implement

Plugin implement from marketplace autoencoders in autoencoders/skills. Commands read from the repo's manifest — 1 month ago.

Skills (6)

• completion-validation

  Reconciles intended feature against blind inference. Categorical alignment (MATCH/PARTIAL/MISMATCH) with critical miss override. No testing — comparison and decision only. Triggers on "validate completion", "reconcile intent vs implementation", "is feature complete", or as final step in feature pipe

• feature-evaluator

  Structured evaluation of proposed features for existing projects. Use when developers want to assess whether a new feature should be built, understand tradeoffs, find alternatives, identify complementary features, or determine minimum viable implementations. Triggers on phrases like "evaluate this f

• feature-implementation

  Executes implementation plans with closed-loop verification. Implements components sequentially, verifies each checkpoint, diagnoses failures, and retries with different approaches up to max-iterations. Use after feature-planning approval. Triggers on "implement this feature", "execute implementatio

• feature-planning

  Creates detailed implementation plans for approved features. Use after feature-evaluator approval. Produces testable component breakdowns, verification criteria, and stuck-detection triggers. Triggers on "plan this feature", "create implementation plan", "break down this feature", or when transition

• implement

  Entry point orchestrator for the feature development pipeline. Runs evaluate, define, plan, implement, verify, and validate as a closed loop. Invoke with "/implement [options] idea" to go from half-baked idea to working, validated code. Supports execute mode (full pipeline) and explore mode (prepara

• implementation-verification

  Blind inference of what was implemented from code changes only. No access to original requirements. Produces minimal structured output for reconciliation. Triggers on "verify implementation blind", "what was built", "infer feature from changes", or as post-implementation step in feature pipeline.

Slash commands (1)

• /implement:implement

  Closed-loop feature builder: plan, implement, blind-review, validate

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