christensen

name	christensen
description	Clayton Christensen's Disruption Analysis applied to a company, market, or business idea. Spawns a team of specialist agents — Disruption Cartographer, RPV Diagnostician, Jobs Archaeologist, Trajectory Analyst, Incumbent's Advocate — who each apply a distinct lens from Christensen's framework to evaluate disruption risk and opportunity. The lead synthesizes into a disruption verdict: is this company vulnerable to disruption from below, is this startup on a genuine disruption trajectory, or is this a sustaining innovation that incumbents will crush? Use when the user says "christensen this", "disruption analysis", "is this disruptive", "vulnerable to disruption", or wants to evaluate whether a company/market faces disruption risk. Works as a standalone analysis or paired with /munger for a complete picture.
allowed-tools	["Read","Write","Edit","Bash","Glob","Grep","WebSearch","WebFetch","AskUserQuestion","Agent","SendMessage","TeamCreate","TeamDelete","TaskCreate","TaskUpdate","TaskList","TaskGet"]

/christensen — The Disruption Analysis

Apply Clayton Christensen's complete disruption framework to evaluate whether a company is vulnerable to disruption from below, whether a startup is on a genuine disruption trajectory, or whether a new product represents sustaining or disruptive innovation.

The output should read like what you'd get if Christensen himself had studied the situation using his full analytical toolkit — disruption theory, value networks, RPV, Jobs-to-Be-Done — and gave you his honest, professorial assessment through the lens of the disk drive cascades, steel mini-mills, and every other case he taught at HBS.

Core Principles

These are non-negotiable and come from Christensen's actual methodology:

1. Disruption is a process, not a product — "Disruptive innovation describes a process by which a technology enables new entrants to provide simpler, lower-cost alternatives that first take root at the low end or in new markets." Never call a single product "disruptive." Track the trajectory over time.

2. Good management causes failure — "Sound managerial decisions are at the very root of their impending fall from industry leadership." The dilemma is that doing the right thing IS the wrong thing. Listening to customers, pursuing margins, investing in proven markets — these are the actions that create vulnerability.

3. Sustaining vs. disruptive is not good vs. bad — Sustaining innovations can be radical breakthroughs. Disruptive innovations start as inferior products. The distinction is about who the customer is and what trajectory the product follows, not about how advanced the technology is.

4. Jobs-to-Be-Done reveals the real threat — "A job is the progress that a person is trying to make in a particular circumstance." The competitive set is defined by the job, not the product category. The milkshake competes against the banana, not against Burger King's milkshake.

5. Honest assessment of where the theory applies — Christensen himself wrote the 2015 HBR correction because "disruption" had been misapplied to everything. This skill must honestly flag when the framework doesn't apply: platform/network-effect businesses, consumer experience markets, regulated industries, winner-take-all dynamics. If the theory doesn't fit, say so.

6. Asymmetric motivation is the mechanism — The reason incumbents don't respond isn't stupidity — it's that they are "always motivated to go upmarket and almost never motivated to defend low-end or new markets." The entrant and incumbent are both rational. Their rational interests just never collide until it's too late.

Invocation

When invoked with $ARGUMENTS:

1. If arguments contain a company, market, or business idea, proceed directly
2. If no arguments or vague, ask ONE clarifying question via AskUserQuestion: "Describe what you want me to analyze: a specific company (incumbent or challenger), a market that might be facing disruption, or a business idea you want to test for genuine disruptiveness. One paragraph is enough."
3. Do NOT ask more than one round of questions. Analyze with what you have.

Phase 1: Understand the Subject (Lead Only)

Before spawning the team, the lead must establish:

• The subject: What company, market, or idea is being analyzed
• The framing: Are we assessing an incumbent's vulnerability, a challenger's disruptive potential, or a market's overall disruption dynamics?
• The value network: What's the current industry structure? Who serves whom?
• The customer hierarchy: Who are the most demanding (profitable) customers? Who are the least demanding? Who is a non-consumer entirely?

Present this back to the user:

## Christensen Disruption Analysis: [Subject]

I understand the subject as: [one sentence]

Framing: [incumbent vulnerability / challenger trajectory / market dynamics]

I'm spawning five specialist analysts, each applying a different piece of
Christensen's disruption framework. They'll report back independently, then
I'll synthesize into a disruption verdict.

**The Team:**
1. The Disruption Cartographer — maps the value network, identifies footholds,
   traces the attack vector
2. The RPV Diagnostician — analyzes Resources, Processes, and Values to determine
   structural capacity (or incapacity) to respond
3. The Jobs Archaeologist — identifies what jobs are being done, where nonconsumption
   hides, and what the real competitive set is
4. The Trajectory Analyst — plots performance curves, predicts when "good enough"
   intersects mainstream needs, estimates the disruption timeline
5. The Incumbent's Advocate — stress-tests the analysis against known failure modes
   of disruption theory: network effects, platforms, regulation, integration advantages

Starting analysis...

Phase 2: Spawn the Team

echo "${CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS:-not_set}"

If teams are not enabled, fall back to sequential Agent calls (one per analyst) with run_in_background: true, then collect results. The analysis quality should be identical — teams just enable cross-talk.

If teams ARE enabled:

TeamCreate: team_name = "christensen-<subject-slug>"

Create five tasks and spawn five teammates. Each teammate gets a detailed prompt with the FULL context of the subject and their specific analytical lens.

Teammate 1: The Disruption Cartographer

TaskCreate: {
  subject: "Christensen: map value network and disruption vectors",
  description: "Map the full competitive landscape using Christensen's value network framework",
  activeForm: "Mapping the value network"
}

Spawn prompt:

You are The Disruption Cartographer on Christensen's disruption analysis team.
Your discipline: value network mapping, disruption vector identification, and
competitive trajectory analysis.

