compile-3d-workflow

compile-3d-workflow is a skill for Codex from OutlineDriven/outline-driven-development. It costs 40 tokens per session (921 once invoked), scanned A, original, Apache-2.0.

A local workflow builder that turns an interview about a problem into a checked YAML file. The file describes tasks, their dependencies, related groups, and feedback loops.

In plain words
What is it for?
Use it to turn a problem discussion into a structured, compilable plan that can be checked before use.
Why use it?
It removes the need to design and validate this workflow structure by hand. It also keeps the result local and reversible.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to turn a problem discussion into a structured, compilable plan that can be checked before use.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/outlinedriven/outline-driven-development/compile-3d-workflow
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add OutlineDriven/outline-driven-development --skill compile-3d-workflow
Clone the repo
git clone --depth 1 https://github.com/OutlineDriven/outline-driven-development

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for compile-3d-workflow

README.md
[![agentmods](https://agentmods.dev/badge/skills/outlinedriven/outline-driven-development/compile-3d-workflow/github.svg)](https://agentmods.dev/skills/outlinedriven/outline-driven-development/compile-3d-workflow)
Your own site
<a href="https://agentmods.dev/skills/outlinedriven/outline-driven-development/compile-3d-workflow"><img src="https://agentmods.dev/badge/skills/outlinedriven/outline-driven-development/compile-3d-workflow/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for compile-3d-workflow

Your own site · 80×15
<a href="https://agentmods.dev/skills/outlinedriven/outline-driven-development/compile-3d-workflow"><img src="https://agentmods.dev/badge/skills/outlinedriven/outline-driven-development/compile-3d-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 921 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00040 $0.00921
Opus 5 $0.00020 $0.00461
Sonnet 5 $0.00008 $0.00184
Haiku 4.5 $0.00004 $0.00092

Measured 2d ago against content hash 9c214d7c4ae9, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

compile-3d-workflow scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.devin/skills/compile-3d-workflow/SKILL.md · 75 lines

How it starts

The opening of the file, as written. The whole thing — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Compile 3D workflow

Contract

Field Bound contract
Trigger The user asks for direction and a compilable 3D workflow from an interview.
Authority Reversible local: writes only the named local 3D workflow artifact file; rollback is deleting that file. No remote mutation.
Side effect Writes one local 3D workflow artifact file.
Done A validated local 3D workflow artifact file exists and passes every structural check.

Inputs

  • A direction interview with the user, supplying: the problem being solved, what success looks like, binding constraints, and what is explicitly out of scope. All four required; none inferred.
  • The output file path for the workflow artifact. Required.

Artifact schema

The workflow artifact is a YAML file with this structure:

problem: <string>
success_criteria: <string>
constraints: [<string>, ...]
out_of_scope: [<string>, ...]
topology:
  nodes:
    - id: <string>
      task: <string>
      depends_on: [<node_id>, ...]
ontology:
  groups:
    - name: <string>
      members: [<node_id>, ...]
feedback_loops:
  - name: <string>
    sensor: <string>
    comparator: <string>
    actuator: <string>

Every node id referenced in depends_on must exist in nodes. Every node id in ontology group members must exist in nodes. Every feedback loop must name a sensor, comparator, and actuator as non-empty strings.

Procedure

  1. Conduct the direction interview. Ask the user for the problem, success criteria, binding constraints, and explicit out-of-scope. Record the answers verbatim. Done when: all four interview inputs are recorded verbatim, or the missing input is named and the skill stops.
  2. Author the workflow artifact from the interview answers. Build the three dimensions:
    • Topology: a DAG of tasks. Each node has an id, a task description, and a depends_on list naming the node ids it waits on. No cycles. No node depends on itself. Every depends_on entry must reference an existing node id.
    • Ontology groups: named concept clusters classifying the work domains. Each group names its member node ids. Every group is non-empty. Every member must exist in the topology.
    • Feedback loops: cybernetic control cycles. Each loop names its sensor (what is measured), comparator (what is expected), and actuator (what action re-routes). All three are non-empty strings. Done when: the artifact combines all three dimensions from the interview answers.
  3. Validate the artifact against the schema. Check every rule:
    • Every node has a unique id and a non-empty task.
    • Every depends_on entry references an existing node id.
    • No cycle exists in the dependency graph (topological sort succeeds).
    • Every ontology group is non-empty and every member references an existing node id.
    • Every feedback loop names a non-empty sensor, comparator, and actuator. Done when: every check passes, or the specific defect is named and the skill stops.
  4. Write the validated artifact to the output file path as YAML. State the rollback path: delete the local artifact file. No remote state was touched. Done when: the artifact file is written and the rollback path is stated.

Read the full file on GitHub · 75 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago Changed · -19 tokens per session 9c214d7c4ae9
  2. 4d ago First seen · 75 lines · 59 tokens per session scan A bb79b580758a

Subscribe to this mod's changes

compile-3d-workflow is a skill published in the GitHub repository OutlineDriven/outline-driven-development (52 stars, last pushed 2d ago), licensed Apache-2.0. It adds 40 tokens to every session and 921 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories

audit-project

Run an iterative multi-agent code audit until critical and high findings are resolved. Use when the user says "audit my code", "find all the bugs", "deep code audit", "iterative review", or "review until clean".

OutlineDriven/odin-claude-plugin · 50 tokens

duet

Use when the user invokes /duet, says "pair with me", or faces aesthetic, architectural, or irreversible decisions.

OutlineDriven/odin-claude-plugin · 28 tokens

goal-prompt-drafting

Use when asked to draft copy-ready /goal objectives for long-running agents; returns one normalized one-line objective with measurable end state, grounded proof, easy-out invariants, a stop clause, and a Missing list. Not for source or remote-system changes.

OutlineDriven/odin-claude-plugin · 57 tokens

handoff-prompt

Use when the user asks for a handoff, delegation, or clipboard-ready prompt for another agent: a standalone path-free prompt copied to the clipboard, confirmed by title. Not for session-snapshot briefs — use handoff; never remote, credential, publish, deploy, or irreversible.

OutlineDriven/odin-claude-plugin · 62 tokens

publish-branch

Use when asked to publish the checked-out branch: commit and push it on whatever branch it is, the default branch included. Not for creating branches, PRs, force pushes, or pushing any other branch; when the request excludes the default branch, use commit-push-current.

OutlineDriven/odin-claude-plugin · 60 tokens

drill

Use when a concept needs practising rather than explaining: run a scaffolded exercise from worked example to independent problem, quiz the learner, run spaced recall over what they cleared, or probe for the gaps blocking what they want next. For explanation, use explain-concept; for an end-to-end build, use capstone.

OutlineDriven/odin-claude-plugin · 67 tokens