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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.

67

Quality

81%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

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/coordination skill with strong workflow clarity and a clear decision framework. Its main weaknesses are moderate verbosity (templates that could be more concise) and a lack of truly concrete, executable guidance — it stays at the methodology level with placeholder templates rather than providing specific diagnostic commands or tool integrations. The content would benefit from tightening and from splitting reference templates into separate files.

Suggestions

Add concrete, executable diagnostic commands for each example thread (e.g., specific SQL EXPLAIN queries, profiling commands, infrastructure monitoring CLI commands) to increase actionability.

Extract the thread log template and final report template into separate bundle files (e.g., TEMPLATES.md) and reference them from the main skill to improve progressive disclosure and reduce the main file's length.

Tighten the Communication Protocol section — the status tag examples and sync point summary template overlap significantly with the Thread Log Template and could be consolidated.

DimensionReasoningScore

Conciseness

The skill is reasonably structured but includes some unnecessary verbosity. The 'Core Principle' section states the obvious, and several templates (thread log, sync point agenda, final report) are somewhat redundant with each other. The content could be tightened by ~30% without losing clarity. However, it doesn't over-explain basic concepts.

2 / 3

Actionability

The skill provides structured templates and frameworks but remains at the process/methodology level with no executable code or concrete commands. The examples use placeholder markdown templates rather than real tooling. For a coordination/process skill this is somewhat expected, but the guidance stays generic — e.g., 'Check slow queries, indexes, connection pool' rather than specific diagnostic commands or queries.

2 / 3

Workflow Clarity

The five-phase workflow is clearly sequenced with explicit sync points, a decision framework (Continue/Pivot/Converge), time management guidance, and a convergence validation step. The decision table and time management section provide clear checkpoints. The feedback loop of sync points with explicit decision criteria is well-designed.

3 / 3

Progressive Disclosure

The content is well-organized with clear headers and sections, but it's a monolithic document with no bundle files. The 'Integration with Other Skills' section references related skills but the main content (~150 lines of templates and frameworks) could benefit from splitting templates into separate reference files. For a skill of this length, some content like the final report template could be externalized.

2 / 3

Total

9

/

12

Passed

Description

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 what the skill does (coordinate parallel investigation threads with structured phases), when to use it (production incidents, complex bugs, multi-system failures where root cause is unclear), and how it's distinct from simpler debugging skills. It uses natural trigger terms, provides explicit 'Use when' guidance with multiple scenarios, and its unique methodology (Continue/Pivot/Converge decisions, thread assignment) makes it highly distinguishable.

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 use when facing these problems.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with a clear niche: parallel investigation coordination with structured phases and sync points. The emphasis on multiple simultaneous hypotheses, Continue/Pivot/Converge decisions, and multi-investigator coordination distinguishes it clearly from general debugging or incident response skills.

3 / 3

Total

12

/

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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