Agent skill

Dynamic Workflows

by TheBeardedBearSAS in TheBeardedBearSAS/claude-craft

Orchestrate dozens-to-hundreds of subagents from a script Claude writes (Claude Code Dynamic Workflows, trigger ultracode).

MITAuto-check passedAgent Workflows

Install Dynamic Workflows

skills CLI

$ npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a claude-code

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

GitHub CLI

$ gh skill install TheBeardedBearSAS/claude-craft dynamic-workflows --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/TheBeardedBearSAS/claude-craft.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/dynamic-workflows .claude/skills/dynamic-workflows && 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/

Paste into Claude Code

Install the "dynamic-workflows" agent skill from https://github.com/TheBeardedBearSAS/claude-craft/tree/main/.claude/skills/dynamic-workflows into .claude/skills/dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic-workflows", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/TheBeardedBearSAS/claude-craft/tree/main/.claude/skills/dynamic-workflows

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install TheBeardedBearSAS/claude-craft dynamic-workflows --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/TheBeardedBearSAS/claude-craft.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/dynamic-workflows .agents/skills/dynamic-workflows && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "dynamic-workflows" agent skill from https://github.com/TheBeardedBearSAS/claude-craft/tree/main/.claude/skills/dynamic-workflows into .agents/skills/dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic-workflows", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install TheBeardedBearSAS/claude-craft dynamic-workflows --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/TheBeardedBearSAS/claude-craft.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/dynamic-workflows .cursor/skills/dynamic-workflows && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "dynamic-workflows" agent skill from https://github.com/TheBeardedBearSAS/claude-craft/tree/main/.claude/skills/dynamic-workflows into .cursor/skills/dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic-workflows", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/TheBeardedBearSAS/claude-craft.git --path .claude/skills/dynamic-workflows

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install TheBeardedBearSAS/claude-craft dynamic-workflows --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/TheBeardedBearSAS/claude-craft.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/dynamic-workflows .gemini/skills/dynamic-workflows && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "dynamic-workflows" agent skill from https://github.com/TheBeardedBearSAS/claude-craft/tree/main/.claude/skills/dynamic-workflows into .gemini/skills/dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic-workflows", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install TheBeardedBearSAS/claude-craft dynamic-workflows

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/TheBeardedBearSAS/claude-craft.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/dynamic-workflows .github/skills/dynamic-workflows && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "dynamic-workflows" agent skill from https://github.com/TheBeardedBearSAS/claude-craft/tree/main/.claude/skills/dynamic-workflows into .github/skills/dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic-workflows", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install TheBeardedBearSAS/claude-craft dynamic-workflows --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/TheBeardedBearSAS/claude-craft.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/dynamic-workflows .opencode/skills/dynamic-workflows && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "dynamic-workflows" agent skill from https://github.com/TheBeardedBearSAS/claude-craft/tree/main/.claude/skills/dynamic-workflows into .opencode/skills/dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic-workflows", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: dynamic-workflows
GitHub stars: 107
Token cost: ~1.4k tokens
SKILL.md length: 554 words
Files: 1
Skills in repo: 12
Repo updated: Sep 14, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Orchestrate dozens-to-hundreds of subagents from a script Claude writes (Claude Code Dynamic Workflows, trigger ultracode).

A task exceeds a single agents context
SKILL.md covers Quand l'utiliser — les 3…, Patterns composables (prompts…, Squelette type (review → verify) and Monitoring, plus 2 more sections
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
Needs more than ~4 concurrent workers — large audits

What it does

Dynamic Workflows is an agent skill from TheBeardedBearSAS/claude-craft. Orchestrate dozens-to-hundreds of subagents from a script Claude writes (Claude Code Dynamic Workflows, trigger ultracode). Use when a task exceeds a single agent's context or needs more than ~4 concurrent workers — large audits, migrations, multi-source research, fan-out reviews. Distinct from Agent Teams (synchronous, ≤4 workers) and ralph-run (sequential single-context loop).

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering Subagents and Deep research. The repository describes itself as: Supercharge Claude Code with Expert Knowledge A comprehensive framework for AI-assisted development. Install standardized rules, agents, and commands for your projects across… The licence is MIT.

When your agent uses it

A task exceeds a single agents context
Needs more than ~4 concurrent workers — large audits
Multi-source research
Fan-out reviews

Example prompts

“/dynamic-workflows”

What it can do on your machine

Read from SKILL.md and the folder at commit 99c1ee3. 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 javascript).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
- code.claude.com
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

Dynamic Workflows loads about 1.4k tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 554 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~100
When it runs · the whole SKILL.md, loaded when a task matches: ~1.4k

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

The full file from TheBeardedBearSAS/claude-craft at commit 99c1ee3, republished under its MIT licence (© TheBeardedBearSAS). 554 words, ~1,365 tokens.

