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generic-subagent

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Context-efficient read-only delegation to subagents

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1.2k downloads
Updated 2/16/2026

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SKILL.md

Subagents offload context-expensive read-only work. The caller receives a digest, not the full trace. Subagents cannot modify state — they research, analyze, and summarize.

When to Delegate

See contract § Subagent Delegation Protocol for authoritative triggers.

Summary:

TriggerThreshold
Uncertain scopeAssess with cheap ops first → convert to defined
Content to read>250KB of files to READ (not search scope)
Processing depth>2 intermediate tool calls whose outputs aren't needed in final delivery

Clarification on 250KB:

  • Applies to Read operations (full content enters context)
  • Does NOT apply to Grep (only matches enter context)
  • Typical sequence: search (cheap) → identify matches → measure size of files to read → apply threshold

Keep Inline When

  • Task requires user interaction mid-execution
  • Result interpretation needs full conversation history
  • Content to read ≤250KB and processing depth ≤2 steps

Delegation Protocol

1. Assess Scope (if uncertain)

# Check total size of files to READ (not search)
stat --printf="%s\n" src/api/*.py | awk '{sum+=$1} END {print sum}'

2. Generate Brief

MODE: SUBAGENT
GOAL: {{objective}}
CONTEXT: {{what caller already knows — no pre-analysis required}}
SCOPE: {{files, directories, or boundaries}}

Brief principles:

  • Write from existing knowledge only — if investigation is needed to specify the goal, that IS the delegated work
  • Vague goals are valid when they reflect genuine uncertainty
  • Subagent has the contract — don't repeat rules in the brief

3. Dispatch

Use Task tool. Subagent inherits contract but operates in Subagent Mode (read-only, no gates, compressed output).


For the Subagent

When receiving a MODE: SUBAGENT brief:

  1. Review ~/.liza/AGENT_TOOLS.md — MCP servers often provide efficient alternatives to manual tool chains
  2. Work within scope, abort if insufficient
  3. Return structured output (see below)

4. Review Output

RESULT: [success | partial | blocked | failed]
SUMMARY: [what was found/analyzed]
CONCERNS: [issues for caller review]
BLOCKERS: [if not success — what prevented completion]
DETAILED RESPONSE: [findings]

Review: Verify result addresses goal intent. Address concerns before proceeding.

5. Integrate

  • Success: Use digest, continue main task
  • Partial: Complete inline or re-delegate with narrower scope
  • Blocked/Failed: Surface to user or try alternative approach

Common Delegation Patterns

PatternGoal Template
Find definition"Find where {{symbol}} is defined and its signature"
Analyze dependencies"List what {{module}} imports and what imports it"
Explore area"Understand how {{area}} works" (vague is OK)
Search and summarize"Find all {{pattern}} and summarize their purposes"
Architecture survey"Identify the main components and their relationships in {{area}}"

Anti-Patterns

Don't delegate:

  • State-modifying operations (subagents are read-only)
  • Decisions requiring user input
  • The debugging hypothesis loop (requires iterative testing with full context)

Exception — debugging research IS delegatable:

  • "Find all call sites of function X"
  • "Find working analogues for this pattern"
  • "Check if error handling exists for case Y"

These support Bug Qualification / Pattern Analysis phases without owning the hypothesis loop.

Parallel Delegation

Independent research tasks can run simultaneously:

  1. Identify independent subtasks
  2. Generate briefs for each
  3. Dispatch in parallel (multiple Task tool calls)
  4. Await all results
  5. Integrate digests

Dependency awareness: If task B depends on task A's output, dispatch sequentially.

Install

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Requires askill CLI v1.0+

AI Quality Score

68/100Analyzed 2/23/2026

Well-structured delegation skill with clear thresholds (250KB, >2 steps), protocol steps, and patterns. Strong on safety (read-only constraint) and includes when-to-delegate guidance. However, heavily tied to an undefined internal contract system and specific paths, reducing reusability. Missing practical code examples and relies on external context not provided in the skill itself.

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Metadata

Licenseunknown
Version-
Updated2/16/2026
Publisherghostmodal

Tags

api