digipulse-engineering/GAAI-framework

Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until criteria pass. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, and more. No SDK. No package. Markdown + YAML + bash.

161Stars on the repository
60Mods indexed here, across every type
2d agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

abort-safe-handler

08

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Orchestrator-level Stage 4 entry gate for /gaai:bootstrap. Presents a pre-loop 'Skip Q&A entirely' option, delegates to qa-loop-ui when the user proceeds, and returns a unified abortsaferesult with telemetry on every path. Guarantees no partial state on skip or abort.

161 2d ago A 65 tokens

ambiguity-detector

09

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Takes surface scan results, optional LLM synthesis open-question entries, and optional tree-sitter AST signals to score project ambiguities (1-10). Outputs structured ambiguityfeed for smart-question-generator. Pure heuristic — no LLM calls. Designed for Stage 3.5 of the /gaai:bootstrap pipeline (between LLM synthesis…

161 2d ago A 77 tokens

approach-evaluation

10

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Research industry standards and best practices, identify viable approaches for a given technical or architectural problem, and produce a structured factual comparison against project-specific constraints. Reports options — does not decide.

161 2d ago A 41 tokens

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Convert raw project structure into clear architectural understanding — module boundaries, data flows, service relationships, and architectural patterns. Activate after codebase-scan during Bootstrap.

161 2d ago A 35 tokens

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Construct the LLM synthesis prompt from project surface scan + optional tree-sitter context + optional Q&A answers. Call the LLM. Parse and validate the response into 6-8 structured memory entries with clarity tags and source traceability. Used as Stage 3 of the /gaai:bootstrap pipeline.

161 2d ago A 69 tokens

build-agents-index

13

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

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.

161 2d ago A 69 tokens

build-skills-index

14

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Scan SKILL.md files in .gaai/core/skills/ and .gaai/project/skills/, extract YAML frontmatter, and regenerate separate skills indices for each layer. Core index ships with the OSS framework; project index is project-specific.

161 2d ago A 54 tokens

codebase-scan

15

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Create a high-level map of the project structure and identify architectural pillars, entry points, and module boundaries. Activate at Bootstrap initialization or before architecture extraction.

161 2d ago A 35 tokens

consistency-check

16

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Detect inconsistencies across related artefacts and governance constraints. Activate after story generation, after plan preparation, before implementation, or after remediation attempts. Reports issues — does not fix them.

161 2d ago A 40 tokens

context-building

17

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Assemble a minimal, high-signal execution context bundle from already-retrieved memory, governed artefacts, and applicable rules. Activate after memory-retrieve and before any reasoning or execution skill.

161 2d ago A 42 tokens

create-skill

18

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

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.

161 2d ago A 43 tokens

decision-extraction

19

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

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.

161 2d ago A 39 tokens

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Spot-check AC internal consistency and scan for pending revisions on delivery-ready stories. Activated by /gaai-status --audit as Section 5. Complements the standard status checks with depth checks that standard status skips for speed.

161 2d ago A 51 tokens

eval-run

21

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Evaluate any output file against a structured evals.yaml assertions file and produce a score report with per-assertion pass/fail results. Activate when the Discovery Agent runs the Skill Optimize protocol to measure output quality or detect regressions after skill instruction changes.

161 2d ago A 53 tokens

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Scan delivery artefacts for friction log entries, detect recurring patterns, and produce retrospective reports. Invoked by Discovery Agent (never by Delivery) to identify systemic improvement opportunities from friction captured during delivery.

161 2d ago A 45 tokens

i18n-glossary-sync

23

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Maintain a canonical i18n glossary file — sync new terms across all language pairs, detect drift, flag missing translations, and enforce consistent terminology across the codebase.

161 2d ago A 41 tokens

i18n-validate

24

digipulse-engineering/GAAI-framework

Skill Claude CodeCodex

Validate translation completeness and consistency across all locale files — detect missing keys, untranslated strings, format mismatches, and glossary violations.

161 2d ago A 31 tokens