open-loops-validate

real-simple-labs/parker-brain

SkillLoads cleanly

Run a hypothesis's test plan, gather the evidence, and honestly resolve the loop into one of the four validation states — validated, invalidated,…

Scores
out of 100 · grade B+

2026-08-15

Works

40% of the score

100/100

Loads cleanly: valid frontmatter, required fields present, no dangling references.

Maintained

25% of the score

94/100

no commits in the last 12 weeks
no license file

Adopted

20% of the score

23/100

46 stars on the source repo.

Documented

15% of the score

73/100

992 words with worked examples.
Ships 5 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add real-simple-labs/parker-brain/open-loops-validate

What the check found

Every finding on this listing, and what each one means for whether it loads.
Finding	What it means
No license	The repository ships no license file, so the reuse terms are unclear.

What it says it does

Run a hypothesis's test plan, gather the evidence, and honestly resolve the loop into one of the four validation states — validated, invalidated, inconclusive, or insufficient evidence. Use when a hypothesis is approved or proceeding and it is time to test it, or when the user says validate this, run the test, close the loop, or what did the research find.

Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-14.

Also in real-simple-labs/parker-brain

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
save-brainreal-simple-labs/parker-brain	No license	Skill	46 stars	today
context-grounding-reviewreal-simple-labs/parker-brain	No license	Subagent	46 stars	today
open-loops-advancereal-simple-labs/parker-brain	No license	Skill	46 stars	today
propagate-craftreal-simple-labs/parker-brain	No license	Skill	46 stars	today
creative-voice-reviewreal-simple-labs/parker-brain	No license	Subagent	46 stars	today
update-parker-skillreal-simple-labs/parker-brain	No license	Skill	46 stars	today

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