awslabs/aidlc-workflows

AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents

About the project

AI-DLC Workflows is a reusable software-development lifecycle that guides AI coding agents through staged engineering work and human approval gates. Teams use it to run structured, reviewable development processes across several coding-agent environments, and the catalogue entries are its agents, skills, rules, MCP integrations, and instructions.

This repository also configures its own agents. See what aidlc-workflows tells them →

5.5kStars on the repository
52Mods indexed here, across every type
todayLast push, which is what freshness is scored on
MIT-0Licence, which decides whether bodies are shown

aidlc-knowledge

01

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

Index the team's own documents — PDFs, Word files, Markdown, plain text — into a per-space catalog the AI-DLC agents can cite. Wraps aidlc-knowledge.ts: onboard, sync, list, show, associate, dissociate, rebind, summarize. Every catalog row is written by the tool under a workspace lock; this skill never edits the…

not rated 5.5k +110 changed 16d ago B SkillSpector: warn 88 tokens MIT-0

aidlc-outcomes-pack

02

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

Generate a comprehensive handover document at workflow close so the team can own, operate, and continue the system without re-running the workflow. Stage/phase/learning counts come from {{INVOKE}} engine runtime summary; prose comes from the artefacts. Writes OUTCOMES.md but never mutates workflow state or emits audit…

not rated 5.5k +110 changed 1mo ago A SkillSpector: pass 74 tokens MIT-0

aidlc-replay

03

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

Print a structured session narrative for stakeholders who weren't in the room. Numbers (stage counts, phase rollup, duration) come from {{INVOKE}} engine runtime summary; prose comes from the audit trail and artefacts. Renders to the terminal only — writes no file, never mutates workflow state, never emits audit…

not rated 5.5k +110 changed 1mo ago A SkillSpector: pass 73 tokens MIT-0

aidlc-session-cost

04

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

Read-only session cost view. Prints deterministic aggregates for the current workflow — duration, stage outcomes, memory entries, sensor firings, learnings captured — sourced entirely from {{INVOKE}} engine runtime summary. Never mutates workflow state, never emits audit events, never writes files.

not rated 5.5k +110 changed 1mo ago A SkillSpector: pass 63 tokens MIT-0

aidlc

05

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

AI-DLC. Start, resume, or manage an AI-driven development lifecycle. Scopes are defined one file per scope under .claude/scopes/; run {{INVOKE}} engine orchestrate help for the authoritative list and descriptions. Utilities, each an argument to {{INVOKE}} engine orchestrate next and never a command of its own…

not rated 5.5k +110 changed yesterday A SkillSpector: warn 177 tokens MIT-0

aidlc-jump

06

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

Jump the active AI-DLC workflow to a stage or phase. A Cursor-native shortcut for /aidlc --stage or /aidlc --phase .

not rated 5.5k +110 changed 1mo ago A SkillSpector: pass 41 tokens MIT-0

aidlc-scope

07

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

Set or change the AI-DLC workflow scope. A Cursor-native shortcut for /aidlc --scope .

not rated 5.5k +110 changed 1mo ago A SkillSpector: pass 29 tokens MIT-0

aidlc-status

08

awslabs/aidlc-workflows

Skill Claude Code ✓ vendor

Show the current AI-DLC workflow status without advancing or mutating it. A Cursor-native shortcut for /aidlc --status.

not rated 5.5k +110 changed 1mo ago A SkillSpector: pass 30 tokens MIT-0

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