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fable-loop

End-to-end orchestrated workflow that runs a task the way Fable ran sessions - parallel evidence subagents, one committed plan, surgical execution with an intent gate, adversarial verification agents, honest outcome-first report. Use for non-trivial multi-step tasks when the user says "/fable-loop", "run the fable loop", or "do this the way Fable would". For the rules alone without orchestration, use fable-method; for large multi-phase projects, prefer the GSD workflow and use this inside phases.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

A well-structured, concise orchestration loop with clear sequencing and verification checkpoints. It leans heavily on a sibling skill for its rule details and has no bundle files, leaving some load-bearing content external rather than explicitly disclosed.

Suggestions

Inline a one-line definition of the referenced gates (intent, recall, authorization) so the body is self-contained rather than deferring all rules to the sibling fable-method SKILL.md.

Confirm or create the referenced sibling skill path so the external dependency is a real, reachable reference.

Add a compact example of the plan artifact shape so the EXECUTE/VERIFY stages have a concrete anchor.

DimensionReasoningScore

Conciseness

Lean and efficient; assumes Claude's competence (no explaining what a subagent or plan is) and every line carries actionable load with no padding or concept re-explanation.

3 / 3

Actionability

Gives concrete procedural guidance ('spawn... in ONE message', 'one batch plus one follow-up batch is the budget') but it is instruction-style without executable code/commands; the method's intent/recall/authorization gates are referenced rather than spelled out inline.

2 / 3

Workflow Clarity

Four stages are clearly sequenced with explicit checkpoints: a triviality gate, a decision gate after planning, adversarial verification with a hard 3-cycle bound, and an audit-before-report step.

3 / 3

Progressive Disclosure

The body relies on a sibling skill's SKILL.md as an external reference ('read its SKILL.md first') but there are no bundle files present and no in-skill references to load-bearing detail, so the one-level-deep reference is signaled but not actually provided here.

2 / 3

Total

10

/

12

Passed

Description

100%

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, specific description with explicit trigger phrases and clear differentiation from sibling skills. It concisely answers both what the skill does and when to use it without fluff.

DimensionReasoningScore

Specificity

Names multiple concrete orchestration actions: 'parallel evidence subagents', 'one committed plan', 'surgical execution with an intent gate', 'adversarial verification agents', 'outcome-first report'.

3 / 3

Completeness

Explicitly answers both what ('End-to-end orchestrated workflow that runs a task...') and when ('Use for non-trivial multi-step tasks when the user says...') with an explicit 'Use for...' trigger clause.

3 / 3

Trigger Term Quality

Includes natural phrasings a user would say: '"/fable-loop"', '"run the fable loop"', '"do this the way Fable would"', giving good coverage of realistic trigger terms.

3 / 3

Distinctiveness Conflict Risk

Has a clear niche with distinct triggers and explicitly routes adjacent cases to sibling skills ('fable-method', 'GSD workflow'), reducing conflict risk.

3 / 3

Total

12

/

12

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
Sahir619/fable-method
Reviewed

Table of Contents

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