cost-estimationlisted
Install: claude install-skill Habitat-Thinking/ai-literacy-superpowers
# Cost Estimation
Estimate, *before* work runs, the token usage and time a task will
consume flowing through the orchestrator pipeline — and a dollar cost
**only when observed actuals exist to ground it**.
This is the **prospective** counterpart to the **retrospective**
`cost-tracking` skill. `cost-tracking` *records* what was spent into
`observability/costs/YYYY-MM-DD-costs.md`; this skill *reads* those same
snapshots as its $/token ground and *predicts* what a task will spend.
The two are siblings — a reader who finds one should find the other (see
[Sibling relationship](#sibling-relationship-to-cost-tracking)).
The day-one deliverable is a **token + time estimate**. Both axes are
fully groundable from `MODEL_ROUTING.md` today, so they are the honest
first-version value of this capability. The dollar figure is an
**actuals-gated enhancement** — present and grounded only when an
`observability/costs/` snapshot supplies a usable $/token rate, otherwise
omitted with an explicit disclosure (never a forced list-price guess).
This skill is **methodology and a format contract**. It describes how an
estimate is derived and what an estimate record must contain. It does not
dispatch an agent, write a file, or decide go/no-go — see
[What this skill does NOT do](#what-this-skill-does-not-do).
## An Estimate Is a Range, Never a Point
The material decision this skill locks: **an estimate is a range with
disclosed confidence, never a point value.**
A point value invites false preci