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autonomous-master

Master orchestrator for autonomous coding projects. Use when starting autonomous projects, continuing sessions, checking status, or running complete autonomous workflows.

60

Quality

72%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./.claude/skills/autonomous-master/SKILL.md

The canonical home for this skill is autonomous-master in fernandezbaptiste/Skrillz

SKILL.md
Quality
Evals
Security

Quality

Content

70%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 lays out a well-sequenced, validated multi-phase workflow with concrete commands and code, but it is padded with heavy ASCII diagrams and suffers from broken reference navigation (2 of 3 referenced files missing).

Suggestions

Create the missing references/STATE-MACHINE.md and references/TROUBLESHOOTING.md (or remove the dangling links) so signaled navigation is not broken.

Replace the large ASCII 'How It Works' and 'Multi-Session Workflow' box diagrams with concise prose or a compact list to reduce token padding.

Add concrete script invocations (e.g., `python scripts/master_orchestrator.py ...`) alongside the script listing so the orchestration entry points are directly executable.

DimensionReasoningScore

Conciseness

Mostly efficient with clear sections, but the large ASCII box diagrams ("How It Works", "Multi-Session Workflow", "Skill Dependencies" tree) and restating of TDD's RED/GREEN/REFACTOR are padding that could be tightened into prose.

3 / 5

Actionability

Provides concrete command syntax with examples ("autonomous start: [spec]"), a real `detect_state()` Python function, and a concrete config JSON; minor gaps include no actual `python scripts/...` invocation examples for the orchestrator scripts.

4 / 5

Workflow Clarity

The four phases are clearly sequenced with explicit validation (VERIFY runs E2E tests), checkpoints for rollback, and feedback loops for error recovery (FAIL → attempt recovery → rollback/skip), matching the top anchor.

5 / 5

Progressive Disclosure

Section structure is reasonable and one-level-deep references are signaled, but two of three referenced files (STATE-MACHINE.md, TROUBLESHOOTING.md) do not exist and bulk content (diagrams, dependency tree) is inlined rather than split out.

3 / 5

Total

15

/

20

Passed

Description

75%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 solid, third-person description that explicitly pairs a 'what' with a multi-trigger 'Use when' clause and concrete actions. It is held below top marks by the slightly abstract 'Master orchestrator' phrasing and a few missing trigger synonyms.

DimensionReasoningScore

Specificity

Names the domain ("autonomous coding projects") and lists several concrete actions — "starting autonomous projects, continuing sessions, checking status, or running complete autonomous workflows" — with only minor coverage gaps.

4 / 5

Completeness

Answers both what ("Master orchestrator for autonomous coding projects") and when (explicit "Use when..." clause with four triggers); the 'what' is somewhat abstract, keeping it just below the top anchor.

4 / 5

Trigger Term Quality

Includes natural trigger phrases users would say ("starting autonomous projects", "continuing sessions", "checking status") with good coverage, though a few synonyms/variations are missing.

4 / 5

Distinctiveness Conflict Risk

The autonomous-coding orchestrator niche with these specific triggers is mostly distinct, with only minor overlap risk against the 16 sibling skills it orchestrates.

4 / 5

Total

16

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

referenced_paths_exist

Referenced path issues: 2 missing

Warning

Total

14

/

16

Passed

Repository
fernandezbaptiste/Skrillz
Reviewed

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