ReddRadar
Topic: ai-developer-tools
148 skills in this topic.
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memory-search
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.
Fr-e-d/GAAI-framework 123
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idiomatic-translate
Translate strings idiomatically across multiple target languages using a project glossary, preserving tone, domain terminology, and format placeholders while flagging untranslatable content.
Fr-e-d/GAAI-framework 123
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context-building
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.
Fr-e-d/GAAI-framework 123
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generate-stories
Translate a single Epic into clear, actionable User Stories with explicit acceptance criteria. Activate when an Epic is defined and work needs to be prepared for Delivery execution.
Fr-e-d/GAAI-framework 123
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evaluate-story
Assess Story complexity, identify required domains, and determine delivery tier (MicroDelivery / Core Team / Core Team + Specialists). Activate as the first step of every delivery orchestration cycle.
Fr-e-d/GAAI-framework 123
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skill-usage-audit
Scan all artefacts (epics, stories, PRDs) for Base Rule
Fr-e-d/GAAI-framework 123
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memory-retrieve
Load only the minimum relevant memory for a task using 3-level progressive disclosure. Activate before context-building — never load full memory dumps. Never substitute summaries for durable memory.
Fr-e-d/GAAI-framework 123
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i18n-validate
Validate translation completeness and consistency across all locale files — detect missing keys, untranslated strings, format mismatches, and glossary violations.
Fr-e-d/GAAI-framework 123
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consistency-check
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.
Fr-e-d/GAAI-framework 123
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generate-epics
Translate product intent or a PRD into a small set of outcome-driven Epics (3–7 max). Activate when starting a new product, adding a significant feature domain, or breaking down a PRD into actionable user outcomes.
Fr-e-d/GAAI-framework 123
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delivery-high-level-plan
Transform validated Stories into a clear, minimal, governed execution plan. Used by the Planning Sub-Agent as the first planning pass before prepare-execution-plan for Tier 2/3, or as the sole planning output for simple Stories.
Fr-e-d/GAAI-framework 123
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skill-optimize
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.
Fr-e-d/GAAI-framework 123
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memory-refresh
Periodic memory maintenance — archive session files, convert recurring knowledge into summaries, update the memory index. Activate at end of a major phase (Discovery complete, sprint done) or when memory spans many sessions. For emergency context-window pressure mid-task, use memory-compact instead.
Fr-e-d/GAAI-framework 123
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i18n-glossary-sync
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.
Fr-e-d/GAAI-framework 123
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codebase-scan
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.
Fr-e-d/GAAI-framework 123
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build-skills-index
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.
Fr-e-d/GAAI-framework 123
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memory-reconcile
Fr-e-d/GAAI-framework 123
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security-audit
Detect security vulnerabilities and governance violations across delivered code, configurations, and deployed environments. Activate after implementation or periodically as a governance check.
Fr-e-d/GAAI-framework 123
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discovery-high-level-plan
Transform vague or high-level human intent into a governed Discovery action plan. Activate when intent is unclear, broad, or when multiple discovery steps are required before any artefact is created.
Fr-e-d/GAAI-framework 123
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coordinate-handoffs
Validate sub-agent handoff artefacts, sequence phase transitions, and manage retry and escalation logic. Activate after each sub-agent terminates to determine next action.
Fr-e-d/GAAI-framework 123
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review-pr
Use when asked to review a PR, run a code review loop, or invoke the ralph reviewer against a pull request number or GitHub URL
mikeyobrien/ralph-orchestrator 2,448
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find-code-tasks
Lists all code tasks in the repository with their status, dates, and metadata. Useful for getting an overview of pending work or finding specific tasks.
mikeyobrien/ralph-orchestrator 2,448
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evaluate-presets
Use when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library for bugs and UX issues.
mikeyobrien/ralph-orchestrator 2,448
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code-task-generator
Generates structured .code-task.md files from descriptions or PDD implementation plans. Auto-detects input type, creates properly formatted tasks with Given-When-Then acceptance criteria.
mikeyobrien/ralph-orchestrator 2,448