Publisher · agent skills
Agent skills by ganyuanran
ganyuanran publishes 21 audited skills on 1 repository: 20 SAFE, 1 CAUTION, 0 BLOCK.
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Cite this page
ModelsAtlas. “Agent skills by ganyuanran”. Retrieved 30 Oct 2026. https://modelsatlas.com/skills/ganyuanran
Verdicts across 21 skills
Repositories
- GanyuanRan/Aegis ↗21 skills · ★ 1,357
GanyuanRan/Aegis
Use when defining ambiguous or high-complexity new features, product behavior, UI/component design, architecture choices, contract changes, or when grilling/pressure-testing a plan or design. Routine small requests stay…
GanyuanRan/Aegis
Use when the user asks for caveman mode, fewer tokens, brief responses, compressed communication, or otherwise explicitly requests a much shorter answer.
GanyuanRan/Aegis
Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential dependencies, where parallel delegation beats inline cost; otherwise inline. Planned tasks use…
GanyuanRan/Aegis
Use when the user asks to establish shared project language, or project work exposes a conflicting, renamed, or deprecated domain term that needs active semantic modeling. Routine small tasks stay on the fast path.
GanyuanRan/Aegis
Use when executing a written implementation plan across sessions or with review checkpoints. Small or single-slice plans stay inline. For same-session independent tasks, use subagent-driven-development instead.
GanyuanRan/Aegis
Use when verified work needs integration or cleanup of an existing task-created branch/worktree, or the user explicitly requests merge, PR, or branch lifecycle handling.
GanyuanRan/Aegis
Use when asked for first-principles or Occam's-razor review, or when high-risk decisions involve competing constraints, fallback growth, duplicate owners, or architecture direction risk. Ordinary bug fixes stay on the…
GanyuanRan/Aegis
Use when the user explicitly sets an Aegis goal with /aegis-goal, Aegis goal:, or asks to define goal, success evidence, stop condition, or task boundaries before work.
GanyuanRan/Aegis
Use when a task is multi-step, may span context resets or sessions, uses subagents, or risks losing state before completion.
GanyuanRan/Aegis
Use when receiving code review feedback before implementing suggestions, especially when feedback is unclear, risky, disputed, or technically questionable.
GanyuanRan/Aegis
Use when the user asks to create, write, update, amend, supersede, or evaluate an ADR, architecture decision record, durable architecture decision, decision log, or baseline sync after architecture-changing work.
GanyuanRan/Aegis
Use when requesting independent code review, after implementation slices, before merging high-risk work, or when verification exposes evidence, baseline, architecture, compatibility, or retirement uncertainty.
GanyuanRan/Aegis
Use when executing a written implementation plan with independent tasks in the current session where delegation beats inline coordination cost; otherwise inline. Ad-hoc 2+ tasks without a plan use…
GanyuanRan/Aegis
Use when encountering a bug, test failure, or unexpected behavior, before proposing fixes
GanyuanRan/Aegis
Use when the user explicitly requests strict or test-first TDD, or when the current conversation already contains an explicit `TDD Route: strict` decision from another Aegis workflow.
GanyuanRan/Aegis
Use when starting a turn or checking Aegis skill routing.
GanyuanRan/Aegis
Use when a coding task needs a concurrent checkout, unrelated dirty state blocks safe branch switching, or the user or repository explicitly requires a worktree.
GanyuanRan/Aegis
Use when about to claim work is complete, fixed, passing, verified, release-ready, or ready to commit, merge, publish, or hand off.
GanyuanRan/Aegis
Use when you have an approved spec or written requirements for a multi-step task that needs a durable plan document before touching code. Small, single-owner, or fast-path tasks do not need this skill.
GanyuanRan/Aegis
Use when creating new skills, editing existing skills, or verifying skills work before deployment
GanyuanRan/Aegis
Use when touching retiring old logic, collapsing duplicate owners, removing fallbacks, or schema/persistence/source-of-truth boundaries; identify opportunities automatically; destructive execution requires explicit…
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