
GitNexus Pipeline Orchestrator
FreeStreamline your GitNexus tasks from planning to review.
Free · Opens the source repo
What GitNexus Pipeline Orchestrator does
The GitNexus Pipeline Orchestrator skill provides a structured way to run the GitNexus engineering pipeline end-to-end. It orchestrates three existing skills: gitnexus-plan, gitnexus-work, and gitnexus-review, allowing users to manage their tasks efficiently. By invoking these skills in sequence, users can ensure that their engineering tasks are planned, executed, and reviewed systematically.
When a user initiates a task with this skill, it first assesses whether the task requires a planning phase. If the task is deemed trivial or small enough to complete directly, the skill will recommend using gitnexus-work instead. For more complex tasks, it will invoke gitnexus-plan, allowing the user to specify the depth of the planning process. The resulting plan is stored for later use in the pipeline, ensuring that all subsequent actions are based on a well-defined strategy.
After planning, the skill presents a gate for user approval before proceeding to the work phase. This checkpoint is crucial for managing resources effectively, as it prevents unnecessary execution of tasks that may not align with user expectations. Once the user decides to proceed, the skill invokes gitnexus-work, which executes the plan and verifies the implementation through atomic commits. Finally, the skill concludes with gitnexus-review, summarizing the outcomes and findings of the task, including any unresolved issues that may require further attention.
This skill is ideal for developers and teams using GitNexus who want to maintain a disciplined approach to task management. It provides a clear workflow that enhances accountability and clarity throughout the engineering process, ensuring that all tasks are completed to specification and reviewed thoroughly.
When to use it
Use this skill when you need to manage a GitNexus engineering task that requires thorough planning, execution, and review.
When not to use it
This skill may not be suitable for very simple tasks that can be completed quickly, as it adds overhead with planning and review stages.
What you can build with it
Adding Features to the Ingestion Pipeline
Use the orchestrator to plan, execute, and review the addition of new features like retry support in your ingestion pipeline.
Implementing Bug Fixes
Run the pipeline to systematically address and review bug fixes within your codebase, ensuring thorough documentation and execution.
Refactoring Code
Leverage the skill to plan and review code refactoring efforts, maintaining a clear record of changes and their implications.
How to install GitNexus Pipeline Orchestrator
View source1. Install with the skills CLI
npx skills add abhigyanpatwari/gitnexus/gitnexus-lfg --agent claude-code2. Or install it manually
Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.
Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs
Inside SKILL.md
Written by abhigyanpatwarigitnexus-lfg — plan → gate → work → review
Thin orchestrator over three existing skills. It adds no engineering logic of
its own — it sequences gitnexus-plan, gitnexus-work, and
gitnexus-review, with the user deciding at the plan gate. Run every lane
by actually invoking the named skill (read its SKILL.md and follow it);
never inline a summary of what the skill would have done.
/gitnexus-lfg <task description>
/gitnexus-lfg docs/plans/<existing-plan>.md # skip lane 1, start at the gate
Lane 1 — Plan
Boundary triage first. If the task is plainly below the planning
boundary — trivial or small-bounded work an agent finishes in well under ~35
turns (the measured regime where a planning pass costs more than it returns;
measured in the GitNexus repository's eval/workflow_bench/) — say so and
offer gitnexus-work direct mode as an alternative to the full pipeline
before spending the plan lane. Honor the user's choice.
The threshold is a promoted benchmark policy measured offline, not a timeless heuristic — never self-edit it from a live task. Its re-evaluation governance lives in this skill's README.
Otherwise invoke gitnexus-plan with the task (knob overrides pass through
verbatim; gitnexus-plan owns the up-front depth question — never ask it
again here). If the input is already a plan file path, skip to Lane 2. The
plan lands in docs/plans/ — record its path; every later lane consumes it.
Lane 2 — The plan gate (user choice, blocking)
Present the plan's chat summary (objective, proposed changes, sequence, top
risks, open questions, plan path), then ask the user — as a blocking
question (AskUserQuestion in Claude Code; a numbered list in chat on CLIs
without a blocking tool):
- Proceed to work — continue to Lane 3.
- Stop here — the plan file is the deliverable; end the pipeline.
Depth was the user's up-front choice in Lane 1, so deepening is not offered
by default — but honor an explicit request for it at the gate: run
gitnexus-plan Deepen mode on the plan file and return here with the
strengthened plan, as many times as the user asks. Do not proceed past the
gate without an explicit choice — the gate is the pipeline's only checkpoint
and exists precisely because execution is expensive to unwind.
Headless / non-interactive runs: no one can answer the gate, so end the pipeline after Lane 1 — the plan file is the deliverable (gate option 2) — and say so in the final report. Never auto-proceed to execution.
Lane 3 — Work
Invoke gitnexus-work with the plan path. It re-anchors the plan at HEAD,
executes the Implementation Sequence as verified atomic commits, refreshes
the knowledge graph when done (its Phase 4), and reports deviations. If it routes back for re-planning (structural drift), run the
Deepen pass and return to the Lane 2 gate rather than pushing through.
Lane 4 — Review
Invoke gitnexus-review on the completed work. Pass an open PR URL/number
when one exists; otherwise pass the current branch. The review skill owns
target resolution, exact-SHA checkout/index alignment, and merge-base
selection. Do not duplicate that logic here. If work left local changes,
pass local as a second, separately labeled review surface.
Surface the review verdict and findings to the user. Findings the user
wants fixed: those within gitnexus-work's direct-mode bounds (1–2 files,
no architectural decisions) → hand to gitnexus-work direct mode; anything
larger → offer the plan gate instead (Deepen the plan with the findings, or
stop). Then re-run this lane's review once. On that re-run, do not start
another fix cycle even if findings remain — report them and point the user
at /gitnexus-work (or the plan gate) to continue deliberately.
Final report
One message: plan path, deepen cycles run, commits produced, verification status, review verdict with unresolved findings, and what (if anything) was explicitly left undone. The pipeline does not push or open a PR on its own — offer both as next steps.
Frequently asked questions about GitNexus Pipeline Orchestrator
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