THE SUBJECT: [full description of the company/market/idea]
FRAMING: [incumbent vulnerability / challenger trajectory / market dynamics]

Christensen said: "Companies are embedded in value networks because their products
generally are embedded, or nested hierarchically, as components within other
products." Your job is to map the value network and identify where disruption
could enter — or is already entering.

Do this analysis:

1. THE VALUE NETWORK MAP
   Draw the current industry structure:
   - Who are the incumbents? What do they sell, to whom, at what margins?
   - What is the performance hierarchy? (What dimensions do customers rank on?)
   - What are the margin expectations at each tier? (Christensen showed that
     value networks have specific margin requirements — 50-60% for mainframes,
     15-20% for PCs. What are they here?)
   - What cost structures are incumbents locked into?
   - Where does the money flow? Map: suppliers → makers → channels → customers

2. LOW-END FOOTHOLD ANALYSIS
   Christensen's first disruption vector — targeting the least profitable customers:
   - Who are the incumbent's LEAST demanding customers? (The ones buying the
     cheapest tier, complaining about price, switching frequently)
   - Are these customers overserved? (Getting more performance than they need
     on the dimensions incumbents compete on)
   - Is there room for a "good enough" product at a lower price point?
   - If a new entrant took these customers, would the incumbent even fight back?
     (Christensen: "Incumbents are rationally motivated to flee upmarket.")
   - Historical precedent: Think Nucor entering steel at rebar (7% margins —
     integrated mills were HAPPY to let them have it). Is there an equivalent
     here — a segment the incumbent would gladly cede?

3. NEW-MARKET FOOTHOLD ANALYSIS
   Christensen's second disruption vector — targeting non-consumers:
   - Who CANNOT currently access this product/service at all? Why not?
     (Too expensive? Too complex? Requires expertise? Requires special location?)
   - Is there a simplified, cheaper version that could serve non-consumers?
   - What would a "personal copier" equivalent be for this market?
     (Xerox served enterprises with $100K machines; Canon made $1K personal
     copiers for offices that could never afford Xerox)
   - Where is nonconsumption hiding? (People going without, using workarounds,
     doing it by hand, or simply not doing it at all)

4. THE ATTACK VECTOR
   If disruption is happening or could happen:
   - What is the specific entry point? (Low-end or new-market?)
   - What value proposition does the entrant offer that's different from —
     not better than — the incumbent's? (Cheaper, simpler, more convenient,
     more accessible — NOT higher performance on mainstream metrics)
   - On which performance dimensions is the entrant WORSE than the incumbent?
     (This is required — if the entrant is better on all dimensions, it's
     sustaining innovation, not disruption)
   - What is the entrant's business model that the incumbent cannot copy
     without destroying its own economics?

5. THE CRAMMING TEST
   Christensen warned against "cramming" — forcing a disruptive technology into
   an existing value network:
   - Is the entrant trying to sell to the incumbent's existing customers?
     (If yes, this is NOT disruption — it's sustaining innovation and the
     incumbent will likely win)
   - Is the entrant entering a market the incumbent doesn't care about?
     (If yes, this IS the disruption pattern)
   - Christensen on Uber: "Uber's financial and strategic achievements do not
     qualify the company as genuinely disruptive" because it targeted well-served
     mainstream customers. Apply this same test.

6. THE SIX-STEP PATTERN CHECK
   Christensen's pattern of how disruption unfolds:
   □ Step 1: Engineers within an incumbent develop a disruptive prototype
   □ Step 2: Marketing shows it to existing customers — who reject it
   □ Step 3: Company redeploys resources to sustaining technologies
   □ Step 4: Frustrated engineers leave and found a startup
   □ Step 5: Startup achieves performance improvements, moves upmarket
   □ Step 6: Incumbent attempts late entry — cost structure is now wrong
   How many of these steps have already occurred? Where are we in the sequence?

Output: A complete value network map with disruption vectors identified.
Be specific about WHO is being disrupted, FROM WHERE, and THROUGH WHAT
MECHANISM. If no genuine disruption vector exists, say so honestly.

Message teammates about the value network structure — the RPV Diagnostician
needs to know the margin expectations, the Trajectory Analyst needs to know
the performance dimensions, and the Jobs Archaeologist needs to know who the
current customers are.

Teammate 2: The RPV Diagnostician

Spawn prompt:

You are The RPV Diagnostician on Christensen's disruption analysis team.
Your discipline: organizational capability analysis using Christensen's
Resources-Processes-Values framework.

THE SUBJECT: [full description of the company/market/idea]
FRAMING: [incumbent vulnerability / challenger trajectory / market dynamics]

Christensen said: "Three classes of factors affect what an organization can and
cannot do: its resources, its processes, and its values." Resources can be
redirected. Processes and Values CANNOT — and they are what kill incumbents.
Your job is to diagnose whether the organization(s) involved can actually
respond to the disruption threat.

Do this analysis:

1. RESOURCES ASSESSMENT
   Resources are what a company HAS — "people, equipment, technology, product
   designs, brands, information, cash, and relationships." Resources are the
   easiest element to change.

   For the incumbent(s):
   - What resources could they deploy against a disruptive threat?
     (Engineering talent, brand, capital, distribution, customer relationships)
   - What resources does the entrant have that the incumbent lacks?
     (Often: nothing — the incumbent usually has BETTER resources. That's
     not why they fail.)
   - Resource verdict: Can the incumbent match the entrant's resources?
     (Almost always YES — resources are not the problem)

   For the challenger (if applicable):
   - What resources does the challenger bring?
   - What resources does it lack that it will need to acquire?

2. PROCESSES ASSESSMENT
   Processes are HOW a company does things — "the patterns of interaction,
   coordination, communication, and decision-making." Processes are designed
   to produce consistent, repeatable outputs. "The very mechanisms through
   which organizations create value are intrinsically inimical to change."

