Execute scout, inner loop, and outer loop phases to implement approved specs.
npx skills add https://github.com/mliudev/agent-workflows --skill implement-mliudev
Please help me install this Agent Skill. Skill: implement Source: https://github.com/mliudev/agent-workflows/tree/main/skills/claude/implement Command: npx skills add https://github.com/mliudev/agent-workflows --skill implement-mliudev
Autonomous implementation of approved specs to reduce back-and-forth and accelerate delivery.
Provide an approved spec and trigger the implement workflow to begin executing the next 1-3 tasks with evidence gathering.
High-intent search queries and answers about installing and using this skill.
Autonomous spec implementation is orchestrated through scout, rolling inner loop, and outer loop phases. This pipeline executes 1-3 task slices with evidence gathering and bounded subagent delegation to deliver features incrementally.
Evidence-driven validation enforces bounded ownership and requires verified proof before gating or release. It ensures each implemented task slice aligns with the QA plan through automatic gating and incremental per-slice reviews.
Task slices are planned in bounded 1-3 task increments during the rolling inner loop phase. Each slice undergoes evidence gathering and per-slice reviews before proceeding to the next implementation segment.
Yes, a predefined QA plan is required. The implementation pipeline applies to features with an approved spec and QA plan, using both to guide evidence-driven validation and generate a final verified report.
The best way to orchestrate an implementation pipeline is using scout, rolling inner loop, and outer loop phases. This approach reduces back-and-forth by applying bounded subagent delegation and automatic gating for incremental delivery.
You should not use autonomous spec implementation for features lacking a defined spec or QA plan. The pipeline requires approved specifications and bounded task planning to enforce evidence-driven validation and generate verified reports.
gustavscirulisGenerate TEST_SPEC.md with unit, UI, accessibility, and beta testing plans from PRDs.
pcatattacksAutomate end-to-end deployment and rollout with QA gates and rollback preparation.
langchain-aiDelegate tasks to subagents with TodoList planning and human approval gates.
FoxSilouImplement Blazor frontend presenter features through RED/GREEN/REFACTOR TDD cycles.
