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Producer Critic Refinery

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release 1.1.0 · digest sha256:35ece925 · 1 release · published Sep 12, 2026

A drafting line split in two: the node that writes the work never sees the rubric the work is graded against, and the node that holds the rubric never writes a word of it.

Tool capabilities1
  • File I/O

Node rubric, Rubric Author. DOT line 5, card rubric-author@1.0.0. 5 nodes in the graph.

Selectedrubrictopology.dot:5rubric-author@1.0.0

1 The graph

5 nodes · 5 edges
Hears from
nothing in this graph
Sends to
critique

2 The card skeleton

rubric-author@1.0.0Open card →
idrubric-authorline 1Filled.

The key a blueprint pins. A DOT node carries card="id@version", and this string is the only way a graph and a card find each other. It may be namespaced, berti/solver-a, so two authors can publish a card under the same short name.

nameRubric Authorline 2Filled.

What a person calls the node. The drawing prints it and every listing leads with it. Nothing matches on it: that is the id's job, and the two are free to disagree.

typeagentline 3Filled.

Exactly one node-type term from the vocabulary. It says what kind of work the node does and whether a person acts at it: a type under human-in-the-loop, such as human-gate, holds the run until somebody acts; every other type lets it pass. The static analysis groups nodes by this term. Either way it is the author's design choice; nothing here is measured.

phaseplanningline 4Filled.

Which of the five phases the node stands in, any number of them. The phases describe a blueprint's shape rather than placing every node in one. Intake, retrieval and routing are real work that none of the five names, so declaring none is a valid answer.

actionTurn the brief the run was instantiated with into an ordered, checkable list of criteria, and emit nothing else.lines 6–8Filled.

The operation, in one line, short enough to read off a drawing. It is prose for whoever opens the card. The agent is instructed by spec, and nothing parses this line.

specA brief arrives with the run. Read it once and write the conditions a finished piece of work would have to meet to satisfy it. Emit them on rubric as an ordered list, one condition per entry, each phrased so that a reader holding only the work and the entry can answer yes or no without consulting you. Write no example, no draft sentence and no partial answer: anything that reads as the work itself rather than as a condition on it belongs in neither this node nor this port. Do not soften a condition because it looks hard to meet, and do not add one the brief does not support. The number of conditions is whatever the brief implies; do not pad the list to a round figure and do not merge two conditions to shorten it.138 wordslines 9–17Filled.

The instructions handed to the agent when someone runs the graph on their own machine. They must stand on their own, because the agent never sees the rest of the graph. They must not carry what the graph withholds: if the text supplies information no edge brings to this node, the isolation the graph draws exists only on paper. One check reads this field, card/spec-too-thin, and it only measures length.

modelnot namednot writtenLeft empty by this card.

Which model the agent is instantiated with, written the way the provider writes the identifier. A default rather than a binding: a graph's model_stylesheet sets the model for every node matching a shape, an explicit field here outranks the sheet, and whoever runs the blueprint outranks both. Absent on most cards, which means the node takes whatever the graph or the runner supplies.

agentRubric authorline 18Filled.

A label the card's author chose for the agent behind the node. Nothing checks it.

skillno skill document is pointed atnot writtenLeft empty by this card.

Where the written procedure for this agent lives, as a path inside the repository you run from. It is only a pointer: no skill document travels in a DarkPrint bundle, and you write the file it names. A node whose spec field holds the whole instruction declares none.

toolsnone requiredline 19Left empty by this card.

tool capability terms from the vocabulary: what the node is permitted to do. This does not say which server supplies the capability; the mcp field answers that. A node can carry either field without the other.

mcpno server is namedline 20Left empty by this card.

The MCP servers the node reaches, under the names they are registered with on the machine that runs the graph. Free text by design: an MCP server is a process somebody installed, and the vocabulary has no term for one.

paramsnone setline 21Left empty by this card.

Nested configuration for the node, free-form but JSON-serializable. It travels with the card to whoever runs the graph; nothing on this site interprets a key of it.

inputsnothing arrives on a declared portline 23Left empty by this card.

The ports data arrives on, each with a name and a data-type term from the vocabulary. Every incoming edge is checked against them: an edge whose source produces nothing this node accepts is reported as bundle/type-mismatch.

outputsrubric: acceptance-criterialines 24–27Filled.

The ports data leaves on. An output type makes an edge into the next node meaningful. The next node's declared inputs and prohibitions are checked against it.

rubric: acceptance-criteria. The ordered conditions the finished work is judged against, as this node wrote them.

dependenciesno upstream node is namedline 28Left empty by this card.

Cards this one expects to hear from, by id. This is the one card field that names topology, so it can point back at a line in the DOT on its own. The DOT still decides what is wired; this field says what the author expected to be wired.

cannotno type is refusedline 29Left empty by this card.

Data types that must never arrive, written as vocabulary term ids. Every incoming edge is checked against every entry, and an edge that can carry that type, or a narrower one, is refused as bundle/prohibition-violated. This is the half of the node's refusals that the checker enforces; will_not is the other half, which nothing checks automatically.

will_notwrite any part of the work it sets conditions for, weaken a condition to make it easier to meetlines 30–32Filled.

