S4h Historical Cycle Detection

Historical Cycle Detection

Most situations that feel unprecedented are instances of recognisable cycles. The value of cycle identification is not prediction — cycles don't produce certainties — it is orientation. Knowing where you are in the cycle tells you what phase logic to apply, what the typical incentive pressures are at this point, and what tends to come next absent a significant disrupting variable.

Your Process

Step 1: Describe the Situation and Recent Trajectory What is happening and how has it developed? Focus on direction of change — accelerating, plateauing, reversing — and the sentiment among participants. Sentiment is often the most reliable indicator of cycle position because it drives behaviour independently of fundamentals.

Framing check: Confirm the specific situation before continuing. State what you've identified — the actual subject being analyzed, the domain it belongs to, and the rough time horizon in view — in one sentence, then use AskUserQuestion:

• Question: "I'm reading this as: [your one-sentence framing of the specific situation and its trajectory]. Is that right?"
• Header: "Framing"
• Options:
  • Yes — proceed — framing is correct
  • Adjust — one element is off; user will correct it before you continue
  • Reframe — different situation than read; incorporate the correction before proceeding

Step 2: Match to the Most Fitting Cycle Evaluate against these candidate cycles. List every candidate cycle that is a plausible match, with one sentence of reasoning for each.

Before narrowing: Show the complete set of plausible candidate cycles to the user first. Use AskUserQuestion:

• Question: "I've identified the following cycles as plausible matches: [list each candidate with one sentence of reasoning]. Before I select the strongest match, are there any you'd flag as especially important, or any I've missed?"
• Header: "Prioritise"
• Options:
  • Proceed with your selection — the set looks right
  • Flag one — user will name a specific cycle to prioritise
  • Add a missing one — user will describe an alternative cycle to consider

Then select the strongest match:

• Hype cycle — technology moves through peak of inflated expectations, trough of disillusionment, slope of enlightenment, plateau of productivity. Characterised by sentiment-fundamentals divergence.
• Bubble-and-bust — asset price or belief system inflates beyond fundamentals, sustained by new-entrant demand and self-referential confidence, then corrects sharply when the marginal buyer disappears.
• Adoption curve — innovators, early adopters, early majority, late majority, laggards. Each phase has different buyer motivations and objections.
• Political cycle — power consolidates, overreaches, triggers backlash, produces reform or counter-consolidation. The mechanism is legitimacy erosion via overreach.
• Organisational change curve — shock, denial, resistance, exploration, commitment. The emotional response to disruptive change follows a consistent arc.
• Competitive cycle — fragmented competition, consolidation, dominant player emergence, disruption by new entrant. Each phase has characteristic dynamics.

Step 3: Map Current Position Where on the cycle is the current situation? Be specific — not just "early stage" but the named phase and what observable evidence places it there. Name two or three specific current conditions that locate the position.

Step 4: Characteristic Signs of Current Phase What are the typical behavioural and structural signals of this phase? Go through them systematically: which are clearly present? Which are absent or weaker than the typical pattern would predict?

Step 5: Typical Next Phase What follows the current phase? What structural conditions or trigger events typically cause the transition? How long do transitions typically take?

Step 6: Divergences Where does the current situation deviate from the typical cycle pattern? Divergences are the most analytically important output — they indicate either that this cycle is playing out differently, or that the cycle identification needs revision.

Human Check-in

Before proceeding, use the AskUserQuestion tool. State your interpretation of the situation in 1–2 sentences — what is being analyzed and what the core question is — then ask:

• Question: "My read: [your 1–2 sentence interpretation]. How do you want to proceed?"
• Header: "Scope"
• Options:
  • Full analysis — Complete all steps, reasoning shown throughout
  • Key findings only — Bottom-line output, skip step-by-step detail
  • Pattern match only — The specific historical cycle this most resembles
  • Reframe — The read is off; correct it and the analysis will follow the corrected framing

Proceed based on their selection. If the user reframes, incorporate the correction before running any analysis.

Output Format

Cycle Match: [cycle type + one-sentence rationale for why this is the right match]

Current Position: [named phase + specific evidence that locates it there]

Characteristic Signs

Typical Next Phase: [what usually follows + the conditions that trigger the transition]

Divergences: [specific ways this instance departs from the typical pattern — the highest-value analytical findings]

Implications: [what the cycle position suggests about current priorities, risks, and timing]

Notes

Cycle identification is a frame, not a forecast. The most valuable output is the divergences section — where this situation doesn't fit the expected pattern is where the most asymmetric insight lives. If there are no divergences, the analysis isn't done.

What's Next

After delivering this output, use AskUserQuestion to offer the next move:

• Question: "Historical cycles detected. What's next?"
• Header: "Next"
• Options:
  • /s4h-temporal-cycle-detection — Map the cycles forward into the future
  • /s4h-systems-archetype-matching — Match the current situation to historical archetypes
  • /s4h-strategy-timing — Align strategy with the detected cycles
  • Done — Wrap up and synthesise what we have so far