Review completed tasks, verify quality gates, and generate reflection artifacts.
npx skills add https://github.com/Arcanada-one/datarim --skill reflecting
Please help me install this Agent Skill. Skill: reflecting Source: https://github.com/Arcanada-one/datarim/tree/main/skills/reflecting Command: npx skills add https://github.com/Arcanada-one/datarim --skill reflecting
It reduces inconsistent project outcomes by forcing a structured review after every completed task and turning lessons learned into actionable improvements.
Ask your AI operator to run the archive reflection step by completing a task with Datarim so Step 0.5 generates the reflection and follow-up backlog items automatically.
High-intent search queries and answers about installing and using this skill.
Automated quality assurance and reflection are triggered by running the archive reflection step. This validates completion criteria, verifies tests, checks for security vulnerabilities, and generates reflection documents with backlog suggestions automatically.
Workflow evolution enforces safety gates by blocking risky operating-model changes (Class B) until the PRD or contract is updated. Class A improvement proposals are routed for approval and regression-proofed via bats verification.
Generating a backlog from completed work requires reading the reviewer persona and resolving the datarim path safely. A runtime template then produces reflection artifacts and follow-up tasks across requirements, design, execution, QA, compliance, and archival phases.
Yes, you can enforce stack-agnostic gating and tests verification for Class A changes. The process applies regression-proofing via bats verification to ensure safe workflow evolution before returning follow-up tasks to the archive Step 4 consumer.
You must update the PRD or contract when proposed self-evolution improvements involve risky operating-model changes. These Class B changes are explicitly blocked by safety gates until the PRD or contract is updated to reflect the new workflow.
The definition of done review process validates that completion criteria were truly met during iterative project execution. It captures what happened by writing reflection artifacts, verifying tests pass, and checking for security vulnerabilities before archiving.
d-o-hubOrchestrate workflow agents in iterative refinement loops with configurable termination modes.
jankneumannMerge approved OpenSpec feature pull requests and archive proposals.
mwathibenAutomate shell-script testing with Bats for CLI tools.
IndustrialAnalyze code for security vulnerabilities and performance issues.
