Individual skill
writers-loop
Use when working on substantial writing artifacts where structure, audience fit, critique, revision, translation, style learning, or decision-backed preference learning matters; also when learning reusable writing style from the user's own writing or permitted reference samples.
plugins/xxsang/writers-loop/skills/writers-loop/SKILL.md
Source commit d780783eba4ecc7c8b9429f95c9362df95f07c61
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
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- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 1,537
- Repository last updated
- Nov 7, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-coding Repository topic
- awesome Repository topic
- awesome-list Repository topic
- codex Repository topic
- codex-plugins Repository topic
- openai Repository topic
- codex-skill Repository topic
- codex-skills Repository topic
- marketplace Repository topic
- codex-marketplace Repository topic
- writing Derived category
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 11,756 bytesSKILL.mdcore · 11,756 bytesSKILL.mdcore · 11,756 bytesSKILL.mdcore · 11,756 bytesSKILL.mdcore · 11,756 bytesSKILL.mdcore · 11,756 bytesagents/openai.yamlasset · 346 bytesreferences/artifact-types.mddoc · 2,614 bytesreferences/business-writing.mddoc · 3,604 bytesreferences/checkpoints.mddoc · 3,617 bytesreferences/critique-rubrics.mddoc · 3,762 bytesreferences/fiction-narrative.mddoc · 2,911 bytesreferences/multi-agent.mddoc · 5,310 bytesreferences/preference-journal.mddoc · 4,933 bytesreferences/preference-signals.mddoc · 4,191 bytesreferences/style-distillation.mddoc · 8,820 bytesreferences/technical-writing.mddoc · 2,158 bytesreferences/translation.mddoc · 7,368 bytesreferences/validation-scenarios.mddoc · 11,641 bytesscripts/journal.mjsruns · 8,641 bytesscripts/style-pack.mjsruns · 5,749 bytes
Read excerpt
# Writer's Loop
## Core Rule
Extract preferences only from explicit user decisions:
- Approved or rejected plans
- Accepted, rejected, or undone edits
- Manual rewrites that change style, voice, or structure (not fact corrections)
- Explicit standing preferences declared by the user
Never extract preferences from unreviewed drafts, one-off comments, fact
corrections, or current-task constraints.
Learn from decisions, not raw drafts.