Updated 1d ago
by boshu2
agentops
DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it.
453 GitHub stars (453)
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- 30 skills (30 skills found in its SKILL.md files)
- 43 forks (43 forks)
- 1d ago last update (Last updated 1d ago)
Install
Skills CLI
npx skills add boshu2/agentops
Asks which skills and agents to install. Just one: npx skills add boshu2/agentops --skill agent-native — add -g for every project.
Claude Code
git clone https://github.com/boshu2/agentopscp -r "agentops/skills/agent-native" ~/.claude/skills/
Copies the agent-native skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add boshu2/agentops
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md — showing the first 30 of 70 files.
-
agent-native
Dispatch independent tasks to parallel workers or subagents without write collisions. Use when: running or planning agents in parallel, even two; check scopes before any launch.
skills/agent-native/ on GitHub (opens in a new tab)SKILL.md -
agy-native
Run a supplied task in headless AGY (Antigravity, Gemini) and collect its result. Use when: AGY, Antigravity or Gemini is requested by name; never a fallback.
skills/agy-native/ on GitHub (opens in a new tab)SKILL.md -
architecture
Compare interface designs and find structural friction. Use when: a change spreads across modules or a boundary is unclear. For code changes, use Refactor.
skills/architecture/ on GitHub (opens in a new tab)SKILL.md -
claude-exec
Run one prompt through headless Claude with scoped permissions and a time bound. Use when: scripting or automating a `claude -p` call, even a simple one.
skills/claude-exec/ on GitHub (opens in a new tab)SKILL.md -
codex-exec
Run one prompt through headless Codex and capture the result. Use when: wanting a one-shot `codex exec` run or CI step. Not for batches or retries.
skills/codex-exec/ on GitHub (opens in a new tab)SKILL.md -
council
Compare independent opinions from several models or contexts without inflating agreement. Use when: wanting a second opinion or debate, or summarizing several reviewers' results.
skills/council/ on GitHub (opens in a new tab)SKILL.md -
craft-goal
Draft or lint a bounded long-running goal prompt with a finish line and hard limits. Use when: asked to craft or lint a goal (a /goal prompt); one change goes to Plan.
skills/craft-goal/ on GitHub (opens in a new tab)SKILL.md -
doc
Write source-checked docs, READMEs, change descriptions and handoffs. Use when: documenting a change, leaving or resuming a handoff, or drafting a questionnaire for someone else.
skills/doc/ on GitHub (opens in a new tab)SKILL.md -
domain
Settle what domain terms mean per context, and which repository conventions or language standards (Go, Python) apply. Use when: names disagree or a rename is proposed.
skills/domain/ on GitHub (opens in a new tab)SKILL.md -
ergonomics
Audit CLI, API, MCP or SDK discovery, first use and error recovery. Use when: designing an agent-facing tool or investigating misuse, including one command.
skills/ergonomics/ on GitHub (opens in a new tab)SKILL.md -
idea-genie
Brainstorm evidence-backed options for what to build, or stress-test an idea. Use when: deciding what to build next, comparing options or testing an idea.
skills/idea-genie/ on GitHub (opens in a new tab)SKILL.md -
implement
Change or repair code, config or services without weakening tests; report what ran and what did not. Use when: implementing a change or fixing a defect.
skills/implement/ on GitHub (opens in a new tab)SKILL.md -
interview
Interview you one question at a time, each choice with a recommendation, to settle a big outcome before agents work alone. Use when: asked to interview you about a goal or plan.
skills/interview/ on GitHub (opens in a new tab)SKILL.md -
memory
Find or curate supported lessons and agent rules. Use when: asked to remember, trace a corrected claim, audit instructions or write an agent rule.
skills/memory/ on GitHub (opens in a new tab)SKILL.md -
navigate
Pick the next work in an epic or bead graph; closed is not proven. Use when: asked what is next or whether an epic is done.
skills/navigate/ on GitHub (opens in a new tab)SKILL.md -
orchestrate
Coordinate several workers: what idle agents do next, which finished work gets checked first, how to recover a dead one. Use when: managing multiple agents.
skills/orchestrate/ on GitHub (opens in a new tab)SKILL.md -
plan
Shape a request into one end-to-end slice with observable behavior; review write scope and reversible decisions. Use when: planning, breaking down or scoping a change.
skills/plan/ on GitHub (opens in a new tab)SKILL.md -
postmortem
Explain why a change, incident or session went as it did, separating proven causes from coincidence. Use when: asked for a postmortem, retro or root-cause write-up.
skills/postmortem/ on GitHub (opens in a new tab)SKILL.md -
premortem
Find how a rollout plan could fail before committing to it. Use when: asked what could go wrong or to poke holes in a plan.
skills/premortem/ on GitHub (opens in a new tab)SKILL.md -
refactor
Restructure or clean up code with no behavior change, proved by before-and-after checks. Use when: asked to clean up, extract, dedupe or simplify, even one function.
skills/refactor/ on GitHub (opens in a new tab)SKILL.md -
research
Answer one cited question on code, history, claims or patterns. Use when: asked how it works, why it changed, if a claim or done/shipped report holds, or a pattern warrants a rule.
skills/research/ on GitHub (opens in a new tab)SKILL.md -
reverse-engineer
Tear down a competitor's repo or product into a feature inventory and adoption choices. Use when: comparing us to another tool or asking what to steal.
skills/reverse-engineer/ on GitHub (opens in a new tab)SKILL.md -
review
Give advisory feedback on a plan, design or code change. Use when: asked for an opinion or a look-over, even informally. Not for acceptance; use Validate.
skills/review/ on GitHub (opens in a new tab)SKILL.md -
rpi
Drive one accepted change through implementation and checks to done, with one fresh review only where a mistake is costly. Use when: asked to run or orchestrate work through RPI.
skills/rpi/ on GitHub (opens in a new tab)SKILL.md -
security
Review code for security problems; scan for vulnerabilities, secrets, dependency and prompt risks. Use when: asked whether code is safe to ship, even one small handler.
skills/security/ on GitHub (opens in a new tab)SKILL.md -
skill-builder
Create, repair, audit or consolidate agent skills (SKILL.md packages). Use when: writing or fixing a skill, its description or structure. Not for one-off lessons; use Memory.
skills/skill-builder/ on GitHub (opens in a new tab)SKILL.md -
skill-eval
Measure whether a skill helps by comparing runs with and without it. Use when: reading skill A/B results or deciding to keep, revise or remove one.
skills/skill-eval/ on GitHub (opens in a new tab)SKILL.md -
test
Write or assess tests that prove behavior and would fail without the fix. Use when: writing tests, TDD, or asked whether a green test is enough.
skills/test/ on GitHub (opens in a new tab)SKILL.md -
triage
Turn incoming reports, external PRs and alerts into evidence-based decisions and agent-ready briefs. Use when: intake arrives. For accepted work, use Plan.
skills/triage/ on GitHub (opens in a new tab)SKILL.md -
using-gc
Operate Gas City through its own doors: Mayor, doctor and native run state. Use when: Gas City is selected or a gc run looks stuck.
skills/using-gc/ on GitHub (opens in a new tab)SKILL.md
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.