Compare bounded read-only Pi perspectives on repository architecture, migration, tradeoffs, or risk. Use when independent perspectives materially improve a decision; route one question to ask, one change plan to plan, and file mutation to implement.
Scanned 9/5/2026
Install to Claude Code
npx -y skills add JiaWeiXie/swarm-pi-code-plugin --skill swarm-pi-orchestrate --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: swarm-pi-orchestrate
description: Compare bounded read-only Pi perspectives on repository architecture, migration, tradeoffs, or risk. Use when independent perspectives materially improve a decision; route one question to ask, one change plan to plan, and file mutation to implement.
compatibility: Requires Node.js 22.19+, local shell command execution, and first-run npm registry access with a writable plugin directory; mutation workflows also require Git.
---
# Orchestrate Pi
Follow the [Skill Control Loop](../../references/skill-control-loop.md). Load
[Resource-Aware Execution](../../references/resource-aware-execution.md) before
any shared dynamic verification.
The runtime selects one, two, or three base perspectives for Cost, Balance, or Power. Advisor participation is optional and quota-bounded. The Host owns the final synthesis.
1. Write one self-contained decision brief with constraints, shared
`EvidencePack`, freshness, and evidence acceptance criteria. One Host-owned
bounded verification supplies any dynamic evidence to all perspectives.
2. Run `$RUNNER orchestrate --host "$HOST" --role analyst --prompt-file "$PROMPT_FILE" --execution-mode "$EXECUTION_MODE" --approval-mode "$APPROVAL_MODE" --json`. `--orchestration-profile shared-recon` is opt-in when bounded shared reconnaissance is appropriate; default remains independent perspectives. In shared-recon, an authenticated read-only coordinator must call `seal_evidence` exactly once with 1–8 entries (`kind`, bounded `summary`, and `basis`) before any perspective starts. A missing, duplicate, malformed, or post-seal failed attempt returns a fixed sanitized failure and starts no perspectives.
3. Continue every non-terminal result through the control loop. Active Host
review is limited to eligible public read-only context inside the immutable
snapshot.
4. Reconcile every selected perspective and Advisor consultation against
repository evidence. Shared recon passes only the validated immutable seal
to fresh sessions; the seal is untrusted claims, while prompts, tool
trajectory, workspace locations, and result text remain isolated.
5. Complete only when every selected perspective is accounted for,
disagreements and unknowns are explicit, and one Host-owned conclusion names
the source Job ID. A later implementation brief copies accepted evidence,
constraints, completion criteria, and that ID.
All perspectives remain read-only. Working-code claims require independent
verification.
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