subagent-driven-development
Skill1 starsChanged 13 days agoMITView on GitHub
Deconstructs complex architectures into independent tasks delegated to autonomous subagent workers, reviewing and merging each output.
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 179 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
When tackling large codebases or complex multi-file features, divide and conquer by delegating bounded sub-tasks to isolated subagents …
- Very specific: line 13
Every subagent must synchronize against the shared blackboard (.hallwright/swarm_blackboard.json or SwarmBlackboard).
- Distinctive: line 17
No subagent may invent arbitrary data schemas, endpoints, or UI IDs.
“Common” is measured: kept by at least 6 in 10 of the 179 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
🤖 Subagent-Driven Development
When tackling large codebases or complex multi-file features, divide and conquer by delegating bounded sub-tasks to isolated subagents while maintaining strict quality gates.
Execution Rules:
- Shared Blackboard State Synchronization:
- Every subagent must synchronize against the shared blackboard (
.hallwright/swarm_blackboard.jsonorSwarmBlackboard). - Ingest current project state, active contracts, and predecessor handoffs before touching code to eliminate information silos.
- Every subagent must synchronize against the shared blackboard (
- Contract-First Protocol:
- No subagent may invent arbitrary data schemas, endpoints, or UI IDs.
- The lead architect registers explicit interface contracts (JSON Schemas, TypeScript interfaces, CSS token sets). Downstream subagents must strictly adhere to these registered contracts.
- Structured Handoff Ledger:
- Upon stage completion, each subagent must record a formal handoff ledger entry:
files_modified: Exact list of files created or updated.contract_ids: Contracts implemented or verified.constraints_for_next: Invariants the next agent must respect.guarantees: Verified test assertions and security baselines.
- Upon stage completion, each subagent must record a formal handoff ledger entry:
- Marcus Sterling Conflict Arbitration:
- Intersubagent disputes (e.g. Security vs Designer on dynamic canvas, or Database vs Performance on caching) are arbitrated deterministically by Marcus Sterling.
- Security invariants (zero XSS, zero SQLi) are non-negotiable, but Security must provide safe local primitives rather than blocking UX capabilities.
- Once arbitrated, the ruling is bound in the blackboard state.
- Context Isolation & Atomic Merging:
- Provide each subagent with only necessary bounded files to avoid token bloat.
- Adversarially verify diffs against registered contracts and merge validated contributions atomically.
Other versions189 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 189
- obra/superpowers★ 305ksame name
- jnMetaCode/superpowers-zh★ 8.4ksame name
- openai/plugins★ 7.4ksame name
- farm-fe/farm★ 5.6ksame name
- GanyuanRan/Aegis★ 1.4ksame name
- pcvelz/superpowers★ 1.3ksame name
- math-inc/OpenGauss★ 1.3ksame name
- coco-research/coco★ 797same name
- Tommy-yw/RunbookHermes★ 546same name
- derHaken/SuperAntigravity★ 439same name
179 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use chinese-code-review, chinese-commit-conventions and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
GEd520Skillchinese-code-review
中文 review 沟通参考——话术模板、分级标注(必须修复/建议修改/仅供参考)、国内团队常见反模式应对。仅在用户显式 /chinese-code-review 时调用,不要根据上下文自动触发。
Also in 7 projects that use this
GEd520Skillchinese-commit-conventions
中文 commit 与 changelog 配置参考——Conventional Commits 中文适配、commitlint/husky/commitizen 中文模板、conventional-changelog 中文配置。仅在用户显式 /chinese-commit-conventions 时调用,不要根据上下文自动触发。
Also in 7 projects that use this
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Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.
Also in 12 projects that use this
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- +2 more from GEd520
- +3 more from math-inc
In this repository39 other files it gives its agents.
- AGENTS.mdAGENTS.md
- antigravity-agent/AGENTS.mdAGENTS.md
- claude-code-agent/CLAUDE.mdCLAUDE.md
- CLAUDE.mdCLAUDE.md
- ci/copilot-instructions.mdCopilot instructions
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/01-craftsman.mdcCursor rule
- .cursor/rules/02-architecture-standards.mdcCursor rule
- .cursor/rules/03-security-directives.mdcCursor rule
- .cursor/rules/04-testing-tdd.mdcCursor rule
- .cursor/rules/05-design-standards.mdcCursor rule
- adversarial-code-reviewSkill
- agi-god-modeSkill
- audit-context-buildingSkill
- brainstormingSkill
- craftsman-evaluatorSkill
- creative-pipeline-conductorSkill
- data-science-masterSkill
- differential-reviewSkill
- flaw-remediatorSkill
- game-developerSkill
- hacker-modeSkill
- hallwright-memorySkill
- next-best-practicesSkill
- omni-executorSkill
- persona-activatorSkill
- postgres-best-practicesSkill
- prompt-firstSkill
- reverse-engineer-anythingSkill
- spatial-3d-physicsSkill
- super-web-devSkill
- swarm-intelligenceSkill
- systematic-debuggingSkill
- test-driven-developmentSkill
- threejs-masterySkill
- writing-plansSkill
- zero-drift-sentinelSkill
- hwmemSkill
- prompt-firstSkill
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