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feat: add Cursor & Claude Bee Army (25 hivemind-specific worker-bees, stingers, routing orchestrator)#267

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feat: add Cursor & Claude Bee Army (25 hivemind-specific worker-bees, stingers, routing orchestrator)#267
thenotoriousllama wants to merge 4 commits into
activeloopai:mainfrom
legioncodeinc:pr/02-dev-resources

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@thenotoriousllama

@thenotoriousllama thenotoriousllama commented Jun 16, 2026

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Summary

This PR adds a complete AI orchestration layer for Cursor IDE and Claude Code contributors working in this codebase. It ships inside .cursor/, which is already present in the repository, so it is opt-in by design and imposes zero build, test, or runtime cost on contributors who do not use it.


What is the Bee Army and why does it belong here?

Open-source projects fail at contributor consistency. The Bee Army solves this at the AI-agent layer: instead of relying on contributors to know the codebase conventions before they start, the system hands them a pre-loaded specialist that already knows the right patterns for that domain.

Every worker-bee ships with a paired stinger (a procedural skill file). The stinger contains research-backed guides, worked examples, output templates, and explicit escalation rules. When a contributor invokes a bee, they get the same quality bar every time, regardless of how long they have been in the codebase.

The stingers are codebase-specific procedural knowledge: the typescript-node-worker-bee knows this repo's ESM/Node 22/esbuild stack, the deeplake-dataset-worker-bee knows the schema heal and ColumnDef conventions, the ci-release-worker-bee knows the sync-versions / pack-check / bundle audit pipeline. That specificity is why they belong here rather than as a separate package.


Contents of this PR

Two Cursor commands (.cursor/commands/)

/the-beekeeper - Lightweight dispatcher. Routes a task through the roster, selects the matching worker-bee(s), spawns each one armed with its paired stinger, runs the security and quality close-out, and reports. For everyday contributor work: code review, schema design, ADR authoring, documentation, etc.

/the-smoker - Heavy-duty completion orchestrator. Takes a set of PRDs, builds a full acceptance-criterion ledger, dispatches bees in parallel waves until every criterion is VERIFIED, selects the best model per task using .cursor/model-comparison-matrix.md, then commits, opens a PR, and watches CI to green.

25 worker-bee sub-agents (.cursor/agents/)

These are hivemind-specific workers, not generic domain advisors. Each owns one slice of this codebase's own surface:

Bee Domain in this repo
typescript-node-worker-bee TypeScript/Node source (strict ESM, esbuild, Vitest, zod boundaries)
deeplake-dataset-worker-bee Deep Lake schema, ColumnDef, healMissingColumns, indexing
ci-release-worker-bee Build pipeline (sync-versions, esbuild multi-harness, CI workflows, npm publish)
retrieval-worker-bee Hybrid recall (BM25 + cosine), skillify gate, skill propagation
embeddings-runtime-worker-bee Embed daemon, nomic-embed-text-v1.5, FLOAT4[768] schema contract
harness-integration-worker-bee Per-host adapter wiring (Claude Code, Codex, Cursor, Hermes, pi, OpenClaw)
mcp-protocol-worker-bee MCP server tool contracts, JSON-RPC, stdio transport
mcp-tool-docs-worker-bee MCP tool/CLI documentation, TypeDoc, changelog discipline
security-worker-bee OWASP Top 10 2025, vibe-coding pitfalls, PII/financial-data exposure
quality-worker-bee Verifies implementation against source PRD/IRD
git-worker-bee Interactive rebase, conflict resolution, history rewriting
github-repo-health-worker-bee Branch protection, CODEOWNERS, CI workflow density
cursor-ide-worker-bee Cursor rules, MCP registration, @cursor/sdk, custom modes
dependency-audit-worker-bee Dependabot/Renovate/Snyk, SBOM, lockfile discipline
library-worker-bee library/ scaffold, PRDs, IRDs, knowledge base, drift audits
knowledge-worker-bee Narrative domain docs under library/knowledge/
wiki-worker-bee Per-repo entity extraction into library/knowledge-base/wiki/
adr-writing-worker-bee ADR corpus (Nygard/MADR), supersession lifecycle
branching-strategy-worker-bee Trunk-based development, GitFlow, merge-vs-rebase
code-review-pr-worker-bee PR descriptions, review checklists, small-PR discipline
changelog-release-notes-worker-bee CHANGELOG authoring, semver discipline
readme-writing-worker-bee README authoring and audit
runbook-writing-worker-bee Operational runbooks, game-day methodology
technical-writing-craft-worker-bee Diataxis framework, prose review
terminal-bash-worker-bee Shell scripting, modern CLI tools

25 paired stinger skills (.cursor/skills/<name>-stinger/)

Each stinger contains guides, templates, examples, and research trails specific to this codebase's conventions. They are why this is more than a directory of agent persona files.

beekeeper-suit routing skill and hive-registrar

beekeeper-suit: single source of truth for which bee owns which domain, the canonical arming contract (how orchestrators spawn bees with their stingers), and known multi-bee sequences.

hive-registrar: enforces the invariant that every registered bee has a spawnable agent, a paired stinger, and a routing guide before it is added to the roster.

.cursor/model-comparison-matrix.md

Scored model-selection rubric (380 lines) used by /the-smoker for per-task model routing.


Zero build and runtime impact

Nothing in .cursor/ is imported, bundled, or executed during npm install, npm run build, or npm test. The commands only activate when a contributor explicitly types /the-beekeeper or /the-smoker in Cursor's chat bar.


Test plan

  • npm ci and npm run build pass (no new dependencies, build unaffected).
  • npm test passes (.cursor/ is not in any test glob).
  • Open Cursor with this repo as a workspace. Type /the-beekeeper review this migration in src/cli/install-cursor.ts. Confirm routing to the correct bee with its stinger loaded.
  • Type /the-beekeeper write an ADR for the harnesses/ reorganization. Confirm routing to adr-writing-worker-bee.

Contribution by Legion Code Inc. / Mario Aldayuz

…, AI tools platform, API documentation, asset management, and branching strategy

Introduce multiple new agents to enhance the platform's capabilities.

Full documentation available in https://github.com/legioncodeinc/that-git-life

These additions provide specialized support for various development processes and improve overall project management and documentation practices.
Updated the README to include a new section on the Cursor & Claude Bee Army, detailing the AI orchestration layer and its components. Removed outdated agents for ADR writing, Agile Scrum, AI coding tools, AI tools platform, API documentation, and asset management to streamline the project and focus on current capabilities. This cleanup improves clarity and aligns with the latest project direction.
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Deleted outdated agents for Agile Scrum, AI coding tools, AI tools platform, API documentation, asset management, and branching strategy to focus on current capabilities. This cleanup enhances clarity and aligns with the project's direction, ensuring a more efficient development process.
@thenotoriousllama thenotoriousllama changed the title feat: add Cursor & Claude Bee Army (37 worker-bees, stingers, routing orchestrator) feat: add Cursor & Claude Bee Army (25 hivemind-specific worker-bees, stingers, routing orchestrator) Jun 16, 2026

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A few things shouldn't land in the repo regardless of the bees decision:

  • README: the Legion Code logo, "this fork" framing, and the personal LinkedIn link are third-party advertising in Activeloop's README (right above the © Activeloop license). Please drop that section.
  • library/ docs reference Legion's own infra (legion-shared/, legion-wiki/) that doesn't exist in this repo.
  • Several QA/PRD reports leak local paths (/home/marioaldayuz/Desktop/GitHub/...).

Please remove these.

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