subagent-driven-development SKILL.md skillA
subagent-driven-development from ganyuanran/aegis is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ganyuanran/aegis/subagent-driven-development@git:20261011.d34934aPins git:20261011.d34934a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ganyuanran/aegis
- Path
skills/subagent-driven-development/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261011.d34934a, committed Oct 11, 2026
- First version recorded
- Jul 23, 2026
- Size
- 9,436 bytes
- Repository stars
- 1,417
- License
- MIT
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 dispatching-parallel-agents.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Execute → Have an implementation plan with independent tasks? → **Fresh subagent per task + two-stage review.** 1. Read plan, extract all tasks, create TodoWrite 2. Per task: dispatch implementer → answer questions → implementer completes 3. Review stage 1 (spec compliance) → fix gaps → re-review until ✅ 4. Review stage 2 (code quality) → fix issues → re-review until ✅ 5. Coordinator verifies, commits the coherent task, updates checkpoint/drift → next task → All tasks done: final review → verification receipt; branch finishing only when needed. # Subagent-Driven Development Execute plan by dispatching fresh subagent per task, with two-stage review after each: spec compliance review first, then code quality review. **Why subagents:** You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work. …
Read the whole file at its exact version.
How to install
mdr add ganyuanran/aegis/subagent-driven-development@sha256:5bf63f46c826c3bbThe line at the top of this page pins the label git:20261011.d34934a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_tjzpwomeznf2w35z)
8 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jul 23, 2026 and Oct 11, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.d34934a latest | 2026-10-11 | d34934a | 9,436 B | A | view · diff |
| git:20261010.8d5b88e | 2026-10-10 | 8d5b88e | 9,256 B | A | view · diff |
| git:20260903.f055d0e | 2026-09-03 | f055d0e | 9,090 B | A | view · diff |
| git:20260810.2306401 | 2026-08-10 | 2306401 | 8,057 B | A | view · diff |
| git:20260809.f62395b | 2026-08-09 | f62395b | 7,906 B | A | view · diff |
| git:20260731.818d42f | 2026-07-31 | 818d42f | 7,807 B | A | view · diff |
| git:20260723.88b8ec9 | 2026-07-23 | 88b8ec9 | 6,792 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9436 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ganyuanran/aegis · 1,417 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tjzpwomeznf2w35z GET https://markdownregistry.com/api/v1/resolve?ref=ganyuanran/aegis/subagent-driven-development GET https://markdownregistry.com/api/v1/blob/5bf63f46c826c3bbdf288427750476d86811750393acea3f80fdb28362ca621e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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