Good morning
Jay, your Skillforce readiness is 81/100
Top gap: cost-latency. FlowAgent has queued in-flow nudges across Cursor, Gus, and Slack for today.
Readiness
81
Weekly AI
85%
AI Pr
68%
Streak
12d
81
Readiness
'Hello Jay , I am Pip the Panda - your AI enablement and Learning navigator'
Badges
6/6
Personalized
Your AI Skill Graph
Live edges from Git, Gus, Slack, Workday. Targets set by grade.
agent-design80 / target 80
evals70 / target 70
prompt-builder70 / target 70
einstein-trust-layer60 / target 60
cost-latency0 / target 60
Today
Daily Nudges
In-flow, surface-native. Tap any to act.
Sdlc × AI enablement
AI in every event, at every stage
Telemetry
Sdlc Signals
One row per tool you touch. Tap any to open.
| Tool | Weekly events | AI-assisted | Level | Recommends |
|---|---|---|---|---|
| Claude Code | 52 | 66% | L3 · Proficient | Author a reusable pattern from your Claude Code workflow. Ruth will publish it org-wide. |
| Cursor | 66 | 81% | L4 · Multiplier | Mentor a cohort of Adopters on Cursor. Zig will pair you with 5 engineers this sprint. |
| Agent Builder | 58 | 72% | L4 · Multiplier | Mentor a cohort of Adopters on Agent Builder. Zig will pair you with 5 engineers this sprint. |
| Prompt Builder | 70 | 85% | L4 · Multiplier | Mentor a cohort of Adopters on Prompt Builder. Zig will pair you with 5 engineers this sprint. |
| GUS | 73 | 88% | L4 · Multiplier | Mentor a cohort of Adopters on GUS. Zig will pair you with 5 engineers this sprint. |
| Slack | 66 | 81% | L4 · Multiplier | Mentor a cohort of Adopters on Slack. Zig will pair you with 5 engineers this sprint. |
| SFCI | 62 | 76% | L4 · Multiplier | Mentor a cohort of Adopters on SFCI. Zig will pair you with 5 engineers this sprint. |
Telemetry-verified
Rewards & Badges
Earned from real adoption signal — no self-report. Tap any badge.
ExplorerExplorer
Signed in, ran your first AI-assisted change.
Earned · telemetry-verified✓
AdopterAdopter
AI is now part of your daily flow.
Earned · telemetry-verified✓
Trust-Layer ProAdopter
Ships prompts that pass Einstein Trust Layer on the first try.
Earned · telemetry-verified✓
Pattern AuthorAuthor
Published a reusable pattern to the org-wide library.
Earned · telemetry-verified✓
Mined org-wide
Pattern Library
Ranked by fit to your gaps.
- evalAgentforce Action Eval HarnessGolden-set driver for Agentforce Actions. Latency, cost, refusal, factuality checks.Agentforce Platform · 88 reuses · matches 1 of your gapsOpen →
- toolModel Router Policy (task-class driven)Routing config: reasoning / coding / fast / embedding / judge. Cost + latency budgets per surface.EPT / AI Platform · 33 reuses · matches 1 of your gapsOpen →
- promptApex PR Review Prompt (Trust-Layer safe)Structured review prompt for Apex PRs. Enforces null-safety, SOQL injection, sharing rules, and Trust Layer patterns.Core Cloud / Payments Guild · 142 reusesOpen →
- workflowLWC → Agent Action Refactor RecipeStep-by-step Claude Code plan converting a legacy LWC service call into an Agentforce Action.Slack Eng / Growth · 61 reusesOpen →
Cohorts
Launchpad
Auto-assembled from Skill Graph gaps.
- JoinAI Bootcamp: In-Flow Coding with Cursor + Claude Code2-week cohort · EventAgent pairs you with matched peers
- JoinAgentforce Action Design Workshop1-week cohort · EventAgent pairs you with matched peers
- JoinPrompt Builder & Trust Layer Deep Dive1-week cohort · EventAgent pairs you with matched peers
- JoinData Cloud RAG Launchpad2-week cohort · EventAgent pairs you with matched peers
Closed-loop
Impact forecast · next 6 weeks
If you follow Skillforce recommendations at current pace.
AI Pr ratio
+19 pts
Cycle time
-14%
Forecast built by ImpactAgent from your last 30 days of Git + Gus + Sfci + Slack telemetry.
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Press Run to stream a supervisor + 8 sub-agent trace on the Agentforce bus. Every message is a real LLM call keyed to your live skill graph.