Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →chorus-aidlc/proposal-chorus
Chorus Proposal workflow — create proposals with document and task drafts, manage dependency DAG, validate and submit for review.
Passed 4 of 12 test cases with the skill, and 2 of 12 without it.
and 2 more in the full report
5 fixed3 passed either way14 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/3/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
In spec-lite mode (`CHORUS_SPEC_MODE=lite`), we have updated `.chorus/specs/auth/spec.md` and created dated change folder `.chorus/specs/auth/2025-04-01-oauth-flow/prd.md`. We are now mirroring local files into proposal prop-8812 document drafts. Which files should be added as document drafts?
| Checked | Without skill | With skill |
|---|---|---|
| Mirrors prd.md into proposal document drafts while excluding spec.md. | Missed | Passed |
The instructions your model reads when the skill loads.
This skill covers the Planning stage of the AI-DLC workflow: creating Proposals that contain document drafts (PRD, tech design) and task drafts with dependency DAGs, then submitting them for Admin review.
Tool namespace: Chorus tools are exposed by the connected MCP server under a
mcp__chorus__prefix on dsh (e.g.mcp__chorus__chorus_pm_create_proposal). Bare names are used below for readability — prependmcp__chorus__when invoking. Seechorusfor the full rule.
After an Idea's elaboration is resolved (see idea-chorus), the PM Agent creates a Proposal — a container that holds document drafts and task drafts. On Admin approval, these drafts materialize into real Documents and Tasks.
Elaboration resolved --> Create Proposal --> Add drafts --> Validate --> Submit --> Reviewer --> Admin /review
Proposal Management:
| Tool | Purpose |
|---|---|
chorus_pm_create_proposal | Create empty proposal container |
chorus_pm_validate_proposal | Validate proposal completeness (returns errors, warnings, info) |
chorus_pm_submit_proposal | Submit proposal for Admin approval (draft -> pending) |
Document Drafts:
| Tool | Purpose |
|---|---|
chorus_pm_add_document_draft | Add document draft to proposal |
chorus_pm_update_document_draft | Update document draft content |
chorus_pm_remove_document_draft | Remove document draft from proposal |
Task Drafts:
| Tool | Purpose |
|---|
test cases passed, vs 2 / 12 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.