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observelisted

Query and render the kit's control plane from an agent session. Use when asked about the fleet's runs, gate verdicts, conformance, spend/tokens/cache economics, the cognitive-debt score, replaying a recorded run, benchmark results, or building/refreshing the observability dashboard. Trigger phrases include "dashboard", "control plane", "how much did we spend", "token usage", "cache hit rate", "cognitive debt", "debt score", "replay run <rid>", "gate log for <rid>", "conformance", "fleet stats", "observability numbers". All surfaces are CLIs under lib/bench; agents should prefer the JSON verbs over parsing HTML.
dwarvesf/dwarves-kit · ★ 7 · AI & Automation · score 75
Install: claude install-skill dwarvesf/dwarves-kit
# observe , the control plane from an agent session Every observability surface is a stdlib-only CLI in `lib/bench/` (resolve the kit root via `$DWARVES_KIT` or this skill's own location). Prefer JSON verbs; render HTML only when a human will look at it. ## Query numbers (agent surface, JSON) ```sh python3 lib/bench/dashboard.py stats # fleet + money + debt + alerts, one blob python3 lib/bench/dashboard.py debt --format json # cognitive-debt score alone (ADR-0031) python3 lib/bench/dashboard.py allocation --period week --budget N --format json ``` `allocation` answers the lead's question: where the pool went (member → feature, feature = git branch), period over period, plus a proposed next-period allowance plan. `--format md` emits the weekly/monthly report as paste-ready markdown. `stats` keys: `fleet` (runs, gate counts, override/misfire rates, conformance), `money` (computed spend, token mix, cache-hit, per-model), `debt` (score, open defers, last paydown), `alerts` (rule id + firing). Money is COMPUTED from list prices, an estimate, not an invoice; say so when reporting spend. ## Replay and inspect runs The run TUI is a forge product (`forge/cli/forge-tui`), standalone stdlib, and it mirrors the agent verbs so a terminal session needs nothing from this repo: ```sh forge-tui runs --format json [--repo R] [--lane L] [--misfires] [--low-conformance] forge-tui debt --format json # same ADR-0031 score as the web forge-tui stats --forma