Agent skill

Atomic Spec Orchestrator

by ultralisp in ultralisp/ultralisp

AI-агент — эксперт-оркестратор разработки по методологии Atomic Spec.

No licenceAuto-check passedProduct & Project Management

Install Atomic Spec Orchestrator

skills CLI
$ npx skills add ultralisp/ultralisp --skill atomic-spec-orchestrator -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ultralisp/ultralisp atomic-spec-orchestrator --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ultralisp/ultralisp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/atomic-spec-orchestrator .claude/skills/atomic-spec-orchestrator && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
atomic-spec-orchestrator
GitHub stars
258
Token cost
~3.4k tokens
SKILL.md length
997 words
Files
6 (incl. references, assets)
Skills in repo
14
Repo updated
First seen
Licence
None found

At a glance

AI-агент — эксперт-оркестратор разработки по методологии Atomic Spec.

  • Works in 9 steps: Философия и принципы → Иерархия атомов → Анатомия атома → …
  • Tasks that involve User stories
  • SKILL.md covers Содержание, 1. Философия и принципы, 2. Иерархия атомов and 3. Анатомия атома, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Atomic Spec Orchestrator is an agent skill from ultralisp/ultralisp. AI-агент — эксперт-оркестратор разработки по методологии Atomic Spec. Декомпозирует задачу на атомы (spec.md), переключается между ролями Аналитик → Разработчик → Тестировщик, валидирует артефакты на каждом gate перед передачей следующей роли, ведёт git по конвенциям методологии. Используй этот скилл ВСЕГДА когда пользователь просит: спроектировать фичу, написать требования, декомпозировать задачу на атомы, провести анализ требований, создать spec-файлы, работать по Atomic Spec, оркестрировать разработку…

Its SKILL.md is about 3.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files and assets (for example `README.md`, `assets/atom-template.spec.md` and `references/analyst.md`).

It sits in Product & Project Management, covering User stories. It works with Git. The repository describes itself as: The software behind a Ultralisp.org Common Lisp repository.

When your agent uses it

  • Tasks that involve User stories

Example prompts

  • “Atomic Spec”
  • “domain rules”
  • “acceptance criteria”
  • “/atomic-spec-orchestrator”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Философия и принципы
  2. Иерархия атомов
  3. Анатомия атома
  4. Роли и пайплайн
  5. Gate-валидация
  6. Git-конвенции
  7. Workflow: от задачи к коду
  8. Правки (Amendments)
  9. Reference-файлы ролей

What it can do on your machine

Read from SKILL.md and the folder at commit 3439788. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Atomic Spec Orchestrator loads about 3.4k tokens when it runs, and up to ~12k if it reads all its reference files. Until then it costs about 204 tokens; SKILL.md has 997 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~204
When it runs · the whole SKILL.md, loaded when a task matches
~3.4k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~12k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 997 words (~3,421 tokens).

“Ты — эксперт-оркестратор, управляющий процессом разработки по методологии Atomic Spec. Ты координируешь три роли-подагента: Аналитик, Разработчик, Тестировщик, переключаясь между ними последовательно и валидируя артефакты на каждом переходе.”

— opening of SKILL.md by ultralisp
name
atomic-spec-orchestrator

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (references, assets) in .agents/skills/atomic-spec-orchestrator of ultralisp/ultralisp.

  • SKILL.md
  • README.md
  • assets/atom-template.spec.md
  • references/analyst.md
  • references/developer.md
  • references/tester.md

Open the folder on GitHubat commit 3439788

Compare with similar skills

Atomic Spec Orchestrator next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Atomic Spec Orchestrator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Atomic Spec Orchestrator this skillultralisp/ultralisp258—~3.4kAutomated safety check: PassNone
Execute Issuelbedner/aegis-stack143—~1.1kAutomated safety check: PassMIT
Task Reviewer ChorusChorus-AIDLC/Chorus1.2k—~5.3kAutomated safety check: PassAGPL-3.0
Triage Improvementstobihagemann/turbo409—~963Automated safety check: PassMIT
Acceptance Criteria Checkshopsys/shopsys350—~1kAutomated safety check: PassCustom licence
Bmad Handoffaj-geddes/claude-code-bmad-skills488—~2kAutomated safety check: PassCustom licence

Similar skills

  • Execute Issue

    lbedner/aegis-stack

    A skill your agent uses when handed a GitHub issue (number or URL) to execute end to end.

    143 GitHub stars~1.1k tokensUpdated today
    Product & Project ManagementAuto-check passed
  • Task Reviewer Chorus

    Chorus-AIDLC/Chorus

    Read-only adversarial Chorus task reviewer — independently verifies an implementation against its acceptance criteria and posts a single structured VERDICT comment.

    1.2k GitHub stars~5.3k tokensUpdated today
    Product & Project ManagementAuto-check passed
  • Triage Improvements

    tobihagemann/turbo

    Triage the improvements backlog at .turbo/improvements.md: merge duplicate entries, state the user story or simplification behind each one, and decide with the user which to keep and which to drop.

