Loading skill
Install any skill in seconds. Free to start, no credit card required.
Get Started Free →chorus-aidlc/proposal
Chorus Proposal workflow — create proposals with document and task drafts, manage dependency DAG, validate and submit for review.
Passed 16 of 19 test cases with the skill, and 3 of 19 without it.
and 11 more in the full report
13 fixed3 passed either way3 still failing0 broke3 errored
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-3.8-flash on 10/20/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
When setting storyPoints on task drafts in Chorus proposals, what is the valid estimation range?
| Checked | Without skill | With skill |
|---|---|---|
| States story points estimation range between 1 and 8. | 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.
After an Idea's elaboration is resolved (see the idea skill, skill_view("chorus:idea")), 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 |
|---|---|
chorus_pm_add_task_draft | Add task draft (returns draftUuid for dependency chaining) |
chorus_pm_update_task_draft | Update task draft |
test cases passed, vs 3 / 19 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.