Detect teams struggling with default process and recommend library-specific skills
- Dominant language
- C#
- Stars
- 135
- Forks
- 260
- Avg merge
- 1d 22h
- Merged PRs (30d)
- 115
Description
## Description
Add logic to the Azure SDK Tools Agent that detects when a service team is having repeated issues or friction with the default process (e.g., failing steps, unusual workarounds, repeated troubleshooting). When the agent identifies that a team has unique steps or deviations from the standard workflow, it should proactively recommend that the team create a Copilot skill specific to their library.
This enables teams with non-standard inner-loop requirements to codify their unique process into a reusable skill, improving their experience and reducing friction over time.
### Expected Behavior
1. **Detection** — Agent monitors for signals that a team's workflow diverges from the default process (repeated errors, manual workarounds, skipped steps, unique build/test configurations).
2. **Recommendation** — When divergence is detected, the agent suggests creating a library-specific skill and provides guidance on how to get started (linking to skill-authoring resources).
3. **Follow-through** — Optionally offer to scaffold the initial skill structure for the team.
Contributor guide
Research direction
Start by locating the Azure SDK Tools Agent workflow and the skill-authoring resources referenced by the issue. Trace where workflow outcomes, errors, workarounds, and configuration deviations are available, then determine how recommendations and optional scaffolding fit that flow. Done means repeated divergence can lead to a library-specific skill recommendation with authoring guidance.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- azure, csharp
- Domain
- ai, tooling
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 42/100