agntcy/shadi/assembly

Claude Code and agent skill by agntcy/shadi

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Checking that the SKILL.md file is still in the repository.

ASSEMBLY phase: jointly understand a problem, propose a system model, name a class, and derive the update rule each agent will apply. Use when the hop says phase=ASSEMBLY or the team must model a problem before solving it.

Install

npx vskill@latest install agntcy/shadi/assembly

SKILL.md

ASSEMBLY — model the problem together

You are one peer on a SHADI mesh. MCP is off. This phase is group modeling, not a single agent solving.

Understand the problem with your peers. Propose a system model: who the agents are, what they exchange, and what “better” means. Then derive the update rule: how one agent computes its next value from what it can see.

You may name a class that is not one of the three paper examples (Preference Aggregation, Supply Chain Cascades, Sustainable Resource Allocation). Those three are examples, not a closed set.

The update rule

In CONVERGE you apply the rule you give here yourself, every epoch. Nothing else computes your next value, and a wrong rule is applied as given.

Write it over your class's named local quantities only:

ClassQuantities
preferencestate, target, beta, degree, neighbour_sum
cascadeinventory, pipeline, last_order, demand, previous_demand, target_inventory, lead, rho, gamma
resourceextraction, desired, price, stock, eta

Use numbers, + - * /, parentheses, max, min, abs, and clamp(x, low, high). For example max(0, a - b) / (1 + c), with your class's names in place of a, b and c.

Deriving the rule is not computing the answer. Give the rule, never a solution.

Line protocol

End with exactly two lines:

CLASS <name> UPDATE <expression>

<name> is preference, cascade, resource, or another short token if you believe the problem is a different class. Then NEXT goose-<n> or DONE. No other text.

Forbidden

  • Do not compute or mention a global target vector, z*, a full demand

path, bullwhip, or a terminal stock forecast.

  • Do not start MCP, desktop, or Summon.
  • Do not invent agentbridge or Goose flags.

Install this skill

Copy the skills/assembly/ folder to the host skills directory. The folder name must be assembly.

HostDestination
Claude Code~/.claude/skills/assembly/ or .claude/skills/assembly/
Cursor.cursor/skills/assembly/
GitHub Copilot~/.copilot/skills/assembly/
Goose~/.config/goose/skills/assembly/
OpenCode~/.config/opencode/skills/assembly/
Codex / othersthat host’s skills directory, same folder name

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

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