Skills for Real Engineers. Straight from my .agents directory.
parallel-investigation
Agent skill fromrohitg00/skillkit
Coordinates parallel investigation threads to simultaneously explore multiple hypotheses or root causes across different system areas. Use when debugging production incidents, slow API performance, multi-system integration failures, or complex bugs where the root cause is unclear and multiple plausible theories exist; when serial troubleshooting is too slow; or when multiple investigators can divide root-cause analysis work. Provides structured phases for problem decomposition, thread assignment, sync points with Continue/Pivot/Converge decisions, and final report synthesis.
How to install parallel-investigation
npx skills add rohitg00/skillkit# or add only this skill to Claude Code: copy the folder
packages/core/src/methodology/packs/collaboration/parallel-investigation/
# into
~/.claude/skills/parallel-investigation/ (all projects)
.claude/skills/parallel-investigation/ (one project)
packages/core/src/methodology/packs/collaboration/parallel-investigation/SKILL.md
Apache-2.0Full file1# Parallel Investigation23Coordinate parallel investigation threads to explore multiple hypotheses simultaneously. Most effective for production incidents, performance regressions, or integration failures where the root cause is unclear.45## Core Principle67**When uncertain, explore multiple paths in parallel. Converge when evidence points to an answer.**89Parallel investigation reduces time-to-solution by eliminating serial bottlenecks.1011## Investigation Structure1213### Phase 1: Problem Decomposition1415Break the problem into independent investigation threads:1617```18Problem: API responses are slow1920Investigation Threads:21├── Thread A: Database performance22│ └── Check slow queries, indexes, connection pool23├── Thread B: Application code24│ └── Profile endpoint handlers, check for N+125├── Thread C: Infrastructure26│ └── Check CPU, memory, network latency27└── Thread D: External services28 └── Check third-party API response times29```3031Each thread should be independent (no blocking dependencies), focused (clear scope), and time-boxed.3233### Phase 2: Thread Assignment3435Assign threads with clear ownership:3637```markdown38## Thread A: Database Performance39**Investigator:** [Name/Agent A]40**Duration:** 30 minutes41**Scope:**42- Query execution times43- Index utilization44- Connection pool metrics45**Report Format:** Summary + evidence46```4748### Phase 3: Parallel Execution4950Each thread follows this pattern:51521. Gather evidence specific to thread scope532. Document findings as you go54…
Excerpt shown under the repository's Apache-2.0 license.
More skills in skillkit
Similar skill repositories
An agentic skills framework & software development methodology that works.
Public repository for Agent Skills
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Production-grade engineering skills for AI coding agents.
