Agent skill

Ops Next

by davepoon in davepoon/buildwithclaude

Business-level "what should I do next". An agent skill from davepoon/buildwithclaude.

MITAuto-check: notes

Install Ops Next

skills CLI
$ npx skills add davepoon/buildwithclaude --skill ops-next -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install davepoon/buildwithclaude ops-next --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/claude-ops/skills/ops-next .claude/skills/ops-next && rm -rf skills-src

Use ~/.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/

Facts

Skill name
ops-next
GitHub stars
3.6k
Token cost
~1.4k tokens
SKILL.md length
399 words
Files
1
Skills in repo
246
Repo updated
First seen
Licence
MIT

At a glance

Business-level "what should I do next". An agent skill from davepoon/buildwithclaude.

  • Works in 3 steps: Preferences: cat… → Daemon health: cat… → Ops memories: Check…
  • SKILL.md covers Runtime Context, CLI/API Reference, Agent Teams support and Pre-gathered data, plus 3 more sections
  • Calls gh and jq

What it does

Ops Next is an agent skill from davepoon/buildwithclaude. Business-level "what should I do next". Priority stack — fires unread comms ready-to-merge PRs Linear sprint revenue-generating GSD work. Uses pre-gathered data and routes to the right skill.

Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw. The licence is MIT.

Example prompts

  • “what should I do next”
  • “/ops-next”

Requirements

  • Pre-approved tools (allowed-tools): Bash, Read, Grep, Glob, Skill, Agent, TeamCreate, SendMessage, AskUserQuestion, TaskCreate, TaskUpdate, WebFetch, mcp__linear__list_issues, mcp__claude_ai_Slack__slack_search_public_and_private

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Preferences: cat ${CLAUDE_PLUGIN_DATA_DIR:-$HOME/.claude/plugins/data/ops-ops-marketplace}/preferences.json — read owner, primary_project…
  2. Daemon health: cat ${CLAUDE_PLUGIN_DATA_DIR}/daemon-health.json — flag any action_needed as priority
  3. Ops memories: Check ${CLAUDE_PLUGIN_DATA_DIR}/memories/topics_active.md for ongoing work context

What it can do on your machine

Read from SKILL.md and the folder at commit 10bfc43. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read
    • Grep
    • Glob
    • Skill
    • Agent
    • TeamCreate
    • SendMessage
    • AskUserQuestion
    • TaskCreate

    …and 4 more on the same allowed-tools line.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • gh
    • jq

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    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.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ops Next loads about 1.4k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 399 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~52
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read, Grep, Glob, Skill, Agent, TeamCreate, SendMessage, AskUserQuestion, TaskCreate, TaskUpda

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.

SKILL.md

The full file from davepoon/buildwithclaude at commit 10bfc43, republished under its MIT licence (© davepoon). 399 words, ~1,428 tokens.

Download SKILL.mdSave it as .claude/skills/ops-next/SKILL.md (or your agent's skills folder).
name
ops-next
description
Business-level "what should I do next". Priority stack — fires > unread comms > ready-to-merge PRs > Linear sprint > revenue-generating GSD work. Uses pre-gathered data and routes to the right skill.
allowed-tools
Bash, Read, Grep, Glob, Skill, Agent, TeamCreate, SendMessage, AskUserQuestion, TaskCreate, TaskUpdate, WebFetch, mcp__linear__list_issues, mcp__claude_ai_Slack__slack_search_public_and_private
argument-hint
[context]
effort
low
maxTurns
15

Runtime Context

Before advising, load:

  1. Preferences: cat ${CLAUDE_PLUGIN_DATA_DIR:-$HOME/.claude/plugins/data/ops-ops-marketplace}/preferences.json — read owner, primary_project, default_channels
  2. Daemon health: cat ${CLAUDE_PLUGIN_DATA_DIR}/daemon-health.json — flag any action_needed as priority
  3. Ops memories: Check ${CLAUDE_PLUGIN_DATA_DIR}/memories/topics_active.md for ongoing work context