    409 GitHub stars~963 tokensUpdated today
    Product & Project ManagementAuto-check passed
  • Checks a pull request against the acceptance criteria of its Jira issue by driving the deployed review environment with Playwright.

    350 GitHub stars~1k tokensUpdated today
    Product & Project ManagementAuto-check passed
  • Bmad Handoff

    aj-geddes/claude-code-bmad-skills

    Emits a dev-tool-agnostic handoff manifest from ready-for-dev stories so an external dev plugin or runner can pick up and execute the work.

    488 GitHub stars~2k tokensUpdated 3 mo ago
    Agent WorkflowsAuto-check passed
  • User Story Writer

    deanpeters/Product-Manager-Skills

    Writes user stories in Mike Cohn's format with Gherkin acceptance criteria, turning user needs into development-ready work with testable conditions.

    7.2k GitHub starsUsed in 2 repos~2.9k tokens
    Product & Project ManagementAuto-check passed

More from ultralisp/ultralisp

All 14 skills in this repo
  • Dispatching Parallel Agents

    ultralisp/ultralisp

    A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

    258 GitHub starsUsed in 40 repos~1.5k tokens
    Auto-check passed
  • Systematic Debugging

    ultralisp/ultralisp

    A skill your agent uses when encountering any bug, test failure, or unexpected behavior, before proposing fixes

    258 GitHub starsUsed in 51 repos~2.4k tokens
    Auto-check passed
  • Deep Research

    ultralisp/ultralisp

    A skill your agent uses when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation.

    258 GitHub starsUsed in 2 repos~1.1k tokens
    Auto-check passed
  • A skill your agent uses when writing new or large Common Lisp code where subtle library or language gotchas are likely — event-emitter argument order, parenthesis imbalance in a big file, or a…

    258 GitHub stars~1.3k tokensUpdated 25 days ago
    Auto-check passed
  • Clearing Asdf Fasl Cache

    ultralisp/ultralisp

    A skill your agent uses when ASDF fasl cache is stale and build tools (build-docs, qlot exec sbcl, etc.) do not pick up source changes — typically after modifying docstrings, adding defgeneric…

    258 GitHub stars~505 tokensUpdated 25 days ago
    Auto-check passed
  • Defining Clos Classes

    ultralisp/ultralisp

    A skill your agent uses when defining CLOS classes and their constructors in Common Lisp, adding an optional slot to an existing class, or converting a defstruct to a defclass — especially when…

    258 GitHub stars~1k tokensUpdated 25 days ago
    Auto-check passed

Works with

Questions about Atomic Spec Orchestrator

What does Atomic Spec Orchestrator do?

AI-агент — эксперт-оркестратор разработки по методологии Atomic Spec. Atomic Spec Orchestrator is an agent skill from ultralisp/ultralisp. AI-агент — эксперт-оркестратор разработки по методологии Atomic Spec.

When should I use Atomic Spec Orchestrator?

Atomic Spec Orchestrator fits situations like: tasks that involve User stories.

How do I install Atomic Spec Orchestrator in Claude Code?

Run `npx skills add ultralisp/ultralisp --skill atomic-spec-orchestrator -a claude-code`. Or copy the skill folder (.agents/skills/atomic-spec-orchestrator in ultralisp/ultralisp) into .claude/skills/atomic-spec-orchestrator in your project. Claude Code loads it when a task matches its description.

How do I install Atomic Spec Orchestrator in Codex?

Run `npx skills add ultralisp/ultralisp --skill atomic-spec-orchestrator -a codex`. Or copy the skill folder (.agents/skills/atomic-spec-orchestrator in ultralisp/ultralisp) into .agents/skills/atomic-spec-orchestrator in your project. Codex loads it when a task matches its description.

Can I use Atomic Spec Orchestrator in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ultralisp/ultralisp --skill atomic-spec-orchestrator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/atomic-spec-orchestrator, .gemini/skills/atomic-spec-orchestrator, .github/skills/atomic-spec-orchestrator and .opencode/skills/atomic-spec-orchestrator in your project.

What does Atomic Spec Orchestrator need to run?

SKILL.md names no scripts, command-line tools or credentials: Atomic Spec Orchestrator is instructions for the agent only.

Does Atomic Spec Orchestrator access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Atomic Spec Orchestrator safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Atomic Spec Orchestrator use?

No licence was found for Atomic Spec Orchestrator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Atomic Spec Orchestrator use?

About 3.4k tokens (SKILL.md is roughly 14k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 8.1k tokens, read only when the agent opens those files.

What are the alternatives to Atomic Spec Orchestrator?

Skills that share tags, products or a category with Atomic Spec Orchestrator: Execute Issue (lbedner/aegis-stack, 143 stars), Task Reviewer Chorus (Chorus-AIDLC/Chorus, 1.2k stars), Triage Improvements (tobihagemann/turbo, 409 stars) and Acceptance Criteria Check (shopsys/shopsys, 350 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Atomic Spec Orchestrator?

ultralisp (a GitHub organization) maintains it in ultralisp/ultralisp, which has 258 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on September 13, 2026.

Source: ultralisp/ultralisp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.