Mechanical 1-2-file edit worker. Bumps a vendor pin, adds/removes a label, regenerates a CI matrix, fixes a single typo, wires a new doc into a TOC, or renames a symbol with bounded callers. No design, no abstractions, no test authoring beyond a smoke test. Frequently nested as a child by other agents to offload mechanical work.
Implementation role for one type:plan leaf (or a Maintenance / Integration / Bug leaf). Branches from main in an isolated worktree, implements the declared scope, adds the named Rust tests, opens a PR. Drives review-response cycles on its own PR via /review-respond.
Design role for one design spike. Re-derives aggregates, public interfaces, persistence schemas, hot-reload contracts, class structure, test cases. Authors spec sections under specs/<ctx>/SPEC.md and ADRs under specs/decisions/*.md. Owns its PR end-to-end via /review-respond.
Planning role for one breakdown / planning / testing spike. Decomposes filled specs into testable user-stories, leaf plans, and E2E .glibre-trace files. Authors TDD test lists, combines capability primitives into plan bodies, sets the Definition of Done. Owns its PR end-to-end via /review-respond.
Product role for one body of work. Elicits requirements, defines features and scope, prioritizes the backlog. Authors initiatives, epics, sub-epics, user-stories with personas, acceptance criteria, and phase/points labels. Writes spec stubs (§1 Purpose, §2 Ubiquitous Language, §11 Acceptance) when no design exists yet. Does not write implementation code or ADR design body.
Generalized review-respond loop for any artifact — code PR, design PR, plan issue, doc PR. Loops `review` → original-author re-dispatch on the same artifact until the reviewer verdict is APPROVE, or until the loop escalates to an `[SPIKE] iterate-*` issue. Replaces /review-loop. Author bucket adapts to artifact type. CI gate fires only for code-pr.
Effort/model modifier — boosts the next agent dispatch (or current reasoning turn) to opus + xhigh + extended-thinking. Use when reasoning depth is the blocker — a hard root-cause question, a recurring blocker, an ambiguous spec point, a refutation pass before pushing back on review, a "should I split this scope" judgement call. Pins the ranked-hypothesis output contract. Callable from chat or from inside any role agent.
This skill should be used when the user asks to "advance the plan", "pick up unblocked items", "what should I work on", "do the next thing", "execute the next leaf", or any variation of "make progress on the backlog". Picks ONE unblocked leaf issue, dispatches a single foreground role agent (product / design / plan / code / test / review / chore), blocks until done. Caller-decides parallelism — invoke /work multiple times in one chat turn for parallel leaves; each /work itself stays single-leaf.
Uses power tools
Uses Bash, Write, or Edit tools
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Claude Code plugin shipping the glibre workflow: seven role-based agents and three workflow skills for issue-driven, spec-first Rust development on GitHub.
Provides:
chore, code, design, plan, product, review, testthink, work, review-respondIn Claude Code:
/plugin marketplace add cjhowe-us/workflow-plugin
/plugin install workflow-plugin@workflow-plugin
The first command registers this repo as a single-plugin marketplace; the second installs the plugin from it.
| Agent | Model | Purpose |
|---|---|---|
chore | haiku | Mechanical 1-2 file edit worker (bumps, renames, typos, label tweaks). |
code | sonnet | Implementation role for one type:plan leaf — branches, codes, tests, opens PR. |
design | opus | Authors / updates specs/<ctx>/SPEC.md and ADRs under specs/decisions/. |
plan | opus | Decomposes specs into user-stories, leaf plans, and E2E .glibre-trace files. |
product | opus | Owns [INITIATIVE] / [EPIC] framing — outcomes, success metrics, scope. |
review | opus | Reviewer role on someone else's PR. Posts inline comments, sets approve/changes. |
test | sonnet | TDD test author — drafts the failing tests the code role then makes pass. |
| Skill | Purpose |
|---|---|
think | Structured reasoning skill for hard problems (decompose → analyze → synthesize). |
work | Author-side work loop driver — picks the next leaf, runs the role, lands the PR. |
review-respond | Author-respond cycle on your own PR — triage comments, fix, push, request re-review. |
These agents assume:
[INITIATIVE], [EPIC], [STORY], [PLAN], [SPIKE].specs/<ctx>/SPEC.md and specs/decisions/*.md.cargo build|test|clippy|fmt.Adapt the agent prompts if your project uses a different substrate.
Apache-2.0
npx claudepluginhub cjhowe-us/workflow-plugin --plugin workflow-pluginPython toolchain plugin: ruff + mypy PostToolUse hooks, pytest-related runner, missing-test detector, uv lockfile sync, and a unified Python skill alongside per-tool skills (ruff, mypy, uv, pypi, pytest) for fine-grained enablement.
Core artifact primitive for the cjhowe-us/artifact ecosystem. Three scheme kinds (vertex, edge, metadata), Pydantic-defined schemes, generic storages (file, user-config, session-memory, os-notifications), jinja2 templating via .jinja.<ext>, graph-as-artifacts. Python 3.11+; depends on nothing. Every other plugin in the ecosystem depends on this.
Markdown linting and formatting via rumdl: LSP server for live diagnostics, PostToolUse hook that runs `rumdl fmt` after every Markdown edit, and the Markdown coding-standard skill.
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AI-powered development tools for code review, research, design, and workflow automation.