Download SKILL.mdSave it as .claude/skills/dynamic-workflows/SKILL.md (or your agent's skills folder).

name: dynamic-workflows
description: Orchestrate dozens-to-hundreds of subagents from a script Claude writes (Claude Code Dynamic Workflows, trigger `ultracode`). Use when a task exceeds a single agent's context or needs more than ~4 concurrent workers — large audits, migrations, multi-source research, fan-out reviews. Distinct from Agent Teams (synchronous, ≤4 workers) and ralph-run (sequential single-context loop).
context: fork

Dynamic Workflows — orchestration multi-agents scriptée

Dynamic Workflows (Claude Code 2.1.154+, mot-clé déclencheur ultracode) laissent Claude écrire un script JavaScript qui orchestre des sous-agents de façon déterministe (boucles, conditions, fan-out). Le script tourne en arrière-plan ; on suit l'exécution via /workflows.

⚠️ Opt-in coûteux : un workflow peut lancer des dizaines à centaines de sous-agents. Ne l'utiliser que sur demande explicite (mot « ultracode », « use a workflow », « fan out agents ») ou quand le palier de complexité ci-dessous est franchi.

Quand l'utiliser — les 3 paliers d'orchestration

Palier	Outil	Concurrence	Quand
1	Sub-agent simple (Task/Agent)	1	Une investigation isolée, garder le contexte principal propre
2	Agent Teams (`/team:audit`, `/team:sprint`, `/team:security`)	1 leader + ~3 workers	Travail parallèle borné, synchrone, qui tient en un round
3	Dynamic Workflows (`ultracode`)	jusqu'à ~1000 sous-agents (cap concurrent ~16)	La tâche dépasse le contexte d'un agent OU exige >4 workers OU une boucle/pipeline déterministe

Heuristique break-even : dès que tu écrirais « lance N agents, puis pour chacun fais X, puis agrège » — c'est un workflow. Si N ≤ 4 et une seule passe suffit, reste sur Agent Teams.

Patterns composables (prompts minimaux)

Fan-out & synthesize — N lecteurs en parallèle sur des sous-systèmes disjoints → un agent synthétise. (audit, cartographie de code)
Adversarial verification — chaque finding passé à ≥1 sceptique chargé de le réfuter ; ne garder que les CONFIRMED. Le pattern qualité le plus important pour la génération autonome.
Generate-and-filter — générer large (idées, candidats), puis filtrer par un juge.
Classify-and-act — un classifieur route chaque item vers le traitement adapté.
Pipeline — chaque item traverse toutes les étapes sans barrière (latence = pire chaîne, pas somme des étapes). C'est le défaut multi-étapes.
Loop-until-done / loop-until-dry — relancer des chercheurs jusqu'à K rounds sans nouveauté (découverte de taille inconnue : bugs, edge cases).

Squelette type (review → verify)

const results = await pipeline(
  DIMENSIONS,
  d => agent(d.prompt, { phase: 'Review', schema: FINDINGS }),
  review => parallel(review.findings.map(f => () =>
    agent(`Adversarially verify: ${f.title}. Default refuted=true if unsure.`,
          { phase: 'Verify', schema: VERDICT }).then(v => ({ ...f, verdict: v }))))
)
const confirmed = results.flat().filter(Boolean).filter(f => f.verdict?.isReal)

pipeline() par défaut (pas de barrière) ; parallel() seulement quand l'étape N a besoin de TOUS les résultats de N-1 (dédup, early-exit, comparaison croisée). schema force une sortie structurée validée. Pour des éditions concurrentes de fichiers, isolation: 'worktree'.

Show full SKILL.md (236 more words)Show less

Monitoring

/workflows : progression live (phases, agents, tokens).
Le script revient avec un résultat agrégé ; lire ce résultat, décider la suite (souvent plusieurs workflows en séquence : comprendre → concevoir → implémenter → revoir).

À ne pas confondre

ralph-run (/common:ralph-run) : boucle séquentielle mono-contexte jusqu'à une DoD — pas de parallélisme. Pour une tâche qui dépasse ce modèle, basculer sur un Dynamic Workflow.
/effort ultracode : palier d'effort CLI (débit code max sur Opus 4.8) — orthogonal au déclencheur ultracode des workflows, même si souvent utilisés ensemble.

Réutilisation & garde-fous (v2.1.166+)

Essayer d'abord le workflow intégré /deep-research (recherche multi-sources vérifiée) avant d'en écrire un : beaucoup de besoins « fan-out web + synthèse » y sont déjà couverts.
Sauvegarder un run éprouvé : dans /workflows, presser s enregistre le script comme commande réutilisable — projet (.claude/workflows/) ou perso (~/.claude/workflows/). Un paramètre args permet de le rejouer avec une entrée différente (question de recherche, chemin cible…).
⚠️ Sécurité — acceptEdits implicite : les sous-agents lancés par un workflow tournent toujours en mode acceptEdits et héritent de ton allowlist, quel que soit le mode de la session (y compris plan ou default). Les éditions de fichiers sont auto-approuvées. Ne fan-out des agents qui écrivent qu'en zone maîtrisée (worktree isolé, cf. règle 11 sur l'hygiène des permissions).
Coupe-circuit & coût : disableWorkflows (settings.json) ou CLAUDE_CODE_DISABLE_WORKFLOWS=1 désactivent la fonctionnalité ; /workflows affiche la consommation de tokens en direct (un workflow coûte significativement plus qu'un contexte unique — piloter avec un budget explicite).

