refine
Analyze past cueloop Threads and propose recurring feedback writebacks through a plan Thread.
Skill by mmurakaru
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/mmurakaru-refine
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/refine
What's inside
- Skill name
refine- Description
- Analyze past cueloop Threads and propose recurring feedback writebacks through a plan Thread. Use when the user asks to learn from past reviews or run refine.
- License
- Apache-2.0
- Instructions
- 21 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# cueloop refine Use the harness's cueloop `refine` workflow when available. Otherwise, run `cueloop refine` and read the report path in its JSON output to analyze the stored Thread corpus. Read its report and group annotations into named patterns. A pattern needs at least three members; keep one-offs in a long-tail list. Rank patterns by how often they occur on changes-requested Messages. Draft one proposed writeback per pattern. Include its evidence, target file, and exact text. Route repo-specific lessons to that repo's `AGENTS.md` or a project skill; route global preferences to the appropriate global instruction or memory. Submit the proposals as a plan Thread through the same workflow, or write them to a file and run `cueloop session create --type plan --content-file <proposals.md>`. On the CLI path, collect the Message with `cueloop session wait <id> --timeout-ms 60000`. Do not edit the targets before approval. Corpus analysis does not mutate source Threads; only approved writebacks change instructions or memory.
From mmurakaru/cueloop, Apache-2.0.
More from mmurakaru/cueloop
- 0.626score
annotate
mmurakaru
Read a cueloop plan or diff and comment on it as a review-side agent, without leaving the review.
SkillAFreshness: A★ 8Claude Code +9 - 0.626score
diff
mmurakaru
Submit working-tree changes to the cueloop changes panel.
SkillAFreshness: A★ 8Claude Code +9 - 0.626score
prototype
mmurakaru
Submit a component design proposal to cueloop for human review without blocking.
SkillAFreshness: A★ 8Claude Code +9 - 0.624score
review
mmurakaru
Review a GitHub pull request in cueloop, record agent findings on the diff, and refine them with the user before any explicit GitHub post.
SkillAFreshness: A★ 8Claude Code +9 - 0.622score
reply
mmurakaru
Submit the previous reply to a cueloop Thread for human review.
SkillAFreshness: A★ 8Claude Code +9 - 0.622score
plan
mmurakaru
Submit a Markdown plan to a cueloop Thread for human review.
SkillAFreshness: A★ 8Claude Code +9 - 0.620score
cueloop
mmurakaru
Review coding-agent plans, replies, diffs, prototypes, or pull requests in a terminal Thread and return human comments as a Message.
SkillAFreshness: A★ 8Claude Code +9 - 0.616score
pair
mmurakaru
Start a live cueloop pairing session where you work through the user's code comments.
SkillAFreshness: A★ 8Claude Code +9 - 0.602score
code-review
mmurakaru
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding…
SkillAFreshness: A★ 8Claude Code +9
Signals
- Stars
- 8
- Forks
- 0
- Open issues
- 16
- Last commit (this folder)
- Sep 21, 2026 (1 month ago)
- Last release
- Oct 20, 2026 (9 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/mmurakaru/cueloop
- Website
- www.cueloop.dev
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from mmurakaru
- 0.626score
annotate
mmurakaru
Read a cueloop plan or diff and comment on it as a review-side agent, without leaving the review.
SkillAFreshness: A★ 8Claude Code +9 - 0.626score
diff
mmurakaru
Submit working-tree changes to the cueloop changes panel.
SkillAFreshness: A★ 8Claude Code +9 - 0.626score
prototype
mmurakaru
Submit a component design proposal to cueloop for human review without blocking.
SkillAFreshness: A★ 8Claude Code +9 - 0.624score
review
mmurakaru
Review a GitHub pull request in cueloop, record agent findings on the diff, and refine them with the user before any explicit GitHub post.
SkillAFreshness: A★ 8Claude Code +9 - 0.622score
reply
mmurakaru
Submit the previous reply to a cueloop Thread for human review.
SkillAFreshness: A★ 8Claude Code +9 - 0.622score
plan
mmurakaru
Submit a Markdown plan to a cueloop Thread for human review.
SkillAFreshness: A★ 8Claude Code +9
Cite this page
refine skill. Agent Mart. https://agentmart.dev/skills/mmurakaru-refine (last updated 2026-10-24)