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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. Use when dispatching parallel coding agents across isolated worktrees and tracking their reports.

Quality

89%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

82%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.

A highly actionable, well-structured skill body: concrete tool signatures, a runnable setup command, and three complete workflows with dependency and concurrency handling. Remaining weaknesses are mild redundancy around auto_dispatch, no explicit failure-recovery loop, and one dangling SECURITY.md reference.

Suggestions

Consolidate the auto_dispatch explanation into one place (e.g. the Workflow step) and drop the repeated restatements in the Full auto example and Guidelines.

Add an explicit failure-recovery loop, e.g. 'If a mission fails: get_report(mission_id) → diagnose → create_mission with a corrected prompt or dispatch_mission again' with guidance on when to retry vs. escalate to the user.

Fix the dangling reference by naming where SECURITY.md lives (e.g. a full path or URL) or inlining the one-line verification instruction it points to.

DimensionReasoningScore

Conciseness

The body is dense and operational — a tool table, an ASCII flow diagram, three worked workflows — with almost no explanation of concepts Claude already knows. Not 5 because the auto_dispatch behavior is explained three separate times (Workflow step 3, the Full auto example, and Guidelines), and the 'How It Works' diagram partially duplicates the Workflow section.

4 / 5

Actionability

Every tool is given with its parameter list (e.g. `create_mission(project_id, title, prompt, depends_on?, auto_dispatch?)`), setup includes a copy-paste command (`claude mcp add devfleet --transport http http://localhost:18801/mcp`), and three complete worked workflows cover the common auto, manual, and sequential cases. This matches the fully-executable anchor.

5 / 5

Workflow Clarity

The Plan → Dispatch → Monitor → Report sequence is clear, and the batch-dispatch risk is addressed with checkpoints ("Check `get_dashboard()` for agent slot availability before bulk dispatching", poll "until all missions reach a terminal state", "If a mission fails, read its report before retrying"). Not 5 because there is no explicit verify-and-recover loop after failures (e.g. how to retry a failed mission after reading its report) and auto-merge success is never verified.

4 / 5

Progressive Disclosure

The single-file body is well organized into When to Use / Setup / How It Works / Tools / Examples / Guidelines, and at ~110 lines of overview-level content the tool table and workflows are appropriately placed inline. Not 5 because the pointer "(see SECURITY.md on localhost MCP servers)" references a file that is not part of this bundle and is not clearly signaled, leaving navigation ambiguous at that point.

4 / 5

Total

17

/

20

Passed

Description

92%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 strong description: third-person, concise, with four concrete capabilities and an explicit 'Use when' trigger clause tied to distinct phrases. The only gap is modest synonym coverage in trigger terms.

DimensionReasoningScore

Specificity

The description lists four concrete, distinct capabilities — "plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports" — which matches the comprehensive multi-action anchor. Not 4 because coverage of the skill's capability surface is complete rather than having minor gaps.

5 / 5

Completeness

It explicitly answers both questions: the "what" is "Orchestrate multi-agent coding tasks via Claude DevFleet" with concrete actions, and the "when" is the explicit trigger clause "Use when dispatching parallel coding agents across isolated worktrees and tracking their reports". This matches the anchor requiring both what and when with concrete trigger phrases.

5 / 5

Trigger Term Quality

Natural trigger phrases like "multi-agent coding tasks", "parallel coding agents", "isolated worktrees", and "tracking their reports" would plausibly appear in a user request. Not 5 because common synonyms and variations (e.g. "agent fleet", "run agents in parallel", "orchestrate agents", "subagents") are absent; not 3 because several natural terms are present, not just one or two generic ones.

4 / 5

Distinctiveness Conflict Risk

"via Claude DevFleet" plus the worktree/report-specific triggers give it a clear niche with minimal conflict risk against generic coding or orchestration skills. Not 4 because the trigger phrases (parallel agents across isolated worktrees, structured reports) are distinctive enough that overlap with neighboring skills is negligible.

5 / 5

Total

19

/

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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository

affaan-m/ECC

Path

skills/claude-devfleet/SKILL.md

Reviewed

Table of Contents

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