
gitnexus-lfg
Use when the user wants the GitNexus engineering pipeline run end-to-end on a task: gitnexus-plan (plan depth chosen up front), a blocking gate to execute with gitnexus-work or stop, finishing with a gitnexus-review of the result. Examples: "/gitnexus-lfg Add retry support to the ingestion pipeline", "run the gitnexus pipeline on this", "plan, build and review this feature".
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/abhigyanpatwari/gitnexus --skill gitnexus-lfg- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads gitnexus-lfg automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
gitnexus-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.
FAQ
What does the gitnexus-lfg skill do?
Use when the user wants the GitNexus engineering pipeline run end-to-end on a task: gitnexus-plan (plan depth chosen up front), a blocking gate to execute with gitnexus-work or stop, finishing with a gitnexus-review of the result. Examples: "/gitnexus-lfg Add retry support to the ingestion pipeline", "run the gitnexus pipeline on this", "plan, build and review this feature".
How do I install gitnexus-lfg?
Run npx skills add https://github.com/abhigyanpatwari/gitnexus --skill gitnexus-lfg in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/gitnexus-lfg/ (personal) or .claude/skills/gitnexus-lfg/ (project).
Which AI agents can use gitnexus-lfg?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is gitnexus-lfg safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains gitnexus-lfg?
It is published by abhigyanpatwari in abhigyanpatwari/gitnexus. It has 162 recorded installs.
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Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?"
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