What the node promises never to do, in the author's own sentences. Nothing checks an entry here, and nothing can: a promise like "never opens a shell" cannot be read off a graph. It is addressed to whoever reads the card and to the agent instantiated from it, which is why it is a field of its own rather than a second kind of entry inside cannot.

risk_markersnone declaredline 34Left empty by this card.

risk-marker terms the author declares for the node. The static analysis subtracts each distinct marker's weight from the blueprint's static risk-exposure reading, once per blueprint however many nodes carry it. An empty list is a valid answer. Three markers are also read off the graph whether or not a card declares them: unbounded loops, unvalidated external access and criteria leaks.

notesThis node is a root: the brief reaches it with the run rather than across an edge, which is what keeps the criteria out of the graph the writing nodes sit in. It is the only node here that produces an acceptance-criteria port, and the leak check has nothing to trace without it.53 wordslines 35–38Filled.

The author's commentary on the card, addressed to whoever reads it. Nothing checks it.

version1.0.0line 40Filled.

Semver of the card itself. A published version is never edited in place, so a pinned id@version means the same content forever and a change ships as a new version beside it.

authorautogenline 41Filled.

Who wrote the card. It is excluded from the card's digest, along with provenance. Two cards describing the same node are the same card, whoever typed them.

provenancenot statednot writtenLeft empty by this card.

Where the card came from when it did not start here, such as the blueprint it was forked from or the document behind it. Free text, and excluded from the card's digest.

filled, left empty; both are valid. The skeleton is the card’s fields with what each one is for: open a row to read it. Long values are cut at two lines until the row is opened. This card is pinned by rubric at topology.dot line 5.

Files

AautogenA drafting line split in two: the node that writes the work never sees the rubric the work is graded against, and the node that holds the rubric never writes a word of it.sha256:35ece9…Sep 12, 2026
  • README.mdwhat this blueprint is, its digest, and how to run it
  • cards/5 pinned cards, one document each
  • topology.dotthe topology, as the author wrote it
7 entries · 5 pinned cards inside cards/Open README

README.md

Producer Critic Refinery

A drafting line split in two: the node that writes the work never sees the rubric the work is graded against, and the node that holds the rubric never writes a word of it.

blueprint      producer-critic-refinery
bundle digest  sha256:35ece9255c6d3bbac16ee97545613f578ffd3cfb8288598d7182b9563c9a72ae
nodes          5
cards pinned   5

The digest is taken over topology.dot and the digest of every card version pinned in it. Recompute it to confirm these files are the ones DarkPrint read. One changed byte gives a different digest.

Run it

This runs on your machine. DarkPrint hands out the files and analyses them statically. It executes nothing and holds none of your provider keys.

This folder carries the topology and its pinned cards, nothing compiled. To compile them into a pipeline a graph runner takes, run darkprint export <dir> --attractor. It writes Attractor DOT to stdout, and that file opens with the same two lists this README carries under What these files leave to the runner. Adapting the result, or building the run yourself from these files instead, is your own harness's job.

What is in the folder

topology.dot   node ids, edges, and the card version pinned on each node
cards/         the pinned cards, as the registry stores them; each carries the `spec` that becomes its node's prompt
README.md      this file

What these files leave to the runner

Attractor reads more attributes than a DarkPrint blueprint has fields to set. Compile these files into a pipeline, by the command above or by hand, and the names below are the ones nothing in this folder sets. Write them in where your run needs them, and expect a later export of this blueprint to overwrite the whole compiled file. Appendix A of the Attractor spec tabulates most of them; the rest are named by the retry rules in §3.5, by the handler pseudocode in §4, and by §9.7's tool call hooks.

Left out, these fall to the runner and the pipeline still runs. The Attractor spec states a value or a behaviour for each one's absence, in Appendix A or in the handler pseudocode that reads it, so what you get is a choice nobody in this folder made:

  • graph: model_stylesheet, default_max_retries, default_max_retry, default_fidelity, retry_target, fallback_retry_target, stack.child_workdir, tool_hooks.pre, tool_hooks.post
  • node: goal_gate, retry_target, fallback_retry_target, fidelity, thread_id, timeout, llm_provider, reasoning_effort, auto_status, allow_partial, join_policy, max_parallel, manager.poll_interval, manager.max_cycles, manager.stop_condition, manager.actions, stack.child_autostart, tool_hooks.pre, tool_hooks.post
  • edge: fidelity, thread_id, loop_restart

Left out, these have nothing to fall to. The handler a node's shape selects reads each one directly, and with no value it refuses or goes round again while the rest of the compiled file reads as though the node would run. Read §4's handler section for the shape you are compiling before you leave one of these unset:

  • graph: stack.child_dotfile
  • node: human.default_choice

The nodes

nodecard
rubricrubric-author@1.0.0
producedraft-producer@1.0.0
critiquedraft-critic@1.0.0
revisedraft-reviser@1.0.0
deliverdraft-delivery@1.0.0

Exported from https://www.darkprint.io/blueprints/producer-critic-refinery

History

each release is a frozen snapshot, addressed by its digest
  • 1.1.0sha256:35ece9…latest

    A drafting line split in two: the node that writes the work never sees the rubric the work is graded against, and the node that holds the rubric never writes a word of it.

    autogen · Sep 12, 2026

There is no repository behind a release, so there is nothing to pull.

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