OPS ► NEXT ACTION

CLI/API Reference

gh CLI (GitHub)
CommandUsageOutput
gh pr list --state open --json number,title,statusCheckRollup,reviewDecisionOpen PRs with CI/review statusJSON array

Agent Teams support

If CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1 is set, use Agent Teams when gathering priority data in parallel. This enables:

  • Agents share context and can coordinate mid-flight
  • You can steer priorities in real-time
  • Agents report progress as they complete

Team setup (only when flag is enabled):

TeamCreate("next-team")
Agent(team_name="next-team", name="fires-checker", prompt="Check infra health and CI for production fires")
Agent(team_name="next-team", name="comms-checker", prompt="Check unread messages across all channels")
Agent(team_name="next-team", name="prs-checker", prompt="Find PRs ready to merge — CI green, reviews approved")
Agent(team_name="next-team", name="sprint-checker", prompt="Check Linear sprint for highest-priority in-progress issues")

If the flag is NOT set, use standard fire-and-forget subagents.

Pre-gathered data

Infrastructure & fires
${CLAUDE_PLUGIN_ROOT}/bin/ops-infra 2>/dev/null || echo '{"clusters":[]}'
Git & PRs
${CLAUDE_PLUGIN_ROOT}/bin/ops-prs 2>/dev/null || echo '[]'
CI status
${CLAUDE_PLUGIN_ROOT}/bin/ops-ci 2>/dev/null || echo '[]'
Unread messages
${CLAUDE_PLUGIN_ROOT}/bin/ops-unread 2>/dev/null || echo '{}'
GSD active phases
for d in $(jq -r '.projects[] | select(.gsd == true) | .paths[]' "${CLAUDE_PLUGIN_ROOT}/scripts/registry.json" 2>/dev/null); do
  expanded="${d/#\~/$HOME}"
  if [ -f "$expanded/.planning/STATE.md" ]; then
    alias=$(basename "$expanded")
    cat "$expanded/.planning/STATE.md" 2>/dev/null | head -30
    echo "---NEXT---"
  fi
done

Your task

Apply the priority stack to all pre-gathered data:

Priority 1 — FIRES

Check infra data for: unhealthy ECS tasks, stopped services, failed deployments. Check CI for: broken main or dev branches. If any fires exist → recommend /ops-fires immediately.

Priority 2 — URGENT COMMS

Check unread counts. If WhatsApp or email has unread messages from humans (not automated):

  • Estimate urgency from sender/preview if available
  • If urgent comms → recommend /ops-inbox [channel]
Priority 3 — READY-TO-MERGE PRs

Check PRs for: CI green + no unresolved review comments + not draft. If any ready → recommend reviewing that PR now. Check: gh pr list --state open --json number,title,statusCheckRollup,reviewDecision 2>/dev/null

Show full SKILL.md (174 more words)Show less
Priority 4 — LINEAR SPRINT

Fetch current sprint issues: use mcp__linear__list_issues filtered to current cycle (use Linear GraphQL fallback for cycle queries if needed). Find highest-priority issue that is in progress or unstarted.

Priority 5 — GSD WORK

From GSD state, find the highest revenue-impact active phase across all projects. Revenue weighting: read revenue.stage and priority from scripts/registry.json — projects with lower priority numbers (higher priority) and revenue stage of growth or active outrank pre-launch or development. Within the same tier, prioritize closest-to-done phases.


Output format

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
 OPS ► NEXT ACTION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

 TOP PRIORITY: [fires|comms|PR|sprint|gsd]
 ▶ [specific action in one sentence]

 WHY: [1-2 sentence rationale]

──────────────────────────────────────────────────────
 Full priority stack:
 1. [action] — [why] → [/skill or command]
 2. [action] — [why] → [/skill or command]
 3. [action] — [why] → [/skill or command]
 4. [action] — [why] → [/skill or command]
 5. [action] — [why] → [/skill or command]

──────────────────────────────────────────────────────
 a) Do #1 now
 b) Do #2 now
 c) Show me everything (/ops-go)
 d) I'll decide — just show the briefing

 → Pick or describe what you want
──────────────────────────────────────────────────────

Use AskUserQuestion. When user selects an option, invoke the corresponding skill directly — don't describe it, do it.