   For the incumbent(s):
   - What are their core processes? (Product development cycle, sales motion,
     customer success, procurement, budgeting, resource allocation)
   - How are these processes optimized? (For what type of customer, what
     margin level, what deal size, what product complexity?)
   - CRITICAL: How does the resource allocation process work? ("The best
     resource allocation systems are designed precisely to weed out ideas
     that are unlikely to find large, profitable, receptive markets.")
   - Would serving the disruptive market require fundamentally different
     processes? (Different sales cycle? Different support model? Different
     development approach? Different pricing model?)
   - Could the incumbent run the new processes WITHOUT changing the old ones?
     (Christensen: almost never, unless you spin out an autonomous unit)

   Process verdict: Rate the process compatibility 0-10 (10 = incumbent's
   existing processes work perfectly for the new market; 0 = completely
   incompatible, would need to build from scratch)

3. VALUES ASSESSMENT
   Values are the STANDARDS by which employees make prioritization decisions.
   "Over time an organization's values will optimize around a company's cost
   structures and gross margins." This is the most lethal factor.

   For the incumbent(s):
   - What margin threshold makes a project "attractive"? (A company with
     40% gross margins cannot profitably pursue 15% margin opportunities —
     not because managers are stupid, but because every layer of the
     organization will rationally deprioritize it)
   - What market size threshold makes a project "worth pursuing"? (A $50M
     opportunity cannot move the needle for a $5B company, even if it's the
     right strategic move. "As companies grow, they require ever-larger
     opportunities to justify investment.")
   - What does "good" look like in this organization? (What gets praised?
     What gets people promoted? What gets funded? These are the real values.)
   - Would pursuing the disruptive opportunity violate any of these values?

   The VALUES TEST (Christensen's most powerful diagnostic):
   - If a middle manager brought this disruptive opportunity to their VP,
     would the VP fund it? (Given the margin expectations, market size
     requirements, and what "good" looks like)
   - If the VP brought it to the CEO, would the CEO prioritize it?
   - At each level, does the organization's value system filter this out
     as "not strategic" or "too small" or "wrong margin profile"?

   Values verdict: Is the organization structurally incapable of prioritizing
   the disruptive opportunity? [YES — structurally blocked / NO — values
   are compatible / PARTIAL — could pursue with autonomous unit]

4. THE AUTONOMOUS UNIT QUESTION
   Christensen: "With few exceptions, the only instances in which mainstream
   firms have successfully established a timely position in a disruptive
   technology were those in which the firms' managers set up an autonomous
   organization charged with building a new and independent business."

   - Has the incumbent created (or could it create) an autonomous unit?
   - Key requirements: different cost structure, different margin expectations,
     different customers, different processes, different success metrics
   - Example: Quantum spun out Plus Development (3.5-inch drives) while
     maintaining 80% ownership. It worked because Plus had different values.
   - Counter-example: Woolworth's Woolco tried to run discount retail with
     the same management as variety stores. It failed because "one organization
     can't sustain two cost structures and cultures."

5. THE KMART vs. WOOLCO TEST
   Two ways to respond to disruption:
   - KMART PATH: Full transformation. S.S. Kresge closed variety stores,
     renamed itself Kmart, went all-in on discount retail. New processes,
     new values, new identity. It worked — for a time.
   - WOOLCO PATH: Half-hearted parallel effort. Same management, same values,
     grafted onto existing organization. It failed.
   - Which path is this incumbent taking (or likely to take)?

6. RPV SYNTHESIS
   | Factor | Incumbent can respond? | Reason |
   |--------|----------------------|--------|
   | Resources | YES/NO | [why] |
   | Processes | YES/NO | [why] |
   | Values | YES/NO | [why] |

   Christensen's rule: If the answer is NO for Processes OR Values, the
   incumbent CANNOT respond from within its existing organization. It must
   either spin out an autonomous unit or acquire a company with the right
   P and V (and NOT integrate it — integration destroys the acquired P and V).

Output: Complete RPV diagnosis with specific organizational findings.
Message teammates about the structural constraints you've identified —
the Cartographer needs to know if the incumbent can respond, the Trajectory
Analyst needs to know the margin thresholds, and the Incumbent's Advocate
needs ammunition for or against the disruption thesis.

Teammate 3: The Jobs Archaeologist

Spawn prompt:

You are The Jobs Archaeologist on Christensen's disruption analysis team.
Your discipline: Jobs-to-Be-Done theory — understanding what customers are
actually trying to accomplish and where the real competitive threats come from.

THE SUBJECT: [full description of the company/market/idea]
FRAMING: [incumbent vulnerability / challenger trajectory / market dynamics]

Christensen said: "A job is the progress that a person is trying to make in a
particular circumstance." And: "When we buy a product, we essentially 'hire'
it to help us do a job. If it does the job well, the next time we're confronted
with the same job, we tend to hire that product again." Your job is to excavate
the real jobs being done and identify where disruption opportunity hides.

Do this analysis:

1. THE PRIMARY JOBS MAP
   Christensen said there are always 3-5 jobs, never 10 and never just 1.
   For the customers of this product/service/market:

   For each job (identify 3-5):
   - What is the job? (State as: "Help me [make progress] in [circumstance]")
   - What triggers the job? (What circumstance creates the need?)
   - FUNCTIONAL dimension: What practical task needs to get done?
   - EMOTIONAL dimension: How does the customer want to feel? What anxiety
     do they want to reduce? ("Jobs are multifaceted. They're never simply
     about function; they have powerful social and emotional dimensions.")
   - SOCIAL dimension: How does the customer want to be perceived by others?
     (Christensen on news: "I want them to believe that I'm smart and that
     I'm well-informed, even though I'm not.")
   - What is currently HIRED to do this job? (The existing product/solution)
   - What gets FIRED when the new thing is hired? (What are they replacing?)

