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awesome-copilot/skills/ai-team-orchestration/references/anti-patterns.md
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Anti-Patterns

Avoid Prefer Why
One agent owns planning, implementation, testing, and approval Keep Producer, Dev, and optional QA responsibilities distinct Independent perspectives reduce blind spots without requiring ceremony for every change.
Hardcoded tool or model allowlists Inherit the developer's enabled tools and selected model Extensions and MCP tools remain available without plugin updates.
A mandatory process for every change Scale planning, review, and QA to risk Small changes stay fast; high-impact changes receive more scrutiny.
Universal Git command recipes Follow repository contribution and branch policy Projects use different remotes, protections, and merge strategies.
Rewriting shared history or discarding unknown work Preserve work and coordinate destructive actions Parallel sessions and contributors may depend on existing state.
Large plans that duplicate project documentation Record only outcomes, constraints, decisions, and next actions Concise context is easier to maintain and recover.
Bugs and decisions kept only in chat Use the repository's issue tracker and durable context Future sessions can discover them.
QA fixes application source QA reports behavior; Dev implements fixes Separation preserves independent verification.
Treating every automated suggestion as a requirement Assess relevance, confidence, scope, and practical risk Review should improve the product, not expand scope without limit.

Role responsibilities (Do / Don't)

  • Producer

    • Do: Clarify outcome, constraints, acceptance criteria, and explicit exclusions; coordinate reviewers and merge policy.
    • Don't: Implement or ship code changes that should be reviewed by Dev.
  • Dev

    • Do: Implement the smallest complete solution, run listed verification, include tests, and prepare the PR with verification steps.
    • Don't: Merge without required checks, failing tests, or without documenting risks and decisions.
  • QA (optional)

    • Do: Independently verify behavior, file reproducible issues, and confirm fixes after Dev applies them.
    • Don't: Modify application source as a shortcut for failing verification — report and hand back to Dev.

Decision logging guidance

  • Record material decisions in a DECISIONS.md or the repository issue tracker with: title, date, owner, decision summary (1 line), rationale, and link to related PR/issue.
  • Keep entries short and searchable; record the next action when a decision defers work.