multi-agent-skill-silent-phase-compression

Diagnose and fix silent compression of mandatory phases in multi-agent orchestrator skills.

3|Updated May 8, 2026
One-click install
npx skills add https://github.com/wan-huiyan/agent-traffic-control --skill multi-agent-skill-silent-phase-compression-wan-huiyan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: multi-agent-skill-silent-phase-compression
Source: https://github.com/wan-huiyan/agent-traffic-control/tree/main/plugins/agent-traffic-control/skills/multi-agent-skill-silent-phase-compression
Command: npx skills add https://github.com/wan-huiyan/agent-traffic-control --skill multi-agent-skill-silent-phase-compression-wan-huiyan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Multi-agent orchestrator skills (review panels, debate workflows, multi-reviewer pipelines) silently skip MANDATORY phases like reflection, debate, and blind finals under context-budget pressure, producing deliverables that look complete but actually missed findings. This Skill diagnoses that failure mode and provides the structural fixes to prevent it. ## Core Features & Use Cases - Failure Diagnosis: Detect compression via process-log audits, missing phase-execution manifests, and verbatim subagent outputs flooding the orchestrator's chat history. - File-Based State Passing: Replace "return your full review as your final message" with a Write-to-disk pattern where subagents return only a path plus a 100-word summary, cutting orchestrator context cost from ~215k to ~3k tokens. - Guardrails: Run-verification gates before the judge phase, fail-loud COMPRESSED headers, phase execution manifests, and anti-rationalization red-flag tables. - Use Case: A 5-reviewer panel report omits Phase 4/5/7; re-running those phases surfaces a new P0 defect. Use this Skill to confirm the compression, patch the skill spec, and verify the fix with a 7-reviewer stress test. ## Quick Start Audit my multi-reviewer panel skill for silent phase compression and rewrite its subagent prompts to use file-based state passing with a run-verification gate.

Frequently Asked Questions about multi-agent-skill-silent-phase-compression

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
Why do multi-agent orchestrator skills skip mandatory phases?▼

Subagent outputs land verbatim in the orchestrator's chat history as Agent tool results, accumulating 200k+ tokens across phases. Under this context pressure the orchestrator rationalizes compressing mandatory phases like reflection and debate into the judge's integration.

How do I detect silent phase compression in a review panel run?▼

Check the process log for headings like 'Phase 4-5 (Compressed)' with summaries instead of per-reviewer outputs, look for a missing 'Phases run:' manifest in the report header, and re-run the skipped phases to see if net-new findings surface.

How do I prevent subagent outputs from bloating orchestrator context?▼

Use file-based state passing: have each subagent Write its full output to a state file on disk and return only the path, a 100-word summary, and a one-line top finding. This drops orchestrator cost from ~215k to ~3k tokens for a 5-reviewer panel.

Does parallel subagent dispatch eliminate orchestrator context pressure?▼

No. Each subagent has its own context window, but their full outputs still return verbatim into the orchestrator's chat history. The pressure accumulates in the orchestrator, not the subagents, which is what triggers compression.

When is it acceptable to skip a phase in a multi-agent skill?▼

Only when the phase has an explicit skip condition in the spec and that condition is met, such as skipping targeted verification when zero unresolved disputes remain. Mandatory phases like reflection, debate, and blind finals must never be silently compressed.

How do I verify the phase compression fix worked?▼

Audit the state directory for one file per reviewer-phase cell, confirm Agent tool results are capped near 150 tokens, check the report header lists all mandatory phases with no COMPRESSED warning, and stress test with 7+ reviewers.