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Merged
guicheffer merged 4 commits into from
Jan 26, 2026
Merged

Add context verification and quality checking #8

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1daaabe
Add context verification and quality checking to context-training wor…
guicheffer Jan 26, 2026
e420efa
Add snapshot tests and remove NEW markers
guicheffer Jan 26, 2026
ecfce02
Remove PLAN.md and VERIFICATION.md, simplify docs
guicheffer Jan 26, 2026
f519d2b
Update snapshots for new subagents and command changes
guicheffer Jan 26, 2026
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7 changes: 6 additions & 1 deletion README.md
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Expand Up @@ -181,9 +181,12 @@ See [Core Concepts](docs/user-guide/concepts.md) for architecture details.
| Command | Purpose |
|---------|---------|
| `/analyze-tech-stack` | Document repository technologies |
| `/train-context` | Generate context training from codebase |
| `/train-context` | Generate context training from codebase (includes verification) |
| `/update-context` | Update existing context training with new PRs |
| `/load-context-training` | Load patterns into conversation |

Both `/train-context` and `/update-context` automatically verify generated files for accuracy and code quality. Import paths, function signatures, and code examples are validated against your codebase. Critical issues are auto-fixed, quality issues are reported.

#### Utilities

| Command | Purpose |
Expand Down Expand Up @@ -243,6 +246,8 @@ Generate context training:

Output: `devorch/context-training/` with custom implementers and patterns

Context-training files are automatically verified for accuracy and quality. Import paths and function signatures are validated against your codebase. Code examples are checked for best practices and security. Critical issues are auto-fixed, mismatches are reported for review.

### Feature Development

**1. Research phase**
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