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parallel-investigation

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.

84

Quality

81%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is an excellent skill description that clearly articulates a specific coordination methodology for parallel debugging investigations. It provides rich trigger terms covering multiple real-world scenarios, explicitly states both what the skill does and when to use it, and occupies a distinct niche that differentiates it from general debugging or incident response skills. The description is detailed without being unnecessarily verbose.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'coordinates parallel investigation threads', 'explore multiple hypotheses or root causes', 'problem decomposition', 'thread assignment', 'sync points with Continue/Pivot/Converge decisions', and 'final report synthesis'. These are detailed, actionable capabilities.

3 / 3

Completeness

Clearly answers both 'what' (coordinates parallel investigation threads, provides structured phases for decomposition, thread assignment, sync points, and report synthesis) and 'when' (explicit 'Use when' clause covering production incidents, slow API performance, multi-system failures, complex bugs with unclear root cause, when serial troubleshooting is too slow, or when multiple investigators can divide work).

3 / 3

Trigger Term Quality

Includes strong natural trigger terms users would say: 'debugging production incidents', 'slow API performance', 'multi-system integration failures', 'complex bugs', 'root cause', 'troubleshooting', 'root-cause analysis'. These cover a good range of natural language a user would employ when facing these problems.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche: parallel multi-threaded investigation coordination with structured phases and sync points. The emphasis on simultaneous hypothesis exploration, Continue/Pivot/Converge decisions, and multi-investigator coordination makes it very unlikely to conflict with general debugging or incident response skills.

3 / 3

Total

12

/

12

Passed

Implementation

62%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a well-structured process skill with a clear five-phase workflow and good decision frameworks for parallel investigation coordination. Its main weaknesses are moderate verbosity (templates and examples could be more concise) and limited actionability — the guidance is procedural rather than executable, with no concrete tool commands or scripts. The workflow clarity is the strongest dimension, with explicit sync points and convergence criteria.

Suggestions

Add concrete, executable examples — e.g., actual shell commands for database profiling, application profiling, or infrastructure checks that investigators would run in each thread type.

Extract the longer templates (Thread Log, Final Report, Communication Protocol) into separate referenced files to improve progressive disclosure and reduce the main file's length.

Tighten the content by removing explanatory sentences that restate what's obvious from the structure (e.g., 'Parallel investigation reduces time-to-solution by eliminating serial bottlenecks' and 'Each thread should be independent, focused, and time-boxed').

DimensionReasoningScore

Conciseness

The skill is reasonably structured but includes some unnecessary verbosity — e.g., the 'Core Principle' section restates what's obvious, and several templates are more verbose than needed. The decision framework table and time management section add value but could be tighter. Some content explains coordination concepts Claude already understands.

2 / 3

Actionability

The skill provides structured templates and frameworks but is largely procedural/organizational rather than executable. There are no actual commands, scripts, or tool invocations — everything is markdown templates and conceptual guidance. For a coordination/process skill this is somewhat expected, but the templates are more illustrative than copy-paste actionable (e.g., placeholder names, generic timestamps).

2 / 3

Workflow Clarity

The five-phase workflow is clearly sequenced with explicit sync points and a well-defined decision framework (Continue/Pivot/Converge). The sync point agenda includes time boxes, and the decision table provides clear criteria for each thread status. The convergence phase includes validation steps before proceeding to fixes.

3 / 3

Progressive Disclosure

The content is well-organized with clear headers and sections, but it's a fairly long monolithic document (~150 lines of substantive content). Templates like the Thread Log, Final Report, and Communication Protocol could be split into referenced files. The 'Integration with Other Skills' section at the end provides cross-references but the main body could benefit from better separation of overview vs. detailed templates.

2 / 3

Total

9

/

12

Passed

Validation

90%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

10

/

11

Passed

Repository
rohitg00/skillkit
Reviewed

Table of Contents

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