Chalk Labs
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Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
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-diff
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
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/diff
What's inside
- Skill name
diff- Description
- Submit working-tree changes to the cueloop changes panel. Use when the user asks to review your code changes or before committing substantial agent-authored changes.
- License
- Apache-2.0
- Instructions
- 22 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# cueloop diff Capture the working-tree patch, including untracked files, through the harness's cueloop `diff` workflow when available. Submit full changed-file contents so hunk curation stays applyable. Otherwise, write a complete patch to a file and run `cueloop session create --type diff --content-file <patch>`. When the patch matches cueloop's checkout capture, the CLI adds exact file snapshots for curation. Otherwise curation is unavailable. Give the user the returned Thread ID and collect the Message with `cueloop session wait <id> --timeout-ms 60000`, repeating while pending. File notes may explain intent in plain prose; they are context, not reviewer feedback. If changes are requested, fix each cited line and submit an updated diff for review with `cueloop session submit-revision <id> --content-file <patch>` on the CLI path. In a JJ checkout, capture the native change with `jj diff --git` and pass `--vcs jj` to the CLI create command. Keep the patch exactly as JJ emitted it; cueloop can then tie the review to JJ's change ID. In a Git checkout, keep the existing `git diff HEAD` and untracked-file capture.
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
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 - 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 26, 2026 (1 month ago)
- Last release
- Oct 20, 2026 (16 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
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
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
diff skill. Agent Mart. https://agentmart.dev/skills/mmurakaru-diff (last updated 2026-10-24)