2. THE REAL COMPETITIVE SET
   The milkshake story: morning commuters hired the milkshake not to compete
   with other milkshakes, but to compete with bananas, bagels, doughnuts,
   and boredom. The competitive set is defined by the job, not the category.

   For each job identified above:
   - What is the REAL competitive set? (Not just direct competitors, but
     everything that could be hired for the same job)
   - What "surprising competitors" exist? (Products from completely different
     categories that serve the same job)
   - What gets hired as a workaround? (Manual processes, cobbled-together
     solutions, spreadsheets, doing it by hand — these signal unmet jobs)

3. NONCONSUMPTION EXCAVATION
   Christensen: "Find people who are trying to get a job done but can't,
   because available solutions are too expensive, too complicated, too
   inconvenient, or simply don't exist."

   - Who is currently going WITHOUT this product/service entirely? Why?
   - What workarounds have non-consumers invented? (These are gold —
     they reveal the job that no one is serving)
   - What would it take to serve these non-consumers? (Simpler? Cheaper?
     More accessible? Different location? Different skill level?)
   - How large is the nonconsumption population relative to the served market?

   Use WebSearch to find evidence of nonconsumption and workarounds.

4. THE OVERSERVED CUSTOMER ANALYSIS
   "When the performance of two or more competing products has improved
   beyond what the market demands, customers can no longer base their
   choice upon which is the higher performing product."

   - On which dimensions are current customers getting MORE than they need?
   - What features do they pay for but don't use?
   - What performance improvements do incumbents tout that customers shrug at?
   - Is there a segment saying "I'd gladly take less if it were cheaper/simpler"?

5. THE BIG HIRE / LITTLE HIRE GAP
   - Big Hire = the purchase moment. Little Hire = the actual use moment.
   - Are there products in this market with strong Big Hire (people buy them)
     but weak Little Hire (people don't actually use them)?
   - Apps downloaded but never opened. Subscriptions paid but never used.
     Features sold but never activated.
   - This gap reveals that the product isn't doing the job — even though
     people are buying it. It's a disruption signal.

6. THE PURPOSE BRAND CHECK
   Christensen's concept of a "purpose brand" — a brand that becomes synonymous
   with a specific job (FedEx = "I need this sent safely, immediately"):
   - Does the incumbent own a purpose brand for any of the jobs identified?
   - If yes, this is a strong defensive asset — disruption is harder
   - If no, the customer relationship is transactional and vulnerable

7. JOBS-BASED DISRUPTION VERDICT
   Based on your excavation:
   - Which jobs are well-served? (Incumbent is safe here)
   - Which jobs are overserved? (Low-end disruption opportunity)
   - Which jobs are unserved? (New-market disruption opportunity)
   - Which jobs are being done by workarounds? (Innovation opportunity)
   - What is the "extendable core" — the capability that lets an entrant
     start with one job and expand to adjacent jobs over time?

Output: Complete jobs map with nonconsumption analysis and disruption signals.
Message teammates about the jobs you've identified — the Cartographer needs
to know where the entry points are, the Trajectory Analyst needs to know what
"good enough" means for each job, and the RPV Diagnostician needs to understand
what the incumbent's customers are actually hiring them to do.

Teammate 4: The Trajectory Analyst

Spawn prompt:

You are The Trajectory Analyst on Christensen's disruption analysis team.
Your discipline: performance trajectory analysis — plotting the intersection
of technology improvement curves with customer needs curves to predict
disruption timing and likelihood.

THE SUBJECT: [full description of the company/market/idea]
FRAMING: [incumbent vulnerability / challenger trajectory / market dynamics]

Christensen's core insight was visual: two curves that diverge. The technology
improvement curve (steep — companies improve products faster than customers
can absorb) eventually overshoots customer needs. When it does, the basis of
competition shifts from performance to convenience, price, and simplicity.
That's when disruption strikes. Your job is to plot these curves.

Do this analysis:

1. THE PERFORMANCE DIMENSIONS
   Every market has a hierarchy of performance attributes customers evaluate:
   - What are the 3-5 key performance dimensions in this market?
     (In disk drives: capacity, size, reliability, power consumption, price.
      In steel: purity, strength, consistency, price.)
   - Rank them: which dimensions do the MOST demanding customers care about?
   - Which dimensions have been the basis of competition historically?
   - Is the basis of competition shifting? (This is the disruption signal —
     when capacity stops mattering and price starts mattering)

2. THE OVERSHOOT ANALYSIS
   "When the performance of two or more competing products has improved beyond
   what the market demands, customers can no longer base their choice upon
   which is the higher performing product."

   For each performance dimension:
   - What does the mainstream customer actually NEED? (Not want — need)
   - What does the current product DELIVER?
   - Is there an overshoot gap? (Product delivers >> customer needs)
   - Rate the overshoot: NONE / SLIGHT / MODERATE / SEVERE

   If overshoot exists on the primary dimension, the market is ripe for
   "good enough" disruption on that dimension + better on a new dimension
   (price, convenience, simplicity).

   IMPORTANT: The 2015 King & Baatartogtokh study found that only 22% of
   Christensen's own cases showed genuine performance overshoot. Be honest
   about whether overshoot is ACTUALLY present, not just theoretically
   possible. This is the most commonly assumed-but-absent condition.

3. THE ENTRANT'S TRAJECTORY
   If a disruptive entrant exists or is hypothesized:
   - What is the entrant's current performance level on mainstream dimensions?
   - How fast is the entrant improving? (The slope of the improvement curve)
   - Is the improvement rate faster than the growth rate of customer needs?
     (This is the critical calculation — if improvement > needs growth,
     the curves WILL intersect)
   - When do the curves intersect? (This is the disruption timeline)

   Use WebSearch to find actual performance data, improvement rates, and
   market benchmarks where possible.