If $ARGUMENTS contains context (e.g., "focus on <project-alias>"), constrain the analysis to that context.


Native tool usage

Tasks — action tracking

After the user selects an action, use TaskCreate to track it. When routing to the corresponding skill, the task persists as a reminder of what the user chose to focus on.

WebFetch — enrichment fallback

When pre-gathered data is stale or incomplete, use WebFetch to pull fresh data from APIs (Linear GraphQL, Sentry, GitHub) directly.

© davepoon, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in plugins/claude-ops/skills/ops-next of davepoon/buildwithclaude.

Open the folder on GitHubat commit 10bfc43

Compare with similar skills

Ops Next 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.

Ops Next compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ops Next this skilldavepoon/buildwithclaude3.6k—~1.4kAutomated safety check: NotesMIT
Knowledge Opsaffaan-m/ECC274k2 repos~1.7kAutomated safety check: PassMIT
Research Opsaffaan-m/ECC274k2 repos~902Automated safety check: PassMIT
Terminal Opsaffaan-m/ECC274k2 repos~750Automated safety check: PassMIT
Messages Opsaffaan-m/ECC274k1 repos~724Automated safety check: PassMIT
Email Opsaffaan-m/ECC274k1 repos~1.1kAutomated safety check: PassMIT

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Questions about Ops Next

What does Ops Next do?

Business-level "what should I do next". An agent skill from davepoon/buildwithclaude. Ops Next is an agent skill from davepoon/buildwithclaude. Business-level "what should I do next".

How do I install Ops Next in Claude Code?

Run `npx skills add davepoon/buildwithclaude --skill ops-next -a claude-code`. Or copy the skill folder (plugins/claude-ops/skills/ops-next in davepoon/buildwithclaude) into .claude/skills/ops-next in your project. Claude Code loads it when a task matches its description.

How do I install Ops Next in Codex?

Run `npx skills add davepoon/buildwithclaude --skill ops-next -a codex`. Or copy the skill folder (plugins/claude-ops/skills/ops-next in davepoon/buildwithclaude) into .agents/skills/ops-next in your project. Codex loads it when a task matches its description.

Can I use Ops Next in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add davepoon/buildwithclaude --skill ops-next -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ops-next, .gemini/skills/ops-next, .github/skills/ops-next and .opencode/skills/ops-next in your project.

What does Ops Next need to run?

Going by SKILL.md and its folder, Ops Next needs the command-line tools its instructions call (gh and jq). Its frontmatter pre-approves these tools: Bash, Read, Grep, Glob, Skill, Agent, TeamCreate, SendMessage, AskUserQuestion, TaskCreate, TaskUpdate, WebFetch, mcp__linear__list_issues, mcp__claude_ai_Slack__slack_search_public_and_private.

Does Ops Next access the network?

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.

Is Ops Next safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Ops Next use?

Ops Next is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ops Next use?

About 1.4k tokens (SKILL.md is roughly 5.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ops Next?

Skills that share tags, products or a category with Ops Next: Knowledge Ops (affaan-m/ECC, 274k stars), Research Ops (affaan-m/ECC, 274k stars), Terminal Ops (affaan-m/ECC, 274k stars) and Messages Ops (affaan-m/ECC, 274k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ops Next?

davepoon (a GitHub user) maintains it in davepoon/buildwithclaude, which has 3,601 GitHub stars. The repository holds 246 skills in this directory. The repository was last updated on October 6, 2026.

Source: davepoon/buildwithclaude on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.