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* feat: /gsd:ai-phase + /gsd:eval-review — AI evals and framework selection layer Adds a structured AI development layer to GSD with 5 new agents, 2 new commands, 2 new workflows, 2 reference files, and 1 template. Commands: - /gsd:ai-phase [N] — pre-planning AI design contract (inserts between discuss-phase and plan-phase). Orchestrates 4 agents in sequence: framework-selector → ai-researcher → domain-researcher → eval-planner. Output: AI-SPEC.md with framework decision, implementation guidance, domain expert context, and evaluation strategy. - /gsd:eval-review [N] — retroactive eval coverage audit. Scores each planned eval dimension as COVERED/PARTIAL/MISSING. Output: EVAL-REVIEW.md with 0-100 score, verdict, and remediation plan. Agents: - gsd-framework-selector: interactive decision matrix (6 questions) → scored framework recommendation for CrewAI, LlamaIndex, LangChain, LangGraph, OpenAI Agents SDK, Claude Agent SDK, AutoGen/AG2, Haystack - gsd-ai-researcher: fetches official framework docs + writes AI systems best practices (Pydantic structured outputs, async-first, prompt discipline, context window management, cost/latency budget) - gsd-domain-researcher: researches business domain and use-case context — surfaces domain expert evaluation criteria, industry failure modes, regulatory constraints, and practitioner rubric ingredients before eval-planner writes measurable criteria - gsd-eval-planner: designs evaluation strategy grounded in domain context; defaults to Arize Phoenix (tracing) + RAGAS (RAG eval) with detect-first guard for existing tooling - gsd-eval-auditor: retroactive codebase scan → scores eval coverage Integration points: - plan-phase: non-blocking nudge (step 4.5) when AI keywords detected and no AI-SPEC.md present - settings: new workflow.ai_phase toggle (default on) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * fix: refine ai-integration-phase layer — rename, house style, consistency fixes Amends the ai-evals framework layer (df8cb6c) with post-review improvements before opening upstream PR. Rename /gsd:ai-phase → /gsd:ai-integration-phase: - Renamed commands/gsd/ai-phase.md → ai-integration-phase.md - Renamed get-shit-done/workflows/ai-phase.md → ai-integration-phase.md - Updated config key: workflow.ai_phase → workflow.ai_integration_phase - Updated repair action: addAiPhaseKey → addAiIntegrationPhaseKey - Updated all 84 cross-references across agents, workflows, templates, tests Consistency fixes (same class as PR #1380 review): - commands/gsd: objective described 3-agent chain, missing gsd-domain-researcher - workflows/ai-integration-phase: purpose tag described 3-agent chain + "locks three things" — updated to 4 agents + 4 outputs - workflows/ai-integration-phase: missing DOMAIN_MODEL resolve-model call in step 1 (domain-researcher was spawned in step 7.5 with no model variable) - workflows/ai-integration-phase: fractional step ## 7.5 renumbered to integers (steps 8–12 shifted) Agent house style (GSD meta-prompting conformance): - All 5 new agents refactored to execution_flow + step name="" structure - Role blocks compressed to 2 lines (removed verbose "Core responsibilities") - Added skills: frontmatter to all 5 agents (agent-frontmatter tests) - Added # hooks: commented pattern to file-writing agents - Added ALWAYS use Write tool anti-heredoc instruction to file-writing agents - Line reductions: ai-researcher −41%, domain-researcher −25%, eval-planner −26%, eval-auditor −25%, framework-selector −9% Test coverage (tests/ai-evals.test.cjs — 48 tests): - CONFIG: workflow.ai_integration_phase defaults and config-set/get - HEALTH: W010 warning emission and addAiIntegrationPhaseKey repair - TEMPLATE: AI-SPEC.md section completeness (10 sections) - COMMAND: ai-integration-phase + eval-review frontmatter validity - AGENTS: all 5 new agent files exist - REFERENCES: ai-evals.md + ai-frameworks.md exist and are non-empty - WORKFLOW: plan-phase nudge integration, workflow files exist + agent coverage 603/603 tests passing. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * feat: add Google ADK to framework selector and reference matrix Google ADK (released March 2025) was missing from the framework options. Adds Python + Java multi-agent framework optimised for Gemini / Vertex AI. - get-shit-done/references/ai-frameworks.md: add Google ADK profile (type, language, model support, best for, avoid if, strengths, weaknesses, eval concerns); update Quick Picks, By System Type, and By Model Commitment tables - agents/gsd-framework-selector.md: add "Google (Gemini)" to model provider interview question - agents/gsd-ai-researcher.md: add Google ADK docs URL to documentation_sources Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * fix: adapt to upstream conventions post-rebase - Remove skills: frontmatter from all 5 new agents (upstream changed convention — skills: breaks Gemini CLI and must not be present) - Add workflow.ai_integration_phase to VALID_CONFIG_KEYS whitelist in config.cjs (config-set blocked unknown keys) - Add ai_integration_phase: true to CONFIG_DEFAULTS in core.cjs Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * fix: rephrase 4b.1 line to avoid false-positive in prompt-injection scan "contract as a Pydantic model" matched the `act as a` pattern case-insensitively. Rephrased to "output schema using a Pydantic model". Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * fix: adapt to upstream conventions (W016, colon refs, config docs) - Replace verify.cjs from upstream to restore W010-W015 + cmdValidateAgents, lost when rebase conflict was resolved with --theirs - Add W016 (workflow.ai_integration_phase absent) inside the config try block, avoids collision with upstream's W010 agent-installation check - Add addAiIntegrationPhaseKey repair case mirroring addNyquistKey pattern - Replace /gsd: colon format with /gsd- hyphen format across all new files (agents, workflows, templates, verify.cjs) per stale-colon-refs guard (#1748) - Add workflow.ai_integration_phase to planning-config.md reference table - Add ai_integration_phase → workflow.ai_integration_phase to NAMESPACE_MAP in config-field-docs.test.cjs so CONFIG_DEFAULTS coverage check passes - Update ai-evals tests to use W016 instead of W010 Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> * fix: add 5 new agents to E2E Copilot install expected list gsd-ai-researcher, gsd-domain-researcher, gsd-eval-auditor, gsd-eval-planner, gsd-framework-selector added to the hardcoded expected agent list in copilot-install.test.cjs (#1890). Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
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name, description, argument-hint, allowed-tools
| name | description | argument-hint | allowed-tools | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| gsd:eval-review | Retroactively audit an executed AI phase's evaluation coverage — scores each eval dimension as COVERED/PARTIAL/MISSING and produces an actionable EVAL-REVIEW.md with remediation plan | [phase number] |
|
<execution_context>
@/.claude/get-shit-done/workflows/eval-review.md
@/.claude/get-shit-done/references/ai-evals.md
</execution_context>