ase

agent
Guvenlik Denetimi
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Health Gecti
  • License — License: Apache-2.0
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Community trust — 12 GitHub stars
Code Basarisiz
  • spawnSync — Synchronous process spawning in bin/ase.js
  • process.env — Environment variable access in bin/ase.js
  • fs module — File system access in bin/ase.js
  • process.env — Environment variable access in pages/etc/astro.config.mjs
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Bu listing icin henuz AI raporu yok.

SUMMARY

Agentic Software Engineering (ASE)

README.md

ASE

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About

Agentic Software Engineering (ASE) is the
opinionated Open Source companion
toolkit of Dr. Ralf S. Engelschall
for fusing the concept of Agentic AI Coding and traditional Software Engineering
in the software development tool Anthropic Claude
Code
— and with reduced support also in the alternative
tool GitHub Copilot CLI or
OpenAI Codex.

ASE ships with agent hooks, agent skills, an underlying Model-Context-Protocol (MCP)
service and a Command-Line Interface (CLI), incorporating reasonable methodology
and automation aspects, to support the recurring tasks of a
Software Developer and Software Architect.

ASE is primarily motivated by the following statement of its primary
author, Dr. Ralf S. Engelschall:

"Software developers in the industrial Software Engineering context,
in their recurring tasks, should leverage pre-manufactured agentic AI
skills to boost their daily productivity. Those skills incorporate
reasonable methodology and automation aspects while keeping the
developers in the driver's seat to ensure stable result quality."

Notices

[!NOTE]
TERMINOLOGY: The discipline of Agentic Software Engineering
in general is Software Engineering, supported by autonomous AI
Agents
to perform tasks across the software development lifecycle.
This ASE product in particular is also agentic, but not
strictly based on autonomous agents. Instead, ASE focuses on
supporting the role of a Software Engineer with Agentic AI Coding
Tools
towards multi-step operations and a plan/task-driven approach,
but still strongly focuses on Human-in-the-Loop.

[!NOTE]
TOOL SUPPORT FOCUS: The primary focus of ASE is on the Agentic AI Coding tool Claude
Code
. The secondary focus is on the support
for GitHub Copilot CLI
(just set environment variable ASE_TOOL=copilot) and OpenAI Codex
CLI
(just set environment variable
ASE_TOOL=codex). In the future, additional support could be provided
also for alternative tools — if their agent harness features
(especially hooks, interactive user dialog tool, etc.) realistically
allow it.

Highlights

Check out the following scenarios and corresponding ASE examples to
see whether ASE is right for you:

  • Boosted Sessions:
    You want to speed up your interactive sessions and at the same time
    reduce costs by reducing the amount of produced LLM output tokens?
    /ase-meta-persona
    engineer or even /ase-meta-persona
    caveman

  • Alternative Approach Funnel:
    You prefer a plan-driven approach, but the agent harness's
    Plan Mode is too unstructured and too direct because you want to
    leverage a funnel of alternative approaches first?
    /ase-code-craft
    hello: "ase hello" CLI command which prints a nice "Hello World" in red

  • Named and Persisted Plans:
    You prefer a plan-driven approach, but the agent harness's Plan Mode is
    regularly too weak, because you want named, persisted, cross-session
    reachable, and strictly structured plans?
    /ase-task-edit
    hello

  • Plan Stress-Testing:
    You have a task plan, but want to be relentlessly grilled about every
    essential aspect of it until you and the agent reach a shared
    understanding and no open decisions remain?
    /ase-task-grill
    hello

  • Implementation Preflights:
    You prefer a plan-driven approach, but want to pre-flight the
    implementation without later having to rewind artifacts via the version
    control system or the agent harness's session history?
    /ase-task-preflight
    hello

  • Project Insights:
    You want to get a quick insight into a project by determining
    the author, the source files with the most churn, and the module
    structure?
    /ase-code-insight
    @tool

  • Code Comprehension:
    You want to better comprehend code by finding focused information on
    What, Why, Analogy, Diagram, Cruxes, and Gotchas?
    /ase-code-explain
    @tool/src/*.ts

  • Lexical Code Analysis:
    You want to analyze code for potential problems
    related to a standard set of code quality aspects?
    /ase-code-lint
    @tool/src/*.ts

  • Document Proofreading:
    You want your text documents checked and corrected for spelling,
    punctuation, and grammar errors?
    /ase-docs-proofread
    @README.md

  • Research Quorum:
    You want to research a fact by asking multiple (potentially available)
    foreign LLMs and methodologically derive a quorum answer?
    /ase-meta-quorum
    What is Agentic Software Engineering?

  • Logical Code Analysis:
    You want to analyze code for potential problems
    in its logic, semantics, and control flow?
    /ase-code-analyze
    @tool/src/*.ts

  • Automated Change Logs:
    You want to get your CHANGELOG.md entries
    automatically derived from your recent Git commits?
    /ase-meta-changelog

  • Plan Implementation:
    You have a named, persisted task plan and now want it implemented as a
    single, complete change set across your project artifacts?
    /ase-task-implement
    hello

  • Artifact Reconciliation:
    You want one set of artifacts (e.g. CODE, DOCS) automatically aligned
    to reflect the current state of another set (e.g. SPEC, ARCH), one-way
    or bidirectionally?
    /ase-sync-reconcile
    -s SPEC -t DOCS

  • Foreign Source Import:
    You want external files, URLs, or pasted text ingested and turned into
    structured SPEC, ARCH, CODE, DOCS, or TASK artifacts?
    /ase-sync-import
    -t SPEC @requirements.txt

  • Artifact Export:
    You want artifact content materialized into derived, side-by-side
    files, like the Data Model rendered as an SVG diagram or the Technology
    Stack rendered as a Markdown table?
    /ase-sync-export
    -s SPEC,ARCH

