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chuanzige

@chuanzige source repo

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• 11 skills
• 0 followers
• 6 hours ago last updated

1. ▌
   Memory Type System · chuanzige bundle

   Use when deciding what information belongs in memory, how to classify it, and what must not be saved because it is derivable from the repo, git history, or current task context
   0 installs
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   Smart Memory Guard · chuanzige bundle

   Use when reading from or writing to memory and you need guardrails against stale records, bloated memory files, or low-value writes that will not remain useful after the current workstream
   0 installs
3. ▌
   Team Memory Routing · chuanzige bundle

   Use when deciding whether a memory belongs in private or team scope, or when validating that team memory paths and keys stay inside the project team-memory directory
   0 installs
4. ▌
   Worker Prompt Craft · chuanzige bundle

   Use when assigning work to a worker or subagent that cannot see the main conversation, especially when the prompt must be self-contained, precise, and resistant to ambiguity or lazy follow-up delegation
   0 installs
5. ▌
   Lightweight Explorer · chuanzige bundle

   Use when the task is codebase exploration rather than modification, and you need a fast, read-only search pattern that starts broad when location is unknown, narrows when location is known, and parallelizes independent searches
   0 installs
6. ▌
   Read Only Shell Guard · chuanzige bundle

   Use when deciding whether shell commands are truly read-only, safe for concurrent execution, and free of path, git, redirection, or command-shape risks that should force a stricter permission path
   0 installs
7. ▌
   Adversarial Verification · chuanzige bundle

   Use when verifying implementation work and the failure mode is superficial approval, code-reading in place of execution, or over-trusting a passing test suite without trying to break the change
   0 installs
8. ▌
   Coordinator Orchestrator · chuanzige bundle

   Use when coordinating multi-step work across workers or subagents, especially when research, implementation, and verification should be split while the main agent stays responsible for synthesis and user communication
   0 installs
9. ▌
   Task Concurrency Patterns · chuanzige bundle

   Use when work can be parallelized across read-only research, independent implementations, or verification passes, and you need clear rules for what may run concurrently versus what must stay serialized
   0 installs
10. ▌
    Self Rationalization Guard · chuanzige bundle

    Use when the real risk is not lack of knowledge but self-justifying shortcuts such as explaining instead of running commands, skipping the hard part first, or deciding on your own that verification would take too long
    0 installs
11. ▌
    Session Memory Maintenance · chuanzige bundle

    Use when maintaining session notes that must preserve a fixed markdown template, stay within section and total token budgets, and remain useful after compaction or resume
    0 installs