Reviewing Pull Requests
Shopify/shopify-app-js
Reviews pull requests for Shopify/shopify-app-js with comprehensive analysis including semver compliance (MAJOR/MINOR/PATCH classification), single responsibility validation, pattern consistency…
Explain a GitHub issue, discussion, or feature request in plain language before deciding whether to build it.
$ npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install VasiHemanth/tokentelemetry issue-brief --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/VasiHemanth/tokentelemetry.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/issue-brief .claude/skills/issue-brief && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "issue-brief" agent skill from https://github.com/VasiHemanth/tokentelemetry/tree/main/.claude/skills/issue-brief into .claude/skills/issue-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-brief", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/VasiHemanth/tokentelemetry/tree/main/.claude/skills/issue-briefType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install VasiHemanth/tokentelemetry issue-brief --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VasiHemanth/tokentelemetry.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/issue-brief .agents/skills/issue-brief && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "issue-brief" agent skill from https://github.com/VasiHemanth/tokentelemetry/tree/main/.claude/skills/issue-brief into .agents/skills/issue-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-brief", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install VasiHemanth/tokentelemetry issue-brief --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VasiHemanth/tokentelemetry.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/issue-brief .cursor/skills/issue-brief && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "issue-brief" agent skill from https://github.com/VasiHemanth/tokentelemetry/tree/main/.claude/skills/issue-brief into .cursor/skills/issue-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-brief", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/VasiHemanth/tokentelemetry.git --path .claude/skills/issue-brief--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install VasiHemanth/tokentelemetry issue-brief --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VasiHemanth/tokentelemetry.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/issue-brief .gemini/skills/issue-brief && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "issue-brief" agent skill from https://github.com/VasiHemanth/tokentelemetry/tree/main/.claude/skills/issue-brief into .gemini/skills/issue-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-brief", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install VasiHemanth/tokentelemetry issue-briefInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/VasiHemanth/tokentelemetry.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/issue-brief .github/skills/issue-brief && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "issue-brief" agent skill from https://github.com/VasiHemanth/tokentelemetry/tree/main/.claude/skills/issue-brief into .github/skills/issue-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-brief", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install VasiHemanth/tokentelemetry issue-brief --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/VasiHemanth/tokentelemetry.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/issue-brief .opencode/skills/issue-brief && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "issue-brief" agent skill from https://github.com/VasiHemanth/tokentelemetry/tree/main/.claude/skills/issue-brief into .opencode/skills/issue-brief/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "issue-brief", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
issue-briefExplain a GitHub issue, discussion, or feature request in plain language before deciding whether to build it.
Issue Brief is an agent skill from VasiHemanth/tokentelemetry. Explain a GitHub issue, discussion, or feature request in plain language before deciding whether to build it. Covers what the reporter actually wants, a numbered walkthrough of the failure using real hostnames/ports/endpoints, how the code behaves today with file:line anchors, what implementing it would take, and the traps (security regressions, open PRs touching the same files, older issues with the same root cause). Use whenever a github.com issues/ or discussions/ link is pasted, or the user says check / look…
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Plain language and style rules, Root cause analysis and Pull requests. It works with GitHub and TypeScript. The repository describes itself as: Token telemetry dashboard for AI autonomous and coding agents — tracks tokens, sessions, tool calls & reasoning across Hermes agent, Claude Code, Antigravity CLI, Codex & more… The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 5eecfc4. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
ghFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Issue Brief loads about 1.5k tokens when it runs. Until then it costs about 223 tokens; SKILL.md has 741 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from VasiHemanth/tokentelemetry at commit 5eecfc4, republished under its MIT licence (© VasiHemanth). 741 words, ~1,513 tokens.
.claude/skills/issue-brief/SKILL.md (or your agent's skills folder).The output is an explanation, not a design doc and not a diff. Assume the reader has not read the reporter's post and does not have the file layout in their head. Lead with the plain meaning; the architecture comes fourth.
Issues:
gh issue view <number-or-url> --json number,title,state,author,createdAt,closedAt,labels,body,commentsDiscussions need GraphQL. There is no gh discussion command (verified on
gh 2.92), and gh issue view will not resolve a discussion number. Use:
gh api graphql -f query='
{ repository(owner:"VasiHemanth", name:"tokentelemetry") {
discussion(number: NNN) {
number title url category{name} author{login} createdAt body
comments(first:20){ nodes { author{login} body } }
} } }'Then, before writing anything:
PI_SESSIONS_DIR and test_pi_scan.py already sitting on main.gh issue list --search). Issues 198 and 96 were the same two-port problem
reported twice, a year apart, by different people.gh pr list). They set
the landing order.file.py:line anchors so the claim can be checked.Steps 3 and 4 collapse to a sentence each when the issue is simple. Steps 1, 2 and 6 are never skipped.
file:line
and let the reader open it.Answer as con → mitigation pairs, grouped by how much they matter, and say plainly which group each falls in:
Every con gets a mitigation or it isn't finished. A con with no mitigation is a blocker by definition.