  • Direct Skill Usage Help:
    You want usage help for skills directly within your agent tool sessions?
    /ase-xxx-xxx --help

  • Diff Summary:
    You want a raw Git diff turned into a concise, human-readable
    narrative of what changed and why, grouped by intent, and with
    optional intent-coherence check, risk grading and blast radius?
    /ase-meta-diff
    -c -r -b

  • Change Review:
    You want the staged Git changes reviewed the way a human reviewer
    would on a pull request, with an approve/reject verdict and
    prioritized, severity-tagged, line-cited findings?
    /ase-meta-review

  • Guided Bug Fixing:
    You want a problem or bug resolved through a structured, plan-driven
    funnel of candidate root causes and fix approaches instead of a direct,
    unstructured patch?
    /ase-code-resolve
    the CLI crashes on an empty config file

  • Guided Refactoring:
    You want the code base refactored through a structured funnel of
    alternative refactoring approaches, optionally captured as a named,
    persisted task plan?
    /ase-code-refactor
    extract the config loading into a dedicated module

  • Architecture Analysis:
    You want your software architecture reviewed for package cohesion and
    inter-package coupling to spot structural weak spots?
    /ase-arch-analyze
    @tool/src

  • Collaborative Brainstorming:
    You want to figure out what to build before how, by diverging on
    a broad space of ideas and then converging through clustering and
    scoring into a recommended direction?
    /ase-meta-brainstorm
    an offline-first sync layer for the mobile app

  • Root-Cause Analysis:
    You want to understand the reason for a fact with the help of the
    "Five-Whys" root-cause determination method?
    /ase-meta-why
    is the Decibel (dB) unit a logarithmic one?

  • Devil's Advocate Challenge:
    You want a thesis or statement relentlessly challenged and criticised,
    and finally resolved into a balanced Hegelian synthesis?
    /ase-meta-diaboli
    The Decibel (dB) is an intuitive unit.

  • Steelman Argument:
    You want a thesis or statement charitably strengthened with the
    strongest possible case, and finally consolidated into a fortification
    argument?
    /ase-meta-steelman
    ASE is one of the best Claude Code add-ons.

  • Key Point Distillation:
    You want a document distilled into a flat, importance-ranked list of
    its key points, each with a salience rank, a rationale, and a verbatim
    line-cited evidence snippet?
    /ase-docs-distill
    doc/architecture.md

  • Search Engine Consolidation:
    You want to query multiple (potentially available) search engines
    and derive a consolidated result?
    /ase-meta-search
    What is Agentic Software Engineering?

  • Foreign LLM Query:
    You want to directly query a (potentially available) foreign LLM?
    /ase-meta-chat
    gemini What is Agentic Software Engineering?

  • Package Discovery:
    You want to be supported in the discovery of suitable packages
    for the establishment of your technology stack?
    /ase-arch-discover
    reactive UI DOM rendering

  • Multi-Criteria Decision Matrices:
    You want to be supported in the evaluation of alternatives with the
    methodological help of a weighted multi-criteria decision matrix?
    /ase-meta-evaluate
    Vue vs. React vs. Angular, focus on TypeScript support and extensibility

  • Convenient Foreign MCP Server Setup:
    You have API keys for popular AI chat services and/or Web search services
    which ASE could optionally leverage in various skills?
    ase setup mcp activate

User Setup

Prerequisites

Installation

#   install ASE tool into PATH (bootstrapping only)
npm install -g @rse/ase

#   install ASE plugin into agent tool
ase setup install [--tool claude|copilot|codex]

Updating

#   update ASE tool in PATH and ASE plugin in agent tool
ase setup update [--tool claude|copilot|codex]

Uninstallation

#   uninstall ASE tool from PATH and ASE plugin from agent tool
ase setup uninstall [--tool claude|copilot|codex]

Foreign MCP Servers

ASE can optionally leverage foreign MCP servers in various ASE
skills for improved quality. They can be conveniently managed via ase setup mcp.

#   check list of MCP servers known to ASE
ase setup mcp list

#   activate MCP servers in the agent tool
ase setup mcp activate   [--tool claude|copilot|codex] [<server>[,...]]

#   deactivate MCP servers in the agent tool
ase setup mcp deactivate [--tool claude|copilot|codex] [<server>[,...]]

Each MCP server reads its API key from an environment
variable ASE_MCP_KEY_XXX, where XXX is the server id in
upper-case with dashes replaced by underscores (e.g. the server
openai-chatgpt uses ASE_MCP_KEY_OPENAI_CHATGPT). These variables
are also automatically sourced from .env files. A server whose
key variable is unset or empty is silently skipped on activation.

The following AI services are currently defined:

  • Chat: OpenAI ChatGPT (openai-chatgpt)
  • Chat: Google Gemini (google-gemini)
  • Chat: DeepSeek (deepseek)
  • Chat: xAI Grok (xai-grok)
  • Chat: Alibaba Qwen (alibaba-qwen)
  • Chat: Z.AI GLM (zai-glm)
  • Search: Brave (brave)
  • Search: Perplexity (perplexity)
  • Search: Exa (exa)

Hint: All MCP servers of type "Chat" support both the native API of the
LLM vendor and the OpenRouter proxy API as an alternative, i.e. you
can leverage all paid "Chat" AI services by just providing the
ASE_MCP_KEY_OPENROUTER of an OpenRouter account.

See Also

Support

ASE is developed in the experience context of industrial Software
Engineering at the msg group and in the
educational context of the Software Engineering Academy (SEA). ASE
development is supported by msg Research and Software Engineering
Academy (SEA)
.

Copyright & License

Copyright © 2025-2026 Dr. Ralf S. Engelschall

Licensed under Apache 2.0

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