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Search local GAAI OSS project memory without using GAAI Cloud MCP tools.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | gaai-oss:ask |
| description | Search local GAAI OSS project memory without using GAAI Cloud MCP tools. |
Use this skill when the user asks a question that should be answered from local GAAI OSS project memory.
.gaai/project/contexts/memory/index.md if present..gaai/core/skills/cross/memory-search/SKILL.md when available..gaai/project/contexts/memory/.If no relevant memory files are found, say so clearly and continue from codebase context only if appropriate.
Validate that all Discovery artefacts (Epics, Stories) are clear, governed, complete, and safe to pass into Delivery. Activate after generating Epics or Stories and before any Delivery planning. This is the mandatory Discovery → Delivery gate.
Scan all agent and sub-agent definition files in .gaai/core/agents/, extract YAML frontmatter, merge with specialists.registry.yaml, and generate a derived agents-index.yaml at .gaai/core/agents/agents-index.yaml. Activate after adding, modifying, or removing any agent, sub-agent, or specialist entry.
Implement validated GAAI OSS backlog Stories by activating the Delivery Agent and applying backlog-first delivery rules.
Guide creation of a new GAAI skill following the agentskills.io spec and GAAI best practices. Activate when adding a new skill to the .gaai/core/skills/ catalog.
Identify and formalize durable product and technical decisions from agent outputs into long-term memory. Activate after Discovery produces artefacts, Delivery resolves trade-offs, or product direction materially changes.
Adversarial review of any input (human idea, agent analysis, research report, feedback, observation) BEFORE it mutates persistent project state. Universal interceptor with domain auto-detection, 2-phase classification + evaluation, and triple-verdict output (veracity / fit / actionability). Anti-girouette guardrail that distinguishes drift from pivot — preserves human decisional authority. Manual invocation only (no hooks, no enforcement). Activate when an input may affect strategic-frame.md, a DEC, an OT, an architecture/pattern doc, an agent definition, a backlog story scope/AC/wedge field, or user-facing copy.