ReddRadar
Topic: context-engineering
614 skills in this topic.
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tool-architecture
BA-CalderonMorales/terminal-jarvis 126
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token-budget
BA-CalderonMorales/terminal-jarvis 126
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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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create-skill
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.
Fr-e-d/GAAI-framework 123
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decision-extraction
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.
Fr-e-d/GAAI-framework 123
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success-metrics-evaluation
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.
Fr-e-d/GAAI-framework 123
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summarization
Transform large, noisy, or short-term memory into compact, durable, high-signal summaries. Activate when session memory grows large, decisions accumulate, or memory retrieval starts returning too many files.
Fr-e-d/GAAI-framework 123
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memory-compact
Emergency single-pass memory compression when context window pressure is high mid-task. Activate when approaching token limits during active work. For scheduled end-of-phase cleanup, use memory-refresh instead.
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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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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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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memory-alignment-check
After QA PASS, compare the Story's implementation footprint against relevant memory entries. Reports confirmed entries, contradictions, and new knowledge candidates. Never writes to memory — produces a delta report for Discovery to action.
Fr-e-d/GAAI-framework 123
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prepare-execution-plan
Decompose a high-level delivery plan into a precise, file-level execution sequence with explicit ordering, edge cases, and test checkpoints. Activate after delivery-high-level-plan for complex or multi-phase Stories before implementation begins.
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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post-mortem-learning
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.
Fr-e-d/GAAI-framework 123
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implement
Generate correct, minimal, maintainable code that satisfies a validated Story's acceptance criteria against an execution plan. Activate when a Story is validated, a plan exists, and all prerequisites are unambiguous.
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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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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approach-evaluation
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.
Fr-e-d/GAAI-framework 123
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pattern-transfer
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.
Fr-e-d/GAAI-framework 123
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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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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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review-story-alignment
Adversarial review of generated stories against the Discovery Session Brief, referenced DECs, and Epic DoR. Detects contradictions, omissions, and intent drift BEFORE stories reach Delivery. Produces a structured verdict (PASS/FAIL) with specific findings per story. Triggers after generate-stories, before backlog registration as refined.
Fr-e-d/GAAI-framework 123
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browser-journey-test
Validate user stories by simulating real user journeys in a live browser against deployed application. Activate after implementation to verify actual user experience against acceptance criteria, not just code logic.
Fr-e-d/GAAI-framework 123