cost-trackinglisted
Install: claude install-skill Habitat-Thinking/ai-literacy-superpowers
# Cost Tracking
Capture, record, and track AI tool costs over time. Cost data feeds
into health snapshots and informs model routing decisions.
This skill does not access billing APIs directly — it guides the user
through checking their provider dashboards and recording the data in
a structured format that the plugin can read.
## Why Track Costs
Without cost data:
- MODEL_ROUTING.md routing rules are theoretical
- The break-even calculation for self-hosting is impossible
- Cost per PR/feature is unknown — no way to optimise
- Budget conversations happen without evidence
With cost data:
- Routing rules are validated against actual spend
- Self-hosting decisions are grounded in real numbers
- Cost trends reveal whether AI adoption is efficient
- Budget conversations have receipts
## Two actuals records: the quarterly snapshot and the per-PR record
This skill owns **two** actuals formats under `observability/costs/`:
- **The quarterly snapshot** (below) — a **provider-level aggregate** of spend and
tokens across all work for a billing period, captured by `/cost-capture`.
- **The per-PR actuals record** — a **single-task** structural footprint (which
stages ran, review cycles, files) plus human-supplied token/cost figures when
available, written by the integration-agent at merge time and read by the
`cost-estimator` as a `kind: calibration` source. It lives under
`observability/costs/per-pr/` and is defined in
[`references/per-pr-actuals-format.md`](reference