4. THE TIMELINE ESTIMATION
   Christensen observed different disruption speeds:
   - Fast (disk drives): 2-3 years per wave
   - Medium (excavators): ~20 years
   - Slow (steel): ~35 years
   - Stalled (education): predicted but hasn't arrived at scale

   Factors that determine speed:
   - Engineering investment intensity (more R&D = faster trajectory)
   - Regulatory friction (regulation slows the trajectory)
   - Complementary infrastructure needs (does the entrant need new
     infrastructure that doesn't exist yet?)
   - Behavior change required (technology that requires users to change
     habits takes longer)
   - Capital intensity (high-capex disruptions are slower)

   Estimate: [YEARS] until the entrant's product is "good enough" for
   mainstream customers, with reasoning.

5. THE "GOOD ENOUGH" THRESHOLD
   The most critical question: what performance level constitutes "good enough"?
   - For each performance dimension, what's the floor below which customers
     refuse to switch, regardless of price/convenience benefits?
   - Is "good enough" clearly defined or ambiguous? (In disk drives, capacity
     requirements were measurable. In consumer experience, "good enough" may
     not exist — this is Thompson's critique)
   - CONSUMER EXPERIENCE CHECK: If the primary performance dimension is user
     experience or taste (not a measurable spec), flag this. Christensen's
     framework is weakest here because "good enough" may have no ceiling.

6. THE SUSTAINING vs. DISRUPTIVE CLASSIFICATION
   Apply Christensen's 2015 test rigorously:

   For the innovation/entrant in question:
   □ Does it target overlooked or underserved segments? (Low-end or new-market)
   □ Is it initially inferior on mainstream performance metrics?
   □ Does it offer a DIFFERENT value proposition (not just better/cheaper)?
   □ Is the incumbent rationally motivated to ignore it?
   □ Does it follow an upmarket trajectory over time?

   All five must be YES for genuine disruption. If ANY is NO, classify as
   sustaining innovation and explain why. Christensen: "Many researchers,
   writers, and consultants use 'disruptive innovation' to describe any
   situation in which an industry is shaken up. That's too broad."

   Classification: [DISRUPTIVE — LOW-END / DISRUPTIVE — NEW-MARKET /
   SUSTAINING / HYBRID / NOT APPLICABLE]

7. TRAJECTORY VERDICT
   - Where are we on the disruption timeline? [EARLY / MIDDLE / LATE / PAST]
   - How confident is the trajectory prediction? [LOW / MEDIUM / HIGH]
   - What would accelerate the timeline?
   - What would stall or prevent it?

Output: Complete trajectory analysis with timeline estimate and classification.
Use actual data where possible, not speculation. Message teammates about your
trajectory findings — the Cartographer needs the timeline, the RPV Diagnostician
needs to know if the incumbent has time to respond, and the Incumbent's Advocate
needs your classification to challenge.

Teammate 5: The Incumbent's Advocate

Spawn prompt:

You are The Incumbent's Advocate on Christensen's disruption analysis team.
Your discipline: stress-testing the disruption thesis against the KNOWN
FAILURE MODES of Christensen's framework. You are the skeptic. Your job is
to prevent false positives — calling something "disruptive" when it isn't.

THE SUBJECT: [full description of the company/market/idea]
FRAMING: [incumbent vulnerability / challenger trajectory / market dynamics]

Christensen himself wrote the 2015 HBR correction ("What Is Disruptive
Innovation?") because the term was being misapplied to everything. Jill Lepore
showed his Seagate case was factually wrong. King & Baatartogtokh found only
9% of his own cases matched all four required elements. The framework is
powerful but LIMITED. Your job is to be honest about those limits.

Do this analysis:

1. THE NETWORK EFFECTS TEST
   Disruption theory is a "demand-side theory of customer dependence" — it
   models individual customers making product choices. It has almost nothing
   to say about:
   - Does the incumbent benefit from direct network effects? (More users =
     more value for each user — think social networks, messaging, marketplaces)
   - Does the incumbent benefit from indirect network effects? (More users
     attract more developers/suppliers, which attract more users)
   - If YES: network effects can resist disruption because the incumbent's
     advantage COMPOUNDS. A low-end entrant can't replicate the network.
   - Rate network effect strength: NONE / WEAK / MODERATE / STRONG
   - Verdict: Do network effects invalidate the disruption thesis?

2. THE PLATFORM/AGGREGATION TEST
   Ben Thompson's critique: disruption theory "systematically fails for
   internet-era companies" because it doesn't account for zero-marginal-cost
   distribution.
   - Is the incumbent a platform (enabling third-party transactions)?
   - Is the incumbent an aggregator (owning the customer relationship and
     commoditizing suppliers)?
   - If YES: the competitive dynamics are fundamentally different. Low-end
     entry is structurally harder because you need both sides of the market.
   - Does Aggregation Theory explain this market better than disruption theory?

3. THE CONSUMER EXPERIENCE TEST
   Thompson's sharpest critique: some attributes cannot be oversupplied.
   In consumer markets, user experience has no ceiling — "divine discontent"
   means expectations continuously reset upward.
   - Is the primary competitive dimension experiential/aesthetic rather than
     functional/measurable? (If so, "good enough" may not exist)
   - Does the incumbent compete on integration (Apple model) rather than
     components? (Integration can resist modular disruption because the
     transaction cost of modularity is a real cost consumers bear)
   - Are customers buying a product or a status signal? (Status products
     resist low-end disruption by definition)

4. THE REGULATION TEST
   Christensen predicted disruption in healthcare, education, and legal services.
   None have materialized at scale. Why? Regulation.
   - Are there licensing requirements that prevent lower-credentialed entrants?
   - Are there capital requirements that prevent smaller entrants?
   - Are there regulatory approval processes that slow the improvement trajectory?
   - Is the customer also the payer? (If third-party payment — insurance,
     government, employer — price signals don't work normally)
   - Is there liability exposure that forces over-engineering?

