self improving agents

23 tagged self improving, measured the same way as everything else here.

Browse within: ai-development 23methodology 23

stepanenkoviktor0110-boop/ai-dev-methodology

Agent

Bidirectional requirements traceability: user-spec -> tech-spec/tasks and back. Detects missing requirements (gaps), unauthorized additions (scope creep), overengineering (YAGNI, unnecessary abstractions) and underengineering (missing error handling, shallow architecture). Use when: validating tech-spec completeness…

2 7d ago A 88 tokens

task-validator

02

stepanenkoviktor0110-boop/ai-dev-methodology

Agent

Validates task files against task template and task-creator rules. Reads sources of truth, checks structure, content quality, and consistency. Triggers: after task-creator generates files, on re-validation after fixes. Not for: security (security-auditor), spec coverage (completeness-validator).

2 7d ago A 63 tokens

tech-spec-validator

03

stepanenkoviktor0110-boop/ai-dev-methodology

Agent

Validates tech-spec template compliance and implementation task quality: sections present, frontmatter correct, standards compliance, verification plan, task skill correctness, task brevity, decisions placement. Security, adequacy, testing strategy, and code mirage detection handled by dedicated validators. Use before…

2 7d ago A 71 tokens