dynamic-workflow-patterns SKILL.md skillA
dynamic-workflow-patterns from alex-feel/claude-code-artifacts-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add alex-feel/claude-code-artifacts-public/dynamic-workflow-patterns@git:20261106.3c896a8Pins git:20261106.3c896a8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- alex-feel/claude-code-artifacts-public
- Path
skills/library/dynamic-workflow-patterns/SKILL.md- Versions recorded
- 22
- Latest version
- git:20261106.3c896a8, committed Nov 6, 2026
- First version recorded
- Aug 17, 2026
- Size
- 94,998 bytes
- Repository stars
- 6
- License
- MIT
Pattern taxonomy, agent role combinations, model routing, unit-of-work sizing, review-findings settling, and resilience discipline for Claude Code dynamic workflows. ALWAYS load this skill before authoring or running any Workflow tool script, and ALWAYS load it when the user mentions "workflow" or "ultracode" in any form -- or when the task calls for multi-agent orchestration such as fan-out, tournaments, adversarial verification, triage at scale, ranking large lists, deep verification of…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Dynamic Workflow Patterns The Workflow tool description already teaches the script API, the opt-in rules, and the execution mechanics; every mention of those below is a one-line anchor, never a re-teach. This skill adds what that description lacks: which pattern to pick, which agent roles to combine for each task family, which model to give each role, how large to cut each agent's unit of work, how to behave between launch and completion, and how to keep a workflow alive through server errors, stalls, and interruptions. ## Why Single Contexts Fail Pattern choice and prompt design follow from knowing which failure mode the workflow defends against, so diagnose the threat before picking the shape. **Agentic laziness.** The model declares done after partial progress, for example addressing 35 of 50 items in a review. Counter: the deterministic script, not the model, decides when work is done -- explicit item lists, loop-until-done stop conditions, and a logged record of every dropped item. …
Read the whole file at its exact version.
How to install
mdr add alex-feel/claude-code-artifacts-public/dynamic-workflow-patterns@sha256:e5a6407154d45d6fThe line at the top of this page pins the label git:20261106.3c896a8, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_yx4wxc2ecvumc3gz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 22 versions of this file, between Aug 17, 2026 and Nov 6, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261106.3c896a8 latest | 2026-11-06 | 3c896a8 | 94,998 B | A | view · diff |
| git:20261104.3b37e4f | 2026-11-04 | 3b37e4f | 92,611 B | A | view · diff |
| git:20261102.cf6e197 | 2026-11-02 | cf6e197 | 92,613 B | A | view · diff |
| git:20261102.1a1028f | 2026-11-02 | 1a1028f | 91,747 B | A | view · diff |
| git:20261101.2acfb00 | 2026-11-01 | 2acfb00 | 90,112 B | A | view · diff |
| git:20261101.34a9fe2 | 2026-11-01 | 34a9fe2 | 90,318 B | A | view · diff |
| git:20261028.c79390d | 2026-10-28 | c79390d | 86,872 B | A | view · diff |
| git:20261023.ae988da | 2026-10-23 | ae988da | 83,621 B | A | view · diff |
| git:20261014.bb4b829 | 2026-10-14 | bb4b829 | 82,855 B | A | view · diff |
| git:20261014.29de172 | 2026-10-14 | 29de172 | 81,355 B | A | view · diff |
| git:20261013.5bef80d | 2026-10-13 | 5bef80d | 79,106 B | A | view · diff |
| git:20261010.24c207f | 2026-10-10 | 24c207f | 77,935 B | A | view · diff |
| git:20261010.e908d35 | 2026-10-10 | e908d35 | 77,117 B | A | view · diff |
| git:20261010.671ef51 | 2026-10-10 | 671ef51 | 74,386 B | A | view · diff |
| git:20261004.3c326fd | 2026-10-04 | 3c326fd | 74,044 B | A | view · diff |
| git:20260928.8fab205 | 2026-09-28 | 8fab205 | 71,037 B | A | view · diff |
| git:20260927.2112c5b | 2026-09-27 | 2112c5b | 70,175 B | A | view · diff |
| git:20260826.f24fbb7 | 2026-08-26 | f24fbb7 | 54,926 B | A | view · diff |
| git:20260826.c6ad150 | 2026-08-26 | c6ad150 | 53,815 B | A | view · diff |
| git:20260824.ef61436 | 2026-08-24 | ef61436 | 50,924 B | A | view · diff |
| git:20260820.064a412 | 2026-08-20 | 064a412 | 57,661 B | A | view · diff |
| git:20260817.fa377dc | 2026-08-17 | fa377dc | 50,035 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (94998 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
alex-feel/claude-code-artifacts-public · 6 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yx4wxc2ecvumc3gz GET https://markdownregistry.com/api/v1/resolve?ref=alex-feel/claude-code-artifacts-public/dynamic-workflow-patterns GET https://markdownregistry.com/api/v1/blob/e5a6407154d45d6f45bf42df7e682b6e867539ed7ba6ac9da6f12da0304d281f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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