Full autonomous Salesforce delivery pipeline: ideate (if needed) -> brainstorm (if needed) -> plan -> deepen -> work -> review -> resolve feedback -> polish (if UI surface) -> test -> optionally deploy. Use when the user says 'lfg', 'ship this', 'do the whole thing', 'autopilot this Salesforce feature', 'end-to-end…
Run metric-driven iterative optimization loops on a Salesforce target. Define a measurable goal (Apex CPU time, SOQL count, query selectivity, LWC bundle size, governor-limit headroom), build measurement scaffolding, then run experiments. Use for 'optimize this query', 'reduce SOQL count', 'speed up this trigger'…
Create structured implementation plans for Salesforce features. Use when planning Apex changes, LWC components, Flow automation, integrations, metadata deployments, or any multi-step Salesforce build. Also deepen existing plans. Use when the user says 'plan this Apex feature', 'how should I build this LWC', 'plan the…
Polish a Salesforce front-end surface after it works and passes review — make it feel right. Stack-aware: detects LWC, Aura, Experience Cloud (LWR), or React/headless clients and applies the matching design, accessibility (WCAG), and copy lens. Use when the user says 'polish this LWC', 'design review', 'make this feel…
Write or refresh a value-first PR description for a Salesforce branch or PR. Use when the user says 'write a PR description', 'refresh the PR description', 'describe this Apex change', 'document this metadata bundle', 'rewrite this PR'. Highlights Salesforce scope: Apex/LWC/Flow/metadata included, deploy targets, Apex…
Render a Salesforce planning document (plan, requirements, brainstorm) in the Proof editor for human-in-the-loop review and comment-driven iteration. Use when the user says 'view this in proof', 'share this plan to proof', 'HITL this Apex design'.
Generate release notes for a Salesforce package or plugin from PRs, commits, and changelog entries. Use when shipping a managed package version, an unlocked package, or a plugin release. Trigger phrases: 'write release notes', 'generate the changelog'.
Produce a structured Salesforce bug report with environment, reproduction steps, expected vs. actual behavior, governor-limit context, and org-shape details. Use when filing a bug report for Salesforce work. Trigger phrases: 'file a bug', 'report this bug', 'write up this issue'.
Resolve PR review feedback on a Salesforce PR by evaluating validity and fixing issues in parallel. Use when the user says 'resolve PR feedback', 'address review comments', 'fix the review threads'. Salesforce-aware: distinguishes Apex-style reviewer suggestions from valid governor-limit/security/sharing concerns.
Retune the Salesforce Compound Engineering plugin skill corpus for a new model, measurement-first: mine the run archive for a baseline, establish a noise floor, audit the corpus adversarially, then cut in measured passes until a pre-registered bar clears. Use when a new model changes how the SF plugin follows Apex…
Review Salesforce code for quality, governor limits, bulkification, security (CRUD/FLS/SOQL injection), sharing model, performance, and platform best practices using parallel agent dispatch. Use when the user says 'review this Apex', 'review this LWC', 'review this Flow', 'check this trigger', 'audit this SOQL'…
Extract conversation skeleton and error signals from a single Claude/Codex/Cursor session file. Internal helper for sf-sessions; not usually invoked directly.