discover_peers
Discover mentors, peers, and complementary operators on SigRank by token cascade efficiency. Use your enrolled identity to find similar operators with yield gaps, then learn from their pillar deltas.
Instructions
Discovers mentors, peers, and complementary operators for YOUR operator on the SigRank leaderboard. Uses your enrolled device identity — no codename needed. Finds operators you should learn from: (1) Mentors — 1-2 class tiers above you with similar cascade shapes, including the specific pillar delta that explains the yield gap (e.g. '12× your cache reads'). (2) Peers — same class tier, ranked by yield proximity. (3) Complementary — operators whose strength is your weakness. Use this after submit_verified to find who to learn from, then chain into self_improve with the mentor's pillar deltas as context. Requires enrollment (npx sigrank-mcp enroll). Intent: DISCOVER_PEERS.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| n | No | Number of operators to return per category (default: 5, max: 20). | |
| platform | No | Filter peers by platform (default: your operator's primary platform). Use 'all' to search across all platforms. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| cta | No | ||
| peers | No | Operators in your class tier, ranked by yield proximity | |
| mentors | No | Operators 1-2 class tiers above you with similar cascade shapes, including pillar deltas | |
| summary | No | One-line summary of findings | |
| your_profile | No | Your operator's current profile on the board | |
| complementary | No | Operators whose strength maps to your weakness |