Use BEFORE saving any .md under .augment/, dist/agent-src*/, or agents/ — scans umlauts, German function words, and German phrases outside DE:/EN: anchor blocks. Hard gate per language-and-tone.
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Use when consolidating session signals into curated memory — four-phase loop ORIENT → GATHER → CONSOLIDATE → PRUNE. Triggers on 'mine my sessions', 'consolidate memory', 'review intake signals'.
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When shaping a non-trivial migration — rollout phases, dual-write windows, cutover sequencing, deprecation cycles — hands off to the framework-specific migration skill for DDL once locked.
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Use when building an MCP server in Python (FastMCP) or Node/TypeScript (MCP SDK) — agent-centric tool design, input schemas, error handling, and the 10-question evaluation harness.
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Generate a logo or brand mark — structured prompt, provider routing, and a true-vector path. Use for logo or brand mark generation.
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When shaping the primary message, supporting proofs and audience-by-message matrix from a locked positioning frame — before any copy or launch beat. Triggers on 'tighten the message stack'.
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Use when a repo has its own generators, scripts or turbo tasks and an agent reaches for a generic skill instead — derive a Playbook context (ADR-244) from the real config, graded by the tree.
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Use when debugging PHP with Xdebug — breakpoints, step-through, dual-container setup, IDE configuration, header-based routing — even when the user just says 'why does this blow up on request X'.
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Use when shaping a Playwright suite — locator strategy, Page Object boundaries, fixture composition, flake-prevention architecture, CI-vs-local split — even on 'design our E2E tests'.
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Refine a persona from recent corrections — tightens its Unique Questions, governance-gated; explicit request only. Skill analog → skill-improvement-pipeline.
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Use when creating, merging, splitting, filling, or extracting from a PDF — library-per-task, output validated. Triggers on 'merge these PDFs', 'fill this PDF form', 'split the PDF', 'create a PDF'.
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Performance audit — bottleneck profiling, N+1 query detection, hot-path analysis; explicit request only, not part of regular feature work.
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Use when creating or editing a persona in src/agent-src/personas/ — voice / focus / unique questions / output expectations — even when the user just says 'add a reviewer voice for X'.
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Use when shaping a fuzzy product ask into a refined backlog item — problem framing, user-story rewrite, AC tightening — even if the user just says 'help me write this ticket'.
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Use when adjudicating an operational go/no-go from typed evidence — a readiness enum with an explicit floor where one red is not-ready, unknown is never green, and no score can average a red away.
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Use when designing engineering 1:1s — cadence, agenda mix, growth-vs-blocker-vs-trust shape, cancellation anti-patterns. Triggers on 'fix my 1:1s', 'should I cancel 1:1s this week'.
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Use when documenting APIs — OpenAPI/Swagger, PHP attributes, Redocly validation, versioned specs — even when the user just says 'document this endpoint' without naming OpenAPI.
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Use when optimizing application performance — caching strategies, eager loading, query optimization, Redis patterns, or background job design.
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Before stating any specific fact about an LLM provider's product — models, pricing, limits, context windows, SDK/API — for OpenAI, Gemini, Claude & others, verify against official docs, not memory.
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Use when writing, generating, or improving Pest tests for Laravel — clear intent, good coverage, maintainable structure, and alignment with project testing conventions.
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Use when the user says 'create service', 'new service class', or needs a PHP service following SOLID principles with proper DI and repository usage.
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Use when designing or auditing a sales pipeline — stage exit criteria, per-cell conversion, coverage reasoning, leak detection. Triggers on 'tighten our pipeline', 'where is the leak'.
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Use when shaping team structure — functional vs squad, span-of-control, reorg cost, Conway-aware boundaries. Triggers on 'should we reorg', 'how do we split this team'.
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Use when an idea becomes a Pixar-style animation prompt — character sheet, scene, image, video; emotional beat, want, obstacle. Triggers 'Pixar prompt', 'animated scene'. Live-action → video-director.
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