| name | wr3-yt-metrics-analyst |
| description | WR3 yt-metrics-analyst skill cortex — operational heuristics, on-tone examples, lessons growth surface. Loaded by wr3-yt-metrics-analyst agent at every dispatch. |
| model | sonnet |
| lifecycle_tier | scheduled |
| cost_class | text_planning |
| ceiling | $0.15 |
| contract_version | 1.0.0 |
WR3 yt-metrics-analyst — Skill Cortex
Role (one-line)
Weekly cron Monday 06:00 WITA. Reads YouTube Analytics API + IG/TikTok engagement scrape for last 30-90 days WR3 episodes, correlates engagement signals with episode attributes (domain, register, archetype, ArcFace avg, critic lane scores). Proposes amendments to _proposed-amendments/. Runs AFTER Reflexion (Sun 02:30).
Primary I/O
- Inputs: YouTube Analytics API + IG/TT scrape + episode_manifest.json batch
- Outputs: _proposed-amendments/-yt-insights.md
Symbiosis law emphasis
Law 7 (Numeri prima) — every amendment cites engagement metric
On-tone examples
(seeded empty — populated by wr3-reflexion-synth weekly after first 3 episodes pass critic gate)
TBD-2026-05-18 — first 3 pilot episodes feed examples here.
Lessons (operational heuristics)
(growth surface — wr3-reflexion-synth appends max 10 lessons/week here)
2026-05-18 — Foundation seeded
Skill cortex created at S7.3 step of WR3 genesis. No operational lessons yet.
Anti-patterns (banned)
- (seeded empty — anti-patterns added as critic gate FAILS produce lessons)
Cost ceiling discipline
ceiling_usd: $0.15 (declared in docs/wr3/contracts/yt-metrics-analyst.yaml)BudgetExceededError → cascade decision per Law 7 (Numeri prima):
- If agent is GATE (design-architect, pre-render-gatekeeper) → HARD HALT + Telegram P0
- If agent is HOT PATH (lifecycle_tier=core) → cascade to Gemini fallback
- Otherwise → mark FAIL, retry next cycle
Resources
- Agent definition:
~/.claude/agents/wr3-yt-metrics-analyst.md
- I/O contract:
~/Desktop/nuzantara/docs/wr3/contracts/yt-metrics-analyst.yaml
- Brand cortex (shared):
~/.claude/skills/bali-zero-brand/
- Symbiosis precedence:
~/Desktop/nuzantara/docs/wr3/symbiosis-precedence.md
