annotate
Read a cueloop plan or diff and comment on it as a review-side agent, without leaving the review.
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-annotate
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
Use cases: agent-building
Reviews
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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/annotate
What's inside
- Skill name
annotate- Description
- Read a cueloop plan or diff and comment on it as a review-side agent, without leaving the review. Use when you are helping a collaborator poke holes in a plan under review - you annotate on their behalf; you never rewrite the plan or cast the message.
- License
- Apache-2.0
- Instructions
- 58 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# cueloop annotate
The agent side of the review write-surface. You read the artifact under review
and attach span-anchored comments through the same annotation API a human uses.
Your comments are attributed to the collaborator who launched you and show up in
their rail exactly as if they had typed them.
## Rights boundary
You may **read** and **comment** only. You may not rewrite the plan
(`submit-revision` is the driving agent's alone), send the Message (`resolve` is
the human's alone), or cut / edit / share (owner-only). The plan stays
single-writer: you annotate, the human curates, the message carries it back.
Pass `--role agent` on every command below. The daemon then caps this connection
to read + annotate and rejects any escalation - the boundary is enforced, not
just documented.
## Steps
1. Read the artifact and its existing annotations:
```bash
cueloop session get <id> --role agent
```
2. See the shared quick-action vocabulary for this session (the same presets the
human picks); `--session` reads the reviewed session's own repo:
```bash
cueloop actions list --session <id> --role agent
```
3. Comment on a span. **Anchor contract: `--quote` is the exact text from the
artifact you are commenting on** - copy it verbatim, not a paraphrase or a
line number. Add `--prefix`/`--suffix` (a few surrounding characters) when the
quote is not unique. Attribute every comment to the acting collaborator with
`--author` (and `--author-name` on the first comment so the rail shows a name):
```bash
cueloop session annotate <id> --role agent \
--author <collaborator-id> --author-name "<display name>" \
--quote "<exact span from the plan>" \
--body "<your comment>"
```
To use a quick action instead of a free-form body, reference it by index or
name from `actions list`:
```bash
cueloop session annotate <id> --role agent \
--author <collaborator-id> --quote "<exact span>" --action "Out of scope"
```
4. Type a comment with `--kind` for a typed annotation (`security`, `perf`, a
tool id); the default kind is `comment`.From mmurakaru/cueloop, Apache-2.0.
More from mmurakaru/cueloop
- 0.626score
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Submit working-tree changes to the cueloop changes panel.
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Submit a component design proposal to cueloop for human review without blocking.
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refine
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Analyze past cueloop Threads and propose recurring feedback writebacks through a plan Thread.
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review
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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
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Submit a Markdown plan to a cueloop Thread for human review.
SkillAFreshness: A★ 8Claude Code +9 - 0.620score
cueloop
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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
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Start a live cueloop pairing session where you work through the user's code comments.
SkillAFreshness: A★ 8Claude Code +9 - 0.602score
code-review
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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
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 - 0.626score
refine
mmurakaru
Analyze past cueloop Threads and propose recurring feedback writebacks through a plan Thread.
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
annotate skill. Agent Mart. https://agentmart.dev/skills/mmurakaru-annotate (last updated 2026-10-24)