Référence : Claude Code Workflows · voir aussi @.claude/commands/common/sub-agents-patterns.md (tableau comparatif des orchestrations).

Files

Just SKILL.md in .claude/skills/dynamic-workflows of TheBeardedBearSAS/claude-craft.

Open the folder on GitHubat commit 99c1ee3

Compare with similar skills

Dynamic Workflows 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.

Dynamic Workflows compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Dynamic Workflows this skillTheBeardedBearSAS/claude-craft	107	—	~1.4k	Automated safety check: Pass	MIT	23 days ago
Codebase Research Passbbartling/open-fdd	172	—	~1.4k	Automated safety check: Pass	Custom licence	today
Claw Multi AgentLeoYeAI/openclaw-master-skills	2.2k	—	~5.5k	Automated safety check: Pass	MIT	2 mo ago
Research Trackersundial-org/awesome-openclaw-skills	663	—	~1k	Automated safety check: Pass	None	7 mo ago
Advanced Swarm Orchestrationruvnet/agentic-flow	816	5 repos	~5.9k	Automated safety check: Pass	None	22 days ago
Synthesisyologdev/yoyo-evolve	1.9k	—	~3.1k	Automated safety check: Pass	MIT	today

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Synthesis
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Questions about Dynamic Workflows

What does Dynamic Workflows do?

Orchestrate dozens-to-hundreds of subagents from a script Claude writes (Claude Code Dynamic Workflows, trigger ultracode). Dynamic Workflows is an agent skill from TheBeardedBearSAS/claude-craft. Orchestrate dozens-to-hundreds of subagents from a script Claude writes (Claude Code Dynamic Workflows, trigger ultracode).

When should I use Dynamic Workflows?

Dynamic Workflows fits situations like: A task exceeds a single agents context; needs more than ~4 concurrent workers — large audits; multi-source research; fan-out reviews.

How do I install Dynamic Workflows in Claude Code?

Run `npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a claude-code`. Or copy the skill folder (.claude/skills/dynamic-workflows in TheBeardedBearSAS/claude-craft) into .claude/skills/dynamic-workflows in your project. Claude Code loads it when a task matches its description.

How do I install Dynamic Workflows in Codex?

Run `npx skills add TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a codex`. Or copy the skill folder (.claude/skills/dynamic-workflows in TheBeardedBearSAS/claude-craft) into .agents/skills/dynamic-workflows in your project. Codex loads it when a task matches its description.

Can I use Dynamic Workflows 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 TheBeardedBearSAS/claude-craft --skill dynamic-workflows -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dynamic-workflows, .gemini/skills/dynamic-workflows, .github/skills/dynamic-workflows and .opencode/skills/dynamic-workflows in your project.

What does Dynamic Workflows need to run?

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

Does Dynamic Workflows access the network?

SKILL.md names 1 domain. As links in the text: code.claude.com. This is read from the text; nothing was executed.

Is Dynamic Workflows 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 Dynamic Workflows use?

Dynamic Workflows is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Dynamic Workflows use?

About 1.4k tokens (SKILL.md is roughly 5.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Dynamic Workflows?

Skills that share tags, products or a category with Dynamic Workflows: Codebase Research Pass (bbartling/open-fdd, 172 stars), Claw Multi Agent (LeoYeAI/openclaw-master-skills, 2.2k stars), Research Tracker (sundial-org/awesome-openclaw-skills, 663 stars) and Advanced Swarm Orchestration (ruvnet/agentic-flow, 816 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Dynamic Workflows?

TheBeardedBearSAS (a GitHub organization) maintains it in TheBeardedBearSAS/claude-craft, which has 107 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on September 14, 2026.

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

Dynamic Workflows

Install Dynamic Workflows

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Dynamic Workflows — orchestration multi-agents scriptée

Quand l'utiliser — les 3 paliers d'orchestration

Patterns composables (prompts minimaux)

Squelette type (review → verify)

Monitoring

À ne pas confondre

Réutilisation & garde-fous (v2.1.166+)

Files

Compare with similar skills

Similar skills

Codebase Research Pass

Claw Multi Agent

Research Tracker

Advanced Swarm Orchestration

Synthesis

Web Research

More from TheBeardedBearSAS/claude-craft

Architect

Async

Atomic Tasks

Cqrs

Design Md Convention

Docker Hadolint

Questions about Dynamic Workflows

Install Dynamic Workflows

Facts

At a glance

What it does

When your agent uses it

Example prompts

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Dynamic Workflows — orchestration multi-agents scriptée

Quand l'utiliser — les 3 paliers d'orchestration

Patterns composables (prompts minimaux)

Squelette type (review → verify)

Monitoring

À ne pas confondre

Réutilisation & garde-fous (v2.1.166+)

Files

Compare with similar skills

Similar skills

More from TheBeardedBearSAS/claude-craft

Related

Questions about Dynamic Workflows