Publisher · agent skills

Agent skills by ganyuanran

ganyuanran publishes 21 audited skills on 1 repository: 20 SAFE, 1 CAUTION, 0 BLOCK.

Ask an AI about this pageGChatGPTCClaudePPerplexityGeGeminiXGrok
More
Cite

Cite this page

ModelsAtlas. “Agent skills by ganyuanran”. Retrieved 30 Oct 2026. https://modelsatlas.com/skills/ganyuanran

Verdicts across 21 skills

✓SAFE20!CAUTION1✕BLOCK0

Repositories

21 skills by ganyuanran · ranked by trust score, then stars
Brainstorming✓SAFE B

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…

★ 1.4kGitHub starsCoding & review
Communicating Concisely✓SAFE B

GanyuanRan/Aegis

Use when the user asks for caveman mode, fewer tokens, brief responses, compressed communication, or otherwise explicitly requests a much shorter answer.

★ 1.4kGitHub starsCoding & review
Dispatching Parallel Agents✓SAFE B

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…

★ 1.4kGitHub starsCoding & review
Establishing Project Context✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Executing Plans✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Finishing A Development Branch✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
First Principles Review✓SAFE B

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…

★ 1.4kGitHub starsCoding & review
Goal Framing✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Long Task Continuation✓SAFE B

GanyuanRan/Aegis

Use when a task is multi-step, may span context resets or sessions, uses subagents, or risks losing state before completion.

★ 1.4kGitHub starsCoding & review
Receiving Code Review✓SAFE B

GanyuanRan/Aegis

Use when receiving code review feedback before implementing suggestions, especially when feedback is unclear, risky, disputed, or technically questionable.

★ 1.4kGitHub starsCoding & review
Recording Architecture Decisions✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Requesting Code Review✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Subagent Driven Development✓SAFE B

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…

★ 1.4kGitHub starsCoding & review
Systematic Debugging✓SAFE B

GanyuanRan/Aegis

Use when encountering a bug, test failure, or unexpected behavior, before proposing fixes

★ 1.4kGitHub starsCoding & review
Test Driven Development✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Using Aegis✓SAFE B

GanyuanRan/Aegis

Use when starting a turn or checking Aegis skill routing.

★ 1.4kGitHub starsCoding & review
Using Git Worktrees✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Verification Before Completion✓SAFE B

GanyuanRan/Aegis

Use when about to claim work is complete, fixed, passing, verified, release-ready, or ready to commit, merge, publish, or hand off.

★ 1.4kGitHub starsCoding & review
Writing Plans✓SAFE B

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.

★ 1.4kGitHub starsCoding & review
Writing Skills✓SAFE B

GanyuanRan/Aegis

Use when creating new skills, editing existing skills, or verifying skills work before deployment

★ 1.4kGitHub starsCoding & review
Aegis!CAUTION C

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…

★ 1.3kGitHub starsCoding & review

Questions about ganyuanran's skills

Are ganyuanran's skills safe?
20 of 21 are SAFE, 1 CAUTION and 0 BLOCK. Each skill is audited on its own, so check the page of the one you want.
Where do ganyuanran's skills come from?
1 repository: GanyuanRan/Aegis (21 skills).

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.