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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

69%

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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

56%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 presents a coherent, well-sequenced orchestration workflow with strong command syntax and explicit validation/recovery checkpoints. Its weaknesses are two large decorative ASCII diagrams that inflate token cost, pseudocode and un-invoked script listings that leave execution details implicit, and a References section pointing at two files that do not exist in the bundle.

Suggestions

Replace the ~80-line ASCII phase diagram and the multi-session diagram with a compact phase summary (a short list or table); the same information is already carried by the Commands and State Detection sections.

Add concrete invocation guidance: show how to run scripts such as scripts/master_orchestrator.py and scripts/session_detector.py (e.g., a working command line and expected arguments) instead of a bare file listing and the illustrative detect_state() pseudocode.

Fix the References section: either add the missing references/STATE-MACHINE.md and references/TROUBLESHOOTING.md files or remove those entries, and trim the inlined command details that duplicate references/COMMANDS.md.

DimensionReasoningScore

Conciseness

Roughly 80 lines of ASCII box-drawing for the phase flow, plus a second multi-session diagram, restate information already conveyed compactly by the Commands, State Detection, and Skill Dependencies sections. The prose itself is tight, so this is trimmable padding rather than severe verbosity, matching anchor 3 rather than 2.

3 / 5

Actionability

Command syntax, examples, the files table, and the config JSON are concrete, but detect_state() is illustrative pseudocode, the Scripts section lists files without any invocation example, and how the 16 sub-skills are actually engaged is never shown. This matches anchor 3 ('some concrete guidance but incomplete; pseudocode instead of executable code') rather than 4.

3 / 5

Workflow Clarity

The four phases are clearly sequenced with explicit checkpoints (TDD verify, handoff at 85% context, rollback on unrecoverable failure) and genuine feedback loops (retry with backoff, debug-fix-retry, rollback-skip-continue, error-to-solution storage). It falls short of anchor 5 because steps like checkpoint creation and the rollback command lack validation details.

4 / 5

Progressive Disclosure

Sections are well organized and references are clearly signaled, but two of the three cited reference files (references/STATE-MACHINE.md and references/TROUBLESHOOTING.md) are missing from the bundle, and the inlined command documentation duplicates content in references/COMMANDS.md. This fits anchor 3 ('could be better organized') rather than 4, since broken reference targets undermine navigation.

3 / 5

Total

13

/

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 'Use when...' clause and natural trigger phrases covering the three main commands. Its main weakness is the 'what' half: 'Master orchestrator' conveys the role without naming any concrete capabilities, so a reader learns when to use the skill more clearly than what it does.

DimensionReasoningScore

Specificity

The description names the domain ('Master orchestrator for autonomous coding projects') but its only capability verb is the vague 'orchestrates'; no concrete actions like implementing features, running TDD, or managing handoffs are stated. It matches anchor 3 (domain plus limited actions) rather than 4, which requires several specific listed actions.

3 / 5

Completeness

Both parts are present: the 'what' ('Master orchestrator for autonomous coding projects') and an explicit multi-clause 'Use when...' trigger. It sits at anchor 4 rather than 5 because the 'what' is a single vague noun phrase without concrete capability verbs.

4 / 5

Trigger Term Quality

Phrases like 'starting autonomous projects', 'continuing sessions', 'checking status', and 'running complete autonomous workflows' are natural things a user would say and cover all three core commands. It falls short of anchor 5 because common synonyms such as 'resume' or 'run in the background' are absent.

4 / 5

Distinctiveness Conflict Risk

The description is scoped to autonomous coding with command-specific triggers ('autonomous', start/continue/status), giving it a clear niche with minimal conflict risk. It is not a 5 because generic phrasing like 'running complete autonomous workflows' could overlap with other automation skills.

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

.claude/skills/autonomous-master/SKILL.md

Reviewed

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