Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
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Step-by-step workflow for converting bloated command files to lean declarative definitions
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See how to installReview the instructions the agent will receive before you install.
Convert oversized commands (500-2400 lines) to lean declarative definitions (40-300 lines) by removing duplication, extracting domain knowledge to agents, and adopting the forge.md pattern.
wc -l the fileThese blocks appear in 5-12 commands, extract to shared orchestrator preamble skill:
After extraction, command references preamble.
If command contains HOW the agent works, move to agent definition or skill:
Command retains WHAT and success criteria. Agent owns HOW.
Remove: deprecated format references | Aspirational unimplemented features | Verbose JSON contradicting current format | BUILD:INJECT placeholders | Mixed-language comments
Keep 2-3 canonical examples max. Each demonstrates distinct pattern (correct usage, edge case, common mistake).
Apply declarative command template (load command-design-patterns skill):
For orchestrators, add Phases section between overview and agent invocation.
Report before/after: Line count (target 60-80% reduction for large files) | Content categories removed/moved | Aggressive language removed | Dependencies created (shared preamble, agent skill additions)
develop.md at 2,394 lines requires special handling:
Approach: extract orchestration phases as lean sequence (which agent, which command, what context, what gate), remove all embedded sub-command content.
Extract common orchestrator knowledge to single shared skill:
Estimated: ~60-80 lines. Replaces ~620 lines duplicated across commands.
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Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
The English summary is being prepared. Showing the original description.
Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
The English summary is being prepared. Showing the original description.
Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage completeness, walking skeleton user-centricity, priority validation, observable behavior assertions, traceability coverage, and walking skeleton boundary proof
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Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement
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5-layer testing approach for agent validation including adversarial testing, security validation, and prompt injection resistance
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Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.
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