response
  2. Group points that are about the same underlying issue
  3. Name the group with a clear, plain-language label
  4. Note which roles contributed to it

Example:

CFO: "The burn multiple is 3.2 — unsustainable without revenue acceleration." CRO: "We need 3 more sales cycles to hit targets, minimum 90 days." COO: "Three positions are open that will cost $40K/month when filled."

Theme: Cash position is tighter than the headline number suggests. (CFO + CRO + COO)

Limit to 3 themes. More than 3 means you're not synthesizing — you're listing.


Phase 3: Surface Conflicts

Name every conflict explicitly. Don't resolve it — present it.

Conflict types:

Resource conflict

Two roles want the same budget, headcount, or time.

"CFO wants to delay the new hire until Q3. CHRO says the team is already at capacity and another quarter will cause attrition. Both are right from their domain."

Priority conflict

Two roles disagree on what's most important right now.

"CTO wants 6 weeks on infrastructure to prevent outages. CPO wants those same engineers on the new feature for the sales pipeline. This isn't a technical question — it's a risk tolerance question."

Time horizon conflict

Two roles are optimizing for different time frames.

"CRO is optimizing for this quarter's close rate. CMO is optimizing for brand that compounds over 18 months. Both strategies are valid. They require different budget allocations."

Assumption conflict

Two roles have incompatible assumptions baked in.

"CFO's model assumes 15% MoM growth. CRO says realistic growth is 8% given the sales cycle length. The financial model needs to be rebuilt on the CRO's number."

Present conflicts without picking sides. The founder decides which trade-off to accept.


Phase 4: Derive Action Items

From the consensus themes and the non-conflicting role outputs, derive concrete actions.

Action item criteria:

  • Specific (not "improve the process" — "map the QA process and find the bottleneck")
  • Owned (assign to a role or person)
  • Time-bound (this week / this quarter / before next board)
  • Consequence-linked (why does it matter if it slips)

Good example:

Action: Build an updated 18-month financial model using CRO's 8% MoM growth assumption. Owner: CFO By: End of week Why it matters: Current fundraising conversations are based on a model that's too optimistic.

Bad example:

Review the financial model with the team.

Limit to 5 actions. If there are more, prioritize by impact and flag the rest as backlog.


Phase 5: Identify the Founder Decision Point

Every board meeting ends with one question for the founder. Just one.

How to find it:

  • It's usually the conflict that can't be resolved without a values choice
  • It's the question where both sides have a legitimate case
  • It's the thing none of the advisors can decide unilaterally

Frame it cleanly:

"The C-suite is aligned on the actions above, but there's one thing that needs your call: [specific decision]. [Role A] recommends X because [reason]. [Role B] recommends Y because [reason]. This is ultimately a question of [underlying trade-off — growth vs profitability / speed vs stability / short-term vs long-term]."

Don't present multiple decision points. Force the synthesis down to one. If there are genuinely two unrelated decisions, separate them into two outputs.


Output Format

## [Topic] — C-Suite Synthesis

### What We Agree On
[Theme 1 with 12 sentences]
[Theme 2 with 12 sentences]
[Theme 3 with 12 sentences]

### The Disagreement
[Name the conflict]
[Role A position + reasoning]
[Role B position + reasoning]
[What the conflict is really about]

### Recommended Actions
1. **[Action]** — [Owner] — [Timeline] — [Why it matters]
2. **[Action]** — [Owner] — [Timeline]
3. **[Action]** — [Owner] — [Timeline]
4. **[Action]** — [Owner] — [Timeline]
5. **[Action]** — [Owner] — [Timeline]

### Your Decision Point
[One question for the founder. Two options with their trade-offs. No recommendation — just clarity.]

Quality Standards for Synthesis

Before delivering:

Compression test: Could a founder read this in 3 minutes and know exactly what to do? If not, cut.

Honesty test: Did you name the real conflicts, or smooth them over? Smoothed conflicts come back as surprises.

Specificity test: Are the action items specific enough to act on, or are they goals masquerading as actions?

Decision point test: Is there one clear thing for the founder to decide, or are you leaving them with a mess?

Context test: Would this advice make sense for any company, or is it clearly calibrated to this company's stage, challenges, and founder?


Common Synthesis Failures

The summary trap: You summarize each role's output in sequence. This is not synthesis — it's transcription. Synthesis requires cutting.

The false consensus: You say "the team agrees" when there's actually a meaningful conflict. Named conflicts are useful. Hidden conflicts are dangerous.

The advice avalanche: 15 action items that no one can action. Cut to 5. If everything is priority, nothing is.

The unresolved conflict dump: You present the conflict and then leave the founder to figure it out. Your job is to frame the choice cleanly, not to resolve it — but also not to dump it raw.

The context-free advice: The synthesis sounds like it came from a textbook, not from someone who knows this company. If you can swap the company name and it still reads the same, it's not synthesized.


When Synthesis Reveals Deadlock

Sometimes roles genuinely can't align and the synthesis produces no clear direction.

Signs of deadlock:

  • Every theme has a counter-theme
  • Every action has a conflict attached
  • The "decision point" is actually three decisions

What to do:

  1. Name the deadlock explicitly: "The C-suite is genuinely split on this. Here's why."
  2. Present the two paths cleanly with consequences
  3. Recommend a time-boxed experiment if possible: "You don't have to decide between X and Y permanently. Run X for 30 days with a clear metric for success, then reassess."
  4. Flag it as a strategic question that may need external input (advisor, board, market data)

Deadlock is honest. Fake consensus is not.