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chuanzige
GitHub creator profile

chuanzige

Repository-level view of 11 collected skills across 1 GitHub repositories.

skills collected
11
repositories
1
updated
2026-04-01
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Where the skills live

Top repositories by collected skill count, with their share of this creator catalog and occupation spread.

repository explorer

Repositories and representative skills

adversarial-verification
software-quality-assurance-analysts-and-testers

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

2026-04-01
coordinator-orchestrator
software-developers

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

2026-04-01
lightweight-explorer
software-developers

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

2026-04-01
memory-type-system
software-developers

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

2026-04-01
read-only-shell-guard
software-developers

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

2026-04-01
self-rationalization-guard
software-quality-assurance-analysts-and-testers

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

2026-04-01
session-memory-maintenance
software-developers

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

2026-04-01
smart-memory-guard
software-developers

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

2026-04-01
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