digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Search memory by frontmatter fields, full-text keywords, or cross-reference graph. Returns ranked file list — never loads full content. Use when the agent needs to find relevant memory without knowing exact paths.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Discover structurally similar patterns across domains, assess transfer viability via structural invariant checking, and propose domain adaptations with risk gates. Activate when Discovery identifies a problem that may have been solved in another domain.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Analyze failures and suboptimal deliveries to identify root causes, contributing factors, and raw lessons. Activate after significant delivery failures, repeated QA failures, or when patterns of issues need to be understood.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Scan project root for file tree, dominant languages, and LOC estimate. Produces structured baseline context for Stage 2 LLM synthesis during bootstrap. Respects .gitignore and standard exclusions. Outputs per-directory file counts, ranked language list, size class, and observability summary.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Presents up to 5 questions from smart-question-generator one at a time, records answers, handles per-question skip and skip-all, captures per-question response time and total session duration. Renders a streaming progress header with question count and time estimate. Used as the interaction layer of Stage 4 of the…
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Systematically identify and structure product, delivery, and systemic risks before they become failures. Activate before finalizing Epics and Stories, before execution planning, after repeated QA failures, or after major scope changes.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Convert implicit or scattered project conventions into governed GAAI rule files, and create or modify rule files with integrity. Activate during Bootstrap, when creating a new rule, or when modifying an existing rule.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Detect security vulnerabilities and governance violations across delivered code, configurations, and deployed environments. Activate after implementation or periodically as a governance check.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Run a structured evaluate-analyze-improve cycle on any GAAI skill to measure quality, detect regressions, and propose targeted improvements. Activate when a skill needs baseline evaluation, after SKILL.md modifications, or when friction-retrospective flags a skill.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Scan all artefacts (epics, stories, PRDs) for Base Rule.
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Takes aggregated ambiguity insights from the LLM synthesis stage and produces ≤5 ranked questions to surface to the user. Applies a two-layer anti-fabrication filter (pre-LLM exclusion of score<3 insights + post-LLM structural strip) so that Q&A surfaces only genuine ambiguities. Used as Stage 4 of the /gaai:bootstrap…
digipulse-engineering/GAAI-framework
Skill Claude CodeCodex
Evaluate delivery outcomes against defined success metrics and acceptance goals. Activate after Delivery to verify that delivered work creates real business and technical impact, not just output.