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pipeline

Run an Interpretable Context Methodology (ICM) staged folder pipeline with human check gates and edit surfaces. Use for multi-stage debate-build or review-fix workflows.

Quality

79%

Does it follow best practices?

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SecuritybySnyk

Passed

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Fix and improve this skill with Tessl

tessl review fix ./skills/pipeline/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

86%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 lean, fully executable quick-start that shows the complete command lifecycle with sensible binary fallback resolution. Its only weakness is coverage at the decision points: the human check gate and edit surfaces promised in the description have no corresponding instruction, and only one of the two advertised templates is demonstrated.

DimensionReasoningScore

Conciseness

The body is one orienting sentence plus a single executable code block with no padding, no explanation of concepts Claude already knows, and no fluff. The four-line QBIN fallback chain is functional robustness rather than over-explanation, so every token earns its place.

5 / 5

Actionability

The code block is copy-paste ready with real commands and flags (init with --template/--goal, status, advance, walk) plus executable binary-resolution logic. Minor gaps keep it below level 5: only the debate-build template is shown although the frontmatter also promises review-fix workflows, and there