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Optimize multi-agent coding CLI stacks for lower token burn across Claude Code, Codex, Kimi Code CLI, and Hermes; includes workflows for unknown agents, cross-agent updates, MCP/profile propagation, and usage/provider rotation analysis.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Rewrite any text as a solemn, slightly absurd 19th-century Civil War field dispatch (Ken Burns documentary voice), then optionally turn it into a multimodal video — period narration via ElevenLabs, the letter in fancy script on aged parchment, a mournful music bed, and a slow Ken Burns pan/zoom of the letter being read. Use when the user types /civilwar, asks to "civil-war-ify" or "Ken Burns" some text, or asks for a documentary-style letter video.
Router / skill-set hub for the 33GOD / DeLoNET project platform. Routes user intent to the right member skill: project bootstrap (33god-projects), pjangler implementation (pjangler-dev), agent hook/skill fan-out (agent-config-fanout), Hermes fleet operations (hermes-fleet-operations), Plane ticket operations (managing-tickets-and-tasks-in-plane), Bloodbank events (bloodbank-integration), host conventions (delonet-conventions), versioning (mise-versioning), task authoring (mise-tasks), and memory (hindsight). Use when the request spans multiple 33GOD components or when you are unsure which member skill owns a 33GOD task. Triggers: 33god, 33GOD, DeLoNET, project platform, pjangler, CommonProject, Hermes, Plane, Bloodbank, agent hooks, skill fan-out, fleet, project bootstrap. Does NOT implement procedures; it loads the member skill that does.
Create, wire, and maintain 33god/DeLoNET projects. Covers pjangler/CommonProject bootstrap, repo-local `.project.json`, Hermes PM and scrum-master/Ticket Sentinel provisioning requests, mise/.env.op, BMAD, Hindsight/Bloodbank hook wiring, and project-scoped hook + skill fan-out adoption. Use when running `pjangler init`, `pjangler hermes-agent`, or `mise run init-project`; adding PM/sentinel agents; wiring mise/op inject; installing BMAD; configuring hooks; or adopting `.agents/local.json`, `defer_to_global`, and `hooks.master.json`. Do NOT use for developing pjangler (pjangler-dev), generic fan-out mechanics (agent-config-fanout), fleet updates/backfills (hermes-fleet-operations), live Plane issues, Bloodbank schemas, or host conventions.
Keep one hand-edited master config and generate per-agent CLI configs from it. Covers SSOT fan-out for agent hooks and skills: master-to-dialect propagation, ambiguity lock files, drift checks, and the Bloodbank services/agent-hooks reference implementation. Use for hooks.master.json, hooks.mappings.lock.json, generated-config drift, fan-out, SSOT, agent hooks, defer_to_global, .agents/local.json, sync.py, project-scoped hooks, skill fan-out, and new agent CLI dialects. Do NOT use for using pjangler to create projects or adoption checklists (33god-projects), event schemas or Bloodbank topology (bloodbank-integration), versioning (mise-versioning), or single-target config.
Integrate services or agent harnesses with the 33GOD Bloodbank event bus. Covers schemas in Bloodbank schemas/ and docs/event-naming.md, producing events (NATS preferred; Dapr, HTTP /publish, hookd_bridge alternatives), consuming events (NATS, Dapr, FastStream, event-toaster), and agent hook wiring. Use for event publish/consume, authoring schemas, integrating harnesses (Claude Code, Copilot CLI, OpenCode, Cursor, Aider, Codex CLI), or debugging missing envelopes. Triggers: bloodbank, event bus, publish, subscribe, NATS subject, holyfields legacy, CloudEvents, hookd, event-toaster, ntfy.delo.sh/bloodbank, agent.session.started, agent.tool.invoked, command.{agent}.{action}. Skip for generic brokers, n8n, hindsight memory, or non-event-bus 33GOD.
Operate and maintain the Hermes agent fleet: shared install, ~/.hermes/fleet.env, ~/.hermes/config.yaml, ~/.hermes/agents-registry.yaml, hermes-agent-template, role profiles and inherited config, runtime repo provisioning, systemd user units, fleet self-checks, template defaults, and PM/template backfills. Use when updating Hermes core, changing fleet defaults, provisioning agents, debugging fleet-wide MCP failures, running a Hermes fleet self-check, or propagating template changes to existing PM agents. Triggers: Hermes fleet, hermes-agent-template, ~/.hermes/fleet.env, ~/.hermes/config.yaml, ~/.hermes/agents-registry.yaml, inherited profile, fleet self-check, systemd hermes-*, template backfill, runtime repo provisioning. Do NOT use for: project bootstrap decisions or repo-local agent requests (→ 33god-projects); Plane ticket operations (→ managing-tickets-and-tasks-in-plane); Bloodbank event contracts (→ bloodbank-integration); generic SSOT config fan-out mechanics (→ agent-config-fanout).
| name | agent-token-efficiency |
| version | 0.1.0 |
| description | Optimize multi-agent coding CLI stacks for lower token burn across Claude Code, Codex, Kimi Code CLI, and Hermes; includes workflows for unknown agents, cross-agent updates, MCP/profile propagation, and usage/provider rotation analysis. |
Use this skill when the user wants to save tokens, reduce context bloat, configure coding agents, propagate skills/tools/profiles/MCP servers, analyze usage, or design provider/model rotation for continuous agentic coding.
This skill codifies a layered strategy:
Run the bundled Typer CLI:
python scripts/agent_efficiency.py --help
Recommended install from this skill directory:
python -m pip install -e .
aeff --help
Given the path to an unknown agent CLI or repository, inspect its capabilities, discover docs hints, map supported strategies from Claude/Codex/Kimi/Hermes, and produce/apply a token-efficiency optimization plan.
aeff optimize-unknown /path/to/agent-or-executable --docs-url https://example.com/docs --out ./reports
Use --apply only after reviewing the report:
aeff optimize-unknown /path/to/agent-or-executable --apply
The workflow looks for:
It then applies equivalent strategies where safe:
Apply one update across the supported CLI fleet.
aeff propagate-update --kind mcp --name context7 --source assets/mcp/context7.json --target all
Supported --kind values:
mcpskillprofileagentinstructionconfigDry-run is default. Add --apply to mutate files or run agent CLI commands.
Read local usage metrics, inspect configured agents/providers, compare provider free/throttled capacity, and calculate a rotation plan.
aeff analyze-usage --providers assets/configs/providers.yml --desired-rpm 4 --desired-daily-requests 500
With web refresh of provider notes:
aeff analyze-usage --allow-web --providers assets/configs/providers.yml
This workflow should produce:
scripts/agent_efficiency.py — Typer CLI implementation.assets/configs/providers.yml — provider quota and rotation assumptions.assets/mcp/*.json — bundled MCP server definitions.assets/agents/* — reusable scout/reviewer/research agents.assets/templates/* — AGENTS.md, CLAUDE.md, and reports.references/*.md — implementation playbooks.When this skill is active:
aef doctor or python scripts/agent_efficiency.py doctor before modifying a machine.~/.agent-token-efficiency/reports or the requested output directory.