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Nondeterministic tools, can be modified, tweaked and used in many different ways, requires making the tools your own, mastering the tool; difficult while models and agent harness itself are still evolving rapidly
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Skills are reusable workflows
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My skill library:
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- Repo review (design/architecture)
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- Branch review (change set against `main`)
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- PR submission (`gh pr create` with PR description)
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- PR submission (MCP or `gh pr create` with PR description)
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- PR review (change set + PR description/comments and linked resources like Jira tickets)
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- PR reply (verify and address review comments)
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- Merge conflict resolution (git)
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- Planning
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- Brainstorming (pre-planning)
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- Autonomous implementation (brainstorming/critique -> planning/critique -> execution/review cycles, PR submission; using max effort level, cross-agent Claude/Codex review)
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- Brainstorming (pre-planning, conceptual ideation, web search, literature review)
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- Code (best practices)
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- Write tests (arrange, act, assert)
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- Debug (root cause analysis)
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- Dev (autonomous brainstorming/critique -> planning/critique -> execution/review cycles, PR submission; using max effort level, cross-agent Claude/Codex review, verification via build/tests/linting)
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