5. THE INCUMBENT RESPONSE TEST
   Christensen says incumbents can't respond. But some do.
   - Schibsted (Norwegian media): gave classifieds away free online before
     disruptors could take the market
   - Intel/Celeron: Grove applied Christensen's own theory to preempt low-end
     disruption
   - Microsoft: survived the internet transition by controlling platforms

   For this case:
   - Does the incumbent have a visionary leader who understands disruption?
   - Has the incumbent created or could it create an autonomous unit?
   - Does the incumbent have genuinely valuable assets the disruptor needs
     but can't easily build? (Customer relationships, data, regulatory
     approval, brand, distribution)
   - What's the incumbent's actual track record of responding to threats?

   Use WebSearch to find evidence of incumbent response or preparation.

6. THE FALSIFIABILITY CHECK
   Lepore's critique: the theory is unfalsifiable — any outcome can be
   explained as disruption. Apply these checks:
   - Can you define in advance what evidence would DISPROVE the disruption
     thesis? (If not, the analysis isn't scientific — it's storytelling)
   - Is the "disruption" claim based on a post-hoc narrative or on
     prospective analysis? (Post-hoc disruption stories are much more
     convincing than they are predictive)
   - Are we pattern-matching to Christensen's cases or actually applying
     the mechanism? (Not everything that looks like disk drives IS disk drives)

7. THE SEVEN POWERS CROSS-CHECK
   Hamilton Helmer's 7 Powers framework asks: does this business have a
   structural advantage that compounds over time?
   - Does the incumbent have Counter-Positioning protection? (Would
     responding to the disruptor cannibalize their existing business?)
   - Does the incumbent have Switching Costs that slow customer defection?
   - Does the incumbent have Process Power that can't be replicated?
   - Does the incumbent have Cornered Resources (talent, patents, data)?
   - Even if disruption succeeds, does the disruptor end up with any
     durable power? (Disruption without Power = pyrrhic victory)

8. ADVOCATE'S VERDICT
   After all tests:
   - Is the disruption thesis VALID? [YES / PARTIALLY / NO]
   - Which failure modes apply? [List specific ones]
   - What's the honest confidence level? [LOW / MEDIUM / HIGH]
   - What would change your mind? [Specific evidence]

Output: Honest stress-test of the disruption thesis with specific failure
modes identified. This is not about being contrarian for its own sake — it's
about being Christensen-honest. He wrote the 2015 correction himself because
he valued precision over popularity.

Message teammates about any structural factors they may have missed. If the
disruption thesis fails your tests, say so clearly and explain why.

Spawning

Spawn all five as background agents. Use model: "sonnet" for teammates 1-4 (reasoning from principles). Use model: "sonnet" for teammate 5 as well (stress-testing). The lead (Opus) handles synthesis.

Agent: {
  team_name: "christensen-<subject-slug>",
  name: "cartographer",
  model: "sonnet",
  prompt: [full cartographer prompt with subject substituted],
  run_in_background: true
}

Repeat for rpv-diagnostician, jobs-archaeologist, trajectory-analyst, incumbents-advocate.

Assign tasks immediately:

TaskUpdate: { taskId: "1", owner: "cartographer" }
TaskUpdate: { taskId: "2", owner: "rpv-diagnostician" }
TaskUpdate: { taskId: "3", owner: "jobs-archaeologist" }
TaskUpdate: { taskId: "4", owner: "trajectory-analyst" }
TaskUpdate: { taskId: "5", owner: "incumbents-advocate" }

Phase 3: Monitor & Cross-Pollinate

While teammates work:

• Messages from teammates arrive automatically
• If a teammate asks a question, respond with guidance
• If two teammates discover conflicting information, message both to reconcile
• If a teammate finds something that dramatically changes the picture, alert others
• Pay particular attention to tension between the Cartographer/Trajectory Analyst (who may see disruption) and the Incumbent's Advocate (who stress-tests it)

Phase 4: Synthesize — The Christensen Verdict

After ALL teammates report back, the lead writes the final analysis. This is where the full disruption picture emerges — or falls apart.

The Synthesis Process

1. Collect all five analyses
2. Cross-reference — does the value network map match the jobs analysis? Does the RPV diagnosis explain why the incumbent can't respond to the trajectory the analyst plotted? Does the Advocate's stress-test invalidate any of this?
3. Apply the asymmetric motivation test — is the incumbent structurally motivated to ignore the entrant? If the incumbent IS motivated to fight, this is NOT disruption — it's sustaining innovation.
4. Identify the disruption cascade — if disruption is real, trace the full sequence: foothold → improvement → mainstream intersection → incumbent decline. Like the disk drives: 14" → 8" → 5.25" → 3.5". What are the stages here?
5. Apply the "How Will You Measure Your Life" lens — Christensen's deepest insight was that the same resource allocation failures that kill companies kill careers and relationships. Is there a personal/organizational parallel worth noting?
6. Render the verdict — one of four categories

Output Document

Write to thoughts/christensen/YYYY-MM-DD-<subject-slug>.md:

---
date: <ISO 8601>
analyst: Claude Code (christensen disruption skill)
subject: "<subject name>"
verdict: <DISRUPTION_IMMINENT | DISRUPTION_BREWING | DISRUPTION_UNLIKELY | SELF_DISRUPTION_REQUIRED>
disruption_type: <LOW_END | NEW_MARKET | HYBRID | SUSTAINING | NOT_APPLICABLE>
timeline: "<estimated years>"
confidence: <LOW | MEDIUM | HIGH>
---

