Conductor emerging
Repository-native SDD plugin that carries durable product context into a track-based spec, plan, implementation, review, and recovery loop.
Reviewed 4 weeks ago · Aug 1, 2026
GitHub · gemini-cli-extensions/conductor Compare with other frameworks →
- Stars
- 3.7K
- Contributors
- 17
- Open issues
- 76
- Age
- 8 months
- Last push
- 2 weeks ago
- Latest release
- conductor-v0.4.1 Mar 11, 2026
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Metrics updated Aug 27, 2026 · collected automatically from the GitHub API
Core approach
Treats project context as a version-controlled artifact alongside the code. A one-time setup records the product, guidelines, tech stack, code style, and team workflow under conductor/. Each feature or bug becomes a track under conductor/tracks/<id>/ with its own spec.md, plan.md, and metadata.json; after plan approval, the agent implements tasks, updates shared context, reviews the result against the plan and guidelines, and can revert a logical track, phase, or task through Git history.
Workflow
/conductor:conductor-setup— establish product context, guidelines, tech stack, code style, workflow preferences, and the track registry/conductor:conductor-new-track— interview for a feature or bug, then writeconductor/tracks/<id>/spec.md,plan.md, andmetadata.jsonfor approval/conductor:conductor-implement— execute the approved plan task by task, checking off work and synchronizing project context on completion/conductor:conductor-status— report progress across active and completed tracks/conductor:conductor-review— audit completed work against the plan and project guidelines, run tests, and append a review-fixes phase when needed/conductor:conductor-revert— roll back a whole track, phase, or task and reset its plan state for another attempt
Supported tools
- Antigravity
- Claude Code
Strengths
- Joins durable product, technology, style, and workflow context to each feature's spec and plan instead of leaving that context in chat history
- Covers the delivery loop beyond artifact generation: implementation, progress tracking, review corrections, and logical-unit reverts are first-class operations
- Works with both greenfield and brownfield repositories, and its plain Markdown artifacts remain visible and reviewable in Git
- Human control is built into the documented flow: the plan is approved before implementation and completed work can be reviewed against both plan and guidelines
Limitations
- The current installation documentation explicitly covers only Antigravity and Claude Code, a much narrower surface than broad multi-agent SDD kits
- The release line is still pre-1.0, and the July 2026 move from a Gemini CLI extension to a cross-agent plugin means its packaging and interaction model are newly settled
- Conductor warns that repeatedly reading project context, specifications, and plans can consume substantial tokens, especially in large projects
- The documented artifact model has no requirement-ID traceability matrix or mechanical CI gate; its quality controls are carried out by the coding agent
Notes
Conductor began as a Gemini CLI extension, but Google announced its move to a portable agent plugin in July 2026.
The official migration announcement
preserves its original idea — persistent, version-controlled context — while making conversation, rather than a rigid
command sequence, the front door. The current repository lifecycle
still exposes explicit setup, track, implementation, status, review, and revert operations. That recent transition and
pre-1.0 release line keep the maturity rating at emerging, even though the methodology is complete enough to use today.
This assessment observes the post-migration repository at
99ba10e.