What they want. Jiaocz runs TokenTelemetry behind Pangolin, a reverse proxy that maps a domain to one port. They want the API reachable through the web port so one domain is enough. Same root cause as issue 96 (SSH tunnel with only 3000 forwarded).
What breaks. TokenTelemetry runs two servers: 3000 serves the page, 8000 serves the data.
- You open
tt.mydomain.com. The dashboard loads, layout fine.- The page fetches
tt.mydomain.com:8000for sessions.- Nothing is there. The proxy only published 3000.
- Empty shell. Blank charts, zero sessions.
Today.
frontend/src/lib/api.tsbuildsAPI_BASEfromwindow.location.hostnameplusNEXT_PUBLIC_API_PORT. Everything funnels throughapiFetch, no SSE, no WebSockets, one binary endpoint.The trap.
RemoteAuthMiddleware(backend/main.py:228) exempts loopback. Proxy everything through Next and every request arrives from 127.0.0.1, so the token gate is bypassed for the whole internet and/remote-access(main.py:5709) hands the token to any visitor who asks.
Note what the example does. The failure is walked before a single filename appears, and the security trap is stated consequence-first ("bypassed for the whole internet"), not as a description of middleware registration order.
/review covers those.© VasiHemanth, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/issue-brief of VasiHemanth/tokentelemetry.
Open the folder on GitHubat commit 5eecfc4
Issue Brief next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Issue Brief this skillVasiHemanth/tokentelemetry | 377 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Reviewing Pull RequestsShopify/shopify-app-js | 543 | — | ~1.9k | Automated safety check: Pass | MIT | |
| CodeScope Codebase Graph AnalysisQwenLM/qwen-code | 28k | 1 repos | ~9.3k | Automated safety check: Pass | Apache-2.0 | |
| Explain This PRVarnan-Tech/opendirectory | 674 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Code Reviewnteract/semiotic | 2.7k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Issue TracerZaxbyHub/opencode-swarm | 493 | — | ~4.4k | Automated safety check: Pass | MIT |
Shopify/shopify-app-js
Reviews pull requests for Shopify/shopify-app-js with comprehensive analysis including semver compliance (MAJOR/MINOR/PATCH classification), single responsibility validation, pattern consistency…
QwenLM/qwen-code
Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.
Varnan-Tech/opendirectory
Takes a GitHub PR URL or the current branch and writes a plain-English explanation of what it does and why, then posts it as a PR comment.
nteract/semiotic
Review Semiotic pull requests for behavioral bugs, regressions, contract drift, and missing evidence.
ZaxbyHub/opencode-swarm
Drives a bug report from validation and root-cause tracing through a critic-reviewed plan, an approved minimal fix and a PR-ready closure, never merging without recorded human approval.
lucasvieirasilva/nx-plugins
Generates a GitHub Pull Request description for this repository from the commits on the current branch, filling in .github/PULLREQUESTTEMPLATE.md (Current Behavior / Expected Behavior / Related…
VasiHemanth/tokentelemetry
Weekly multi-agent audit for serious bugs (data integrity, silent caps, staleness, timestamp math, trust boundaries).
Works with
Categories
Explain a GitHub issue, discussion, or feature request in plain language before deciding whether to build it. Issue Brief is an agent skill from VasiHemanth/tokentelemetry. Explain a GitHub issue, discussion, or feature request in plain language before deciding whether to build it.
Issue Brief fits situations like: A github.com issues/; discussions/ link is pasted; the user says check / look at / verify / assess / analyse this issue; what does this issue want.
Run `npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a claude-code`. Or copy the skill folder (.claude/skills/issue-brief in VasiHemanth/tokentelemetry) into .claude/skills/issue-brief in your project. Claude Code loads it when a task matches its description.
Run `npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a codex`. Or copy the skill folder (.claude/skills/issue-brief in VasiHemanth/tokentelemetry) into .agents/skills/issue-brief in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add VasiHemanth/tokentelemetry --skill issue-brief -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/issue-brief, .gemini/skills/issue-brief, .github/skills/issue-brief and .opencode/skills/issue-brief in your project.
Going by SKILL.md and its folder, Issue Brief needs the command-line tools its instructions call (gh).
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Issue Brief is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Issue Brief: Reviewing Pull Requests (Shopify/shopify-app-js, 543 stars), CodeScope Codebase Graph Analysis (QwenLM/qwen-code, 28k stars), Explain This PR (Varnan-Tech/opendirectory, 674 stars) and Code Review (nteract/semiotic, 2.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
VasiHemanth (a GitHub user) maintains it in VasiHemanth/tokentelemetry, which has 377 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 8, 2026.
Source: VasiHemanth/tokentelemetry on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.