estimation

Bound it before you build it. Use when a decision is blocked by "we don't have data", an estimate looks suspiciously precise, someone asks "is this even feasible?", "how much capacity do we need?", "w

SKILL.md

GitHub

Estimation

Problem shape: a quantity is needed for a decision, but there is no measurement — or there is a single number with false precision and no bracket. The move is order-of-magnitude decomposition, two-sided bounds, and limits derived before methods are chosen.

Relevant geniuses

Agent Use when
fermi decision blocked by missing data; single number with no bracket; feasibility check before committing resources; sanity-check a claimed figure
erlang capacity planning, queue sizing, arrival-vs-service balance, latency exploding near saturation (Little's law audits)
thompson "will this design survive 10x scale?" — surface-to-volume and allometric scale-break analysis
laplace priors need eliciting; estimates need updating as evidence arrives; forecaster calibration is unknown
carnot efficiency claims with no derived theoretical limit; "where is the irreversible loss?"
erdos existence/threshold questions on large combinatorial spaces — probabilistic method instead of enumeration

Invocation

  1. Pick the best-fit agent above. If two or more fit, run tools/genius-invoker.sh route "<problem>" and take the top ranked match.
  2. Load it: tools/genius-invoker.sh invoke <agent> "<problem>", then read agents/genius/<agent>.md in full.
  3. Apply the agent's <workflow> step by step and answer in its <output-format>. Every estimate ships as a two-sided bracket with the dominant uncertainty named — never a bare point value.
  4. Cross-check: two independent decompositions must agree within ×10 before the estimate is used for a decision (fermi's sanity-check shape).
  5. If no shape above matches, use a standard team agent instead.

Refuse when

  • The requester wants a precise number a bracket cannot honestly provide — say what measurement would be needed instead.
  • The estimate would be quoted without its bounds.