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ai-sdlc-harness

AI-driven SDLC workflow harness for multi-repo development. Provides story refinement, multi-agent development (plan → code → review → test → PR), and automated guardrails via…

Plugin bundle · by Mostafa Ashraf

About

ai-sdlc-harness is a plugin bundle for AI coding tools published by Mostafa Ashraf. Marketplaces we read that list it: 1 (Community GitHub marketplaces). We first saw it on 2026-10-29 and have recorded no change since. As of our marketplace pass on 2026-10-30.

In its own words, on Community GitHub marketplaces:

AI-driven SDLC workflow harness for multi-repo development. Provides story refinement, multi-agent development (plan → code → review → test → PR), and automated guardrails via hooks. Runs under Claude Code and Qwen Code. Supports Azure DevOps, Jira, GitLab, GitHub, Zoho, and local Markdown as work item providers; ADO, GitLab, GitHub, gh-cli, and glab-cli as git providers. Language-agnostic, discovery-driven; supports any language (frontend + backend).

What it asks for

  • Installs as a plugin bundle
  • Hooks: 8

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a Claude Code plugin

Built from what Community GitHub marketplaces declares.

Claude CodeInside a Claude Code session
/plugin marketplace add mostashraf/ai-sdlc-harness
/plugin install ai-sdlc-harness@ai-sdlc-harness

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Community marketplace mostashraf/ai-sdlc-harness (Open the source on GitHub) Listed 3.9.0 Forks (GitHub): 4
Stars (GitHub): 20
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

Listed in one community marketplace
MarketplaceRepositoryStars (GitHub)
ai-sdlc-harness mostashraf/ai-sdlc-harness 20

Which marketplaces we read and how we check them

What the bundle contains

As published on Community GitHub marketplaces.

Skills: 8

  • add-repo
  • dev-workflow
  • init-workspace
  • migrate-workspace
  • repo-map-refresh
  • story-workflow
  • workflow-status
  • workspace-config

Agents: 3

  • developer
  • planner
  • reviewer

Hooks: 4

  • PostToolUse
  • PreToolUse
  • SubagentStop
  • UserPromptSubmit

What changed

  1. Became a product we track
  2. Community GitHub marketplaces: appeared

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

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