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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.

Quality

66%

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tessl review fix ./skills/autonomous-master/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

48%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 orchestration design is well thought out — clear phases, checkpoints, rollback, and error recovery — and the command interface is concrete. But the body spends ~40% of its tokens on ASCII art, gives no runnable examples of the bundled scripts, and points to two reference files that are missing from the bundle.

Suggestions

Replace the three ASCII diagrams (phase flow, multi-session, status box mockup) with compact step lists or short prose — the Commands and State Detection sections already carry the same information, so the body could shrink by roughly 40%.

Drop the TDD RED/GREEN/REFACTOR explanation (Claude already knows TDD) and instead show how to actually run the bundled scripts, e.g. a one-line usage example with arguments for scripts/master_orchestrator.py and scripts/command_parser.py, plus an executable version of detect_state().

Fix the broken references: references/STATE-MACHINE.md and references/TROUBLESHOOTING.md are listed in the References section but missing from the bundle — either create them (moving the inlined state-machine and error-recovery detail there) or remove the dead links.

DimensionReasoningScore

Conciseness

Roughly 120 of the ~300 body lines are decorative ASCII art (the 80-line phase diagram, multi-session diagram, and status-box mockup) that largely duplicates the Commands and State Detection sections. It also re-explains TDD ("RED: Write failing test, GREEN: Implement to pass, REFACTOR: Clean up") — a concept Claude already knows — putting it noticeably below the mostly-efficient midpoint.

2 / 5

Actionability

The command syntax, config JSON, and files-created table are concrete, but the "detect_state()" snippet is non-executable pseudocode (undefined exists()/load() helpers) and the five bundled scripts are listed with no usage example or arguments. This matches 'some concrete guidance but incomplete; pseudocode instead of executable code; missing key details' rather than level 4's 'minor gaps'.

3 / 5

Workflow Clarity

The four-phase sequence is clear and includes explicit checkpoints (CREATE CHECKPOINT, VERIFY via E2E tests) plus a genuine feedback loop (If FAIL: attempt recovery, rollback, skip; store error→solution). It falls short of level 5 because verification steps name E2E tests without any runnable command or validation procedure.

4 / 5

Progressive Disclosure

Sections are well organized with dedicated, clearly signaled Scripts and References lists, but 2 of the 3 referenced files (references/STATE-MACHINE.md and references/TROUBLESHOOTING.md) do not exist in the bundle, so the navigation is broken. Additionally, heavy content (the giant phase diagram, state-machine detail) that should live in those reference files is inlined in SKILL.md.

3 / 5

Total

12

/

20

Passed

Description

70%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 description with an explicit and well-phrased 'Use when...' clause covering all four entry commands. The main weakness is that the 'what' side stays abstract — 'Master orchestrator' conveys scope but not any concrete capability or output.

DimensionReasoningScore

Specificity

The description names the domain ("autonomous coding projects") and a handful of actions ("starting autonomous projects, continuing sessions, checking status"), but "Master orchestrator" is abstract and no concrete outputs or artifacts are stated. It fits 'names domain and 1-2 concrete actions, but not comprehensive' better than level 4, which expects several specific actions.

3 / 5

Completeness

It has an explicit "Use when..." clause with concrete triggers and a 'what' ("Master orchestrator for autonomous coding projects"), but the 'what' is thin — it never states what the orchestrator actually does or produces (e.g., implements projects from spec to working code). Level 5 requires both what and when to be fully explicit.

4 / 5

Trigger Term Quality

"starting autonomous projects", "continuing sessions", and "running complete autonomous workflows" are natural phrases a user would say when they need this skill. It falls short of level 5 because common variations are missing (e.g., "resume", "run autonomously", "hands-off") and "checking status" is generic on its own.

4 / 5

Distinctiveness Conflict Risk

"Autonomous coding projects" carves a fairly distinct niche with distinct trigger phrases, so overlap risk is minor. It is not level 5 because "continuing sessions" and "checking status" could plausibly collide with session-management or generic status skills in the same bundle.

4 / 5

Total

15

/

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.

Validation — 14 / 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

Path

skills/autonomous-master/SKILL.md

Reviewed

Table of Contents

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