skills/jankneumann/agentic-coding-tools/parallel-explore-feature

parallel-explore-feature

SKILL.md

Parallel Explore Feature

Analyze the codebase and coordinator state to recommend features suitable for multi-agent parallel implementation. Extends linear-explore-feature with resource claim analysis and feasibility assessment.

Arguments

$ARGUMENTS - Optional focus area (e.g., "performance", "API layer", "frontend", "security")

Prerequisites

  • OpenSpec CLI installed (v1.0+)
  • Architecture artifacts current (make architecture)
  • Coordinator available with CAN_DISCOVER and CAN_LOCK capabilities

Coordinator Capability Check

REQUIRED:
  CAN_DISCOVER  — discover_agents() for active feature and claim enumeration
  CAN_LOCK      — check_locks() for current lock state inspection

SAFETY:
  CAN_GUARDRAILS — pre-check candidate descriptions for destructive patterns

ENRICHING:
  CAN_MEMORY   — recall previous exploration and feature decisions
  CAN_HANDOFF  — read/write exploration context across sessions
  CAN_POLICY   — check agent permissions for candidate scope
  CAN_AUDIT    — log exploration decisions for traceability

If coordinator is unavailable, degrade to linear-explore-feature behavior without resource analysis.

Steps

0. Detect Coordinator

Run the coordination detection preamble from docs/coordination-detection-template.md.

If CAN_MEMORY=true, recall relevant history:

  • Tags: ["feature-discovery", "<focus-area>"]

If CAN_HANDOFF=true, read latest exploration handoff.

1. Gather Architecture Context

Identical to linear-explore-feature Step 1. Use parallel Task(Explore) agents:

  • Read openspec/project.md for project purpose and conventions
  • Read docs/architecture-analysis/architecture.summary.json for module inventory
  • Read docs/architecture-analysis/parallel_zones.json for independent modification zones
  • List active OpenSpec changes via openspec list
  • Scan for TODO/FIXME/HACK markers in source code

2. Enumerate Active Resource Claims

Coordinator-dependent step (requires CAN_DISCOVER and CAN_LOCK).

  • Call check_locks() to get all active file and logical locks
  • Call discover_agents() to enumerate in-flight features and their claimed resources
  • Build a resource occupation map: which files, API endpoints, DB schemas, and events are currently claimed

If coordinator is unavailable, skip this step and note "resource analysis unavailable" in output.

3. Assess Parallel Feasibility

For each candidate feature from Step 1:

  1. Estimate scope: Identify likely files, API endpoints, DB tables, and events the feature would touch
  2. Check lock overlap: Compare estimated scope against the resource occupation map from Step 2
  3. Classify feasibility:
    • FULL — No resource overlap with in-flight features; safe for full parallel execution
    • PARTIAL — Some overlap; can run in parallel with serialized access to shared resources
    • SEQUENTIAL — Heavy overlap; must wait for in-flight features to complete

4. Rank and Present Candidates

Produce a ranked shortlist with:

Field Description
Candidate Feature description
Value Business/technical value assessment
Complexity S/M/L estimate
Parallel Feasibility FULL / PARTIAL / SEQUENTIAL
Resource Conflicts List of overlapping locks (if any)
Recommended Workflow parallel-plan-feature or linear-plan-feature
Independent Zones Which parallel_zones.json groups are available

5. Write Handoff

If CAN_HANDOFF=true, write exploration context:

  • Candidates discovered with feasibility ratings
  • Current resource occupation snapshot
  • Recommended next command for top candidate

Output

  • Ranked candidate shortlist with parallel feasibility assessment
  • Resource conflict analysis for each candidate
  • Recommended workflow (parallel vs linear) per candidate

Next Step

For the selected candidate:

/parallel-plan-feature <description>   # If feasibility is FULL or PARTIAL
/linear-plan-feature <description>     # If feasibility is SEQUENTIAL
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