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longgraph

Use only when the user explicitly invokes /longgraph or names this skill. Routes and authors a durable longgraph run. Do not use unless named. Do not execute or resume generated runtime node files.

The English summary is being prepared. Showing the original description.

See how to install

Files included (64)

  • SKILL.md1.7 KB
  • .claude-plugin/marketplace.json481 B
  • .claude-plugin/plugin.json899 B
  • .github/ISSUE_TEMPLATE/bug_report.md555 B
  • .github/ISSUE_TEMPLATE/feature_request.md636 B
  • .github/PULL_REQUEST_TEMPLATE.md567 B
  • .github/workflows/grok-bot-issue-relay.yml1.2 KB
  • .github/workflows/grok-bot-pr-relay.yml1.1 KB
  • .gitignore165 B
  • AGENTS.md6.3 KB
  • assets/graph.png611.6 KB
  • CLAUDE.md199 B
  • CONTRIBUTING.md4.8 KB
  • docs/public-private-boundary.md5.8 KB
  • install.sh2.8 KB
  • lib/methodology.md21.1 KB
  • LICENSE1.0 KB
  • llms.txt2.8 KB
  • README.md15.1 KB
  • README.zh-CN.md14.5 KB
  • skills/loop-converge/preset.md8.3 KB
  • skills/loop-converge/README.md1.6 KB
  • skills/loop-converge/README.zh-CN.md1.6 KB
  • skills/loop-converge/SKILL.md1.8 KB
  • skills/loop-deliver/preset.md4.8 KB
  • skills/loop-deliver/README.md1.4 KB
  • skills/loop-deliver/README.zh-CN.md1.2 KB
  • skills/loop-deliver/SKILL.md1.9 KB
  • skills/loop-graph/docs/model.md7.8 KB
  • skills/loop-graph/docs/preset-contract.md2.8 KB
  • skills/loop-graph/examples/add-tests-to-cli/executor.md3.2 KB
  • skills/loop-graph/examples/add-tests-to-cli/ledger.md2.9 KB
  • skills/loop-graph/examples/add-tests-to-cli/README.md2.0 KB
  • skills/loop-graph/examples/migrate-blob-storage/archive/directives.md1.3 KB
  • skills/loop-graph/examples/migrate-blob-storage/archive/rounds.md602 B
  • skills/loop-graph/examples/migrate-blob-storage/directives.md360 B
  • skills/loop-graph/examples/migrate-blob-storage/executor.md6.1 KB
  • skills/loop-graph/examples/migrate-blob-storage/ledger.md3.6 KB
  • skills/loop-graph/examples/migrate-blob-storage/README.md5.0 KB
  • skills/loop-graph/examples/redacted-multiday-control-plane/README.md6.7 KB
  • skills/loop-graph/examples/redacted-multiday-control-plane/README.zh-CN.md5.8 KB
  • skills/loop-graph/examples/scout-library-choice/README.md4.4 KB
  • skills/loop-graph/examples/self-iteration-longgraph-skill/README.md6.5 KB
  • skills/loop-graph/examples/self-iteration-longgraph-skill/README.zh-CN.md6.0 KB
  • skills/loop-graph/README.md16.0 KB
  • skills/loop-graph/README.zh-CN.md15.4 KB
  • skills/loop-graph/references/claude-code.md4.2 KB
  • skills/loop-graph/references/codex.md5.4 KB
  • skills/loop-graph/references/cursor.md1.9 KB
  • skills/loop-graph/references/grok.md3.9 KB
  • skills/loop-graph/references/shell-cron.md1.8 KB
  • skills/loop-graph/SKILL.md22.7 KB
  • skills/loop-graph/templates/directives.md2.6 KB
  • skills/loop-graph/templates/executor.md11.2 KB
  • skills/loop-graph/templates/findings.md1.7 KB
  • skills/loop-graph/templates/handoff.md1.0 KB
  • skills/loop-graph/templates/ledger.md7.8 KB
  • skills/loop-graph/templates/ops-and-environment.md5.0 KB
  • skills/loop-graph/templates/scout.md4.8 KB
  • skills/loop-graph/templates/supervisor.md7.4 KB
  • skills/loop-research/preset.md6.6 KB
  • skills/loop-research/README.md1.4 KB
  • skills/loop-research/README.zh-CN.md1.3 KB
  • skills/loop-research/SKILL.md2.0 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

longgraph — route to the right durable run

longgraph has one shared compiler, loop-graph, and focused entries that bind only goal-specific rules. All compile the same executor, supervisor, ledger, directives, and ops artifacts. Do not execute the generated runtime nodes from this authoring skill.

Fit and route

  • Use loop-converge for multi-round unused code, duplication, consolidation, reuse, or slimming.
  • Use loop-deliver for a product or engineering requirement that needs incremental implementation and acceptance proof.
  • Use loop-research to compare feasible approaches with open-source implementations, primary research, and controlled experiments before committing to one.
  • Use loop-graph directly only when none of the focused packs fits but the work still needs durable state, gates, owner boundaries, host switching, or independent verification.
  • If the request is one self-contained task that fits a normal host goal/task, explain that longgraph adds no value and recommend sending the task directly. Do not wrap it in another objective or invent a lighter longgraph mode.

Shared reference: lib/methodology.md explains why the graph's discipline exists. The baseline and pack boundary is in skills/loop-graph/docs/preset-contract.md.

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The English summary is being prepared. Showing the original description.

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The English summary is being prepared. Showing the original description.

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