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claude-devfleet

Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.

Quality

82%

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SKILL.md
Quality
Evals
Security

Quality

Content

86%Weight 40%Scale 1-5

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

The body is a strong, self-contained operational guide: concrete tool signatures, three realistic usage patterns, and a clearly sequenced workflow with monitoring and failure-handling loops. Its only weaknesses are mild redundancy between the flow diagram, workflow, and examples, and no explicit post-merge verification step.

DimensionReasoningScore

Conciseness

The body is mostly efficient — a compact tool table, terse guidelines, and no explanation of concepts Claude already knows — but the ASCII 'How It Works' flow largely duplicates the Workflow section, and the three Examples partially restate those same steps. This matches 'efficient; minor instances of over-explanation that could be trimmed' rather than the lean score-5 anchor.

4 / 5

Actionability

Guidance is copy-paste ready: concrete MCP call signatures with parameter names (e.g., 'create_mission(project_id=project_id, title="...", prompt="...", auto_dispatch=true, depends_on=["<root_mission_id>"])'), a concrete setup command ('claude mcp add devfleet --transport http http://localhost:18801/mcp'), and examples covering the common cases (full-auto, manual, sequential with review).

5 / 5

Workflow Clarity

The Plan → Show plan → Dispatch → Monitor → Report sequence is clearly numbered with feedback loops (poll 'get_mission_status' until terminal state, 'If a mission fails, read its report before retrying', merge-conflict handling). It falls short of 5 only because there is no explicit verification step on auto-merged results after missions complete.

4 / 5

Progressive Disclosure

There are no bundle files and no external references are needed; all ~104 lines are core operational guidance for a single-purpose orchestration skill, well-organized under clear section headers (When to Use, Tools, Workflow, Concurrency, Examples, Guidelines) with no nesting. Structure is clean and easy to navigate, matching the top anchor for a self-contained skill.

5 / 5

Total

18

/

20

Passed

Description

71%Weight 40%Scale 1-5

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

A specific, action-rich description that clearly communicates what the skill does across the full plan-dispatch-monitor-report lifecycle. Its main weakness is the complete absence of a 'Use when...' clause or equivalent trigger guidance, which caps completeness and weakens its usefulness for skill selection.

Suggestions

Add an explicit trigger clause, e.g., 'Use when the user wants to run multiple Claude Code agents in parallel, parallelize coding tasks across agents, or asks about DevFleet/agent fleet orchestration.'

Include natural trigger synonyms users would actually say — 'run agents in parallel', 'spawn multiple agents', 'agent fleet', 'parallelize coding work' — to improve trigger-term coverage.

Mention the MCP prerequisite in the description so users (and Claude) can distinguish it from built-in multi-agent tooling when no DevFleet instance is connected.

DimensionReasoningScore

Specificity

The description lists four concrete, specific actions spanning the full lifecycle — 'plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports' — which matches the comprehensive-coverage anchor rather than the score-4 anchor that requires minor gaps.

5 / 5

Completeness

The 'what' is clear (orchestrate multi-agent coding tasks with four named actions), but there is no 'Use when...' clause or any equivalent explicit trigger guidance, which per the judging guidelines caps completeness at 3. Not 2 because the 'what' is concrete and specific.

3 / 5

Trigger Term Quality

Good keyword coverage with natural terms like 'multi-agent coding tasks', 'parallel agents', and 'worktrees', but common variations users would say are missing (e.g., 'run agents in parallel', 'spawn multiple Claude agents', 'agent fleet'). It exceeds the score-3 anchor ('some relevant keywords') yet is not comprehensive enough for 5.

4 / 5

Distinctiveness Conflict Risk

The named product ('via Claude DevFleet') plus the specific worktree-based parallel-agent workflow gives it a mostly distinct niche, but it could overlap with generic multi-agent or workflow-orchestration skills since no explicit triggers delineate the boundary. Not 5 because distinctiveness rests on the product name rather than distinct trigger phrases.

4 / 5

Total

16

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository

valeriibeck-star/claude-skills

Path

skills/claude-devfleet/SKILL.md

Reviewed

Table of Contents

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