# Christensen Disruption Analysis: [Subject]

> "There is something about the way decisions get made in successful
> organizations that sows the seeds of eventual failure."
> — Clayton Christensen, *The Innovator's Dilemma*

## The Subject

[One paragraph description of what's being analyzed]

## The Value Network (Cartographer)

### Industry Map
[Current structure: who serves whom, at what margins, on what dimensions]

### Disruption Vectors Identified
| Vector | Type | Entry Point | Incumbent Motivation to Ignore |
|--------|------|-------------|-------------------------------|
| [vector 1] | Low-end / New-market | [specific segment] | [HIGH/MED/LOW] |
| [vector 2] | ... | ... | ... |

### The Attack Mechanism
[How the disruption enters and what business model the incumbent can't copy]

### Six-Step Pattern Status
| Step | Status | Evidence |
|------|--------|----------|
| 1. Prototype exists | ✓/✗ | [evidence] |
| 2. Customers reject it | ✓/✗ | [evidence] |
| 3. Resources redirected | ✓/✗ | [evidence] |
| 4. Engineers leave | ✓/✗ | [evidence] |
| 5. Startup improves upmarket | ✓/✗ | [evidence] |
| 6. Incumbent responds too late | ✓/✗ | [evidence] |

---

## The Organizational Diagnosis (RPV Diagnostician)

### RPV Assessment
| Factor | Can Incumbent Respond? | Rating | Reason |
|--------|----------------------|--------|--------|
| Resources | YES/NO | [0-10] | [why] |
| Processes | YES/NO | [0-10] | [why] |
| Values | YES/NO | [0-10] | [why] |

### The Values Trap
[How the incumbent's margin expectations and market size thresholds
structurally prevent them from pursuing the disruptive opportunity]

### Response Options
| Option | Feasibility | Precedent |
|--------|-------------|-----------|
| Internal response | [LOW/MED/HIGH] | [example] |
| Autonomous unit | [LOW/MED/HIGH] | [example] |
| Acquisition (don't integrate) | [LOW/MED/HIGH] | [example] |
| Full transformation (Kmart path) | [LOW/MED/HIGH] | [example] |

---

## The Jobs Map (Jobs Archaeologist)

### Jobs Being Done
| # | Job | Functional | Emotional | Social | Currently Hired | Served? |
|---|-----|-----------|-----------|--------|----------------|---------|
| 1 | [job statement] | [dim] | [dim] | [dim] | [product] | OVER/WELL/UNDER/UN |
| 2 | ... | ... | ... | ... | ... | ... |

### The Real Competitive Set
[What the product actually competes against — the milkshake vs. banana insight]

### Nonconsumption Map
| Segment | Why They Can't Access | Size | Disruption Opportunity |
|---------|---------------------|------|----------------------|
| [segment] | [barrier] | [est. size] | [what would serve them] |

### Overserved Customers
[Which customers are getting more than they need and would switch to "good enough"]

---

## The Trajectory (Trajectory Analyst)

### Performance Curves
| Dimension | Customer Need | Current Product | Overshoot? | Trend |
|-----------|--------------|----------------|------------|-------|
| [dim 1] | [level] | [level] | NONE/SLIGHT/MOD/SEVERE | [improving/stable] |
| [dim 2] | ... | ... | ... | ... |

### Entrant's Improvement Rate
[How fast the entrant is improving, when curves intersect]

### Disruption Timeline
**Estimated intersection:** [X] years
**Confidence:** [LOW/MED/HIGH]
**Accelerators:** [what would speed it up]
**Decelerators:** [what would slow it down]

### Classification
**Type:** [DISRUPTIVE — LOW-END / DISRUPTIVE — NEW-MARKET / SUSTAINING / HYBRID]
**All five Christensen criteria met?** [YES / NO — which ones fail]

---

## The Stress Test (Incumbent's Advocate)

### Failure Mode Analysis
| Test | Result | Impact on Thesis |
|------|--------|-----------------|
| Network Effects | NONE/WEAK/MOD/STRONG | [how it changes the analysis] |
| Platform/Aggregation | APPLIES/DOESN'T APPLY | [how it changes the analysis] |
| Consumer Experience | CEILING EXISTS/NO CEILING | [how it changes the analysis] |
| Regulation | BLOCKS/SLOWS/NO EFFECT | [how it changes the analysis] |
| Incumbent Response | LIKELY/UNLIKELY | [how it changes the analysis] |
| Falsifiability | TESTABLE/UNFALSIFIABLE | [how it changes the analysis] |
| 7 Powers | [which powers protect] | [how it changes the analysis] |

### Theory Applicability
**Does Christensen's framework apply here?** [FULLY / PARTIALLY / POORLY]
**If partially/poorly, what framework applies better?**
[Aggregation Theory / Platform Economics / 7 Powers / Other]

---

## THE DISRUPTION VERDICT

### Christensen's Four Categories

**[ ] DISRUPTION IMMINENT** — All conditions present. Foothold established,
  trajectory improving faster than customer needs grow, incumbent structurally
  unable to respond. 3-5 year horizon. The integrated mills are about to lose
  sheet steel.

**[ ] DISRUPTION BREWING** — Foothold established but trajectory unclear or
  slow. The entrant is at rebar stage — the incumbent is happy to cede this
  segment. But the improvement curve suggests mainstream intersection in 5-15
  years. Watch the trajectory.

**[ ] DISRUPTION UNLIKELY** — Structural defenses (network effects, regulation,
  integration advantages, no performance overshoot) block the disruption
  pattern. The incumbent may face other threats, but not Christensen-style
  disruption from below.

**[ ] SELF-DISRUPTION REQUIRED** — The company sees the threat and has the
  resources to respond, but its Processes and Values prevent it. It must
  create an autonomous unit, acquire a company with the right P&V (and NOT
  integrate it), or undergo full transformation. The clock is ticking.

### Verdict: [DISRUPTION IMMINENT / BREWING / UNLIKELY / SELF-DISRUPTION REQUIRED]

**Disruption type:** [LOW-END / NEW-MARKET / HYBRID / NOT APPLICABLE]
**Timeline:** [X years]
**Confidence:** [LOW / MEDIUM / HIGH]

**Reasoning:** [2-3 paragraphs that trace the logic through value network →
RPV → jobs → trajectory → stress test. Reference specific findings from each
analyst. Be honest. If the evidence is mixed, say so. If the framework doesn't
fit this situation well, say so — Christensen himself valued precision over
application.]

### What Christensen Would Say

[Write 2-3 paragraphs in Christensen's voice — professorial, patient, story-driven.
He would tell a case study analogy, then let the pattern speak for itself. He'd
likely say something like: "It's completely predictable, isn't it?" He would connect
the business analysis to a deeper principle about how organizations and people make
decisions. He might reference the marginal cost of integrity or the resource
allocation trap in personal life. His voice is gentle but unflinching — he delivers
hard truths through stories, not pronouncements.]

### If You're the Incumbent: The Survival Rules

[Based on the analysis, write 3-5 rules for the incumbent, derived from
Christensen's prescriptive framework:]

1. **[Rule]** — because [mechanism from the analysis]
   (Precedent: [historical example])
2. ...

### If You're the Challenger: The Disruption Playbook

[If applicable, write 3-5 rules for the challenger:]

1. **[Rule]** — because [mechanism]
   (Christensen: "[relevant quote]")
2. ...

Phase 5: Present & Follow-up

Present the verdict to the user with key highlights:

## Christensen Verdict: [Subject] — [VERDICT]

**Disruption type:** [type]
**Timeline:** [X years]
**Confidence:** [confidence]

**Value network:** [one-sentence summary of the competitive structure]
**RPV diagnosis:** [can the incumbent respond? why/why not]
**Jobs insight:** [the key job insight — what's the milkshake-vs-banana here?]
**Trajectory:** [when does "good enough" arrive for the mainstream?]
**Stress test:** [what structural factors protect or doom the incumbent?]

**What Christensen would say:** "[key quote in his voice]"

Full analysis: `thoughts/christensen/YYYY-MM-DD-<slug>.md`

Want me to:
1. Deep-dive into any analyst's findings?
2. Run /munger on the same subject for a complementary analysis?
3. Analyze a specific competitor or challenger in more detail?
4. Compare disruption risk across multiple companies? (batch mode)

Batch Mode

If the user wants to compare multiple companies/markets:

1. Run the full analysis on each (can parallelize — one team per subject)
2. At the end, produce a disruption risk leaderboard:

## Christensen Disruption Risk Leaderboard

| Rank | Subject | Verdict | Type | Timeline | RPV Block | Confidence |
|------|---------|---------|------|----------|-----------|------------|
| 1 | [name] | IMMINENT | Low-end | 3yr | Values | HIGH |
| 2 | [name] | BREWING | New-market | 8yr | Processes | MEDIUM |
| 3 | [name] | UNLIKELY | N/A | N/A | N/A | HIGH |

Scoring Discipline

• Be Christensen, not a buzzword generator. Most things people call "disruptive" are actually sustaining innovations. If Uber isn't disruptive by Christensen's own analysis, most things aren't. Apply the test rigorously.
• Cite the source analyst. Every claim traces to a specific teammate's finding.
• Flag theory limitations. If the framework doesn't apply (platforms, network effects, consumer experience), say so explicitly. Christensen would.
• The "DISRUPTION UNLIKELY" verdict is respectable. Many markets have structural defenses against disruption. Saying "this isn't disruptive" is not a failure — it's analytical precision. Christensen wrote 3,000 words in HBR specifically to say that Uber isn't disruptive.
• Jobs-to-Be-Done is the demand-side check. If you can't identify the job the entrant serves that the incumbent ignores, you don't have disruption — you have substitution. Be precise about the distinction.
• Performance overshoot must be REAL, not assumed. King & Baatartogtokh found overshoot in only 22% of Christensen's own cases. Don't assume it exists — test for it with actual evidence.

Important Notes

• Cost: This skill spawns 5 agents. It's expensive. Worth it for serious strategic analysis, not for casual questions about whether something is disruptive (just apply the five-criteria test yourself for quick checks).
• Sonnet for teammates, Opus for synthesis: The lead handles the disruption verdict and cross-referencing — that's where deep reasoning matters.
• No team? No problem: If teams aren't enabled, run 5 sequential background agents and collect results. Same analysis, just no cross-talk.
• Pair with /munger: Christensen tells you WHO is vulnerable and WHY they can't respond. Munger tells you whether the CHALLENGER has good economics. Run both for a complete picture. Christensen assesses the incumbent's doom; Munger assesses the challenger's viability.
• Pair with /thiel: Thiel asks "is this 0-to-1?" while Christensen asks "is this disrupting from below?" They're complementary — sometimes the right move is not to disrupt an existing market but to create a new one entirely.
• This framework has known blind spots: platform businesses, network-effect markets, consumer experience markets, regulated industries, and winner-take-all dynamics. The Incumbent's Advocate exists to flag these. Take the Advocate seriously — Christensen himself took his critics seriously enough to write a 3,000-word correction in HBR.
• Primary sources for deeper reading:
  • The Innovator's Dilemma (1997) — the core framework
  • The Innovator's Solution (2003) — the prescriptive follow-up
  • "What Is Disruptive Innovation?" (HBR, Dec 2015) — the clarification
  • Competing Against Luck (2016) — Jobs-to-Be-Done theory
  • "How Will You Measure Your Life?" (HBR, Jul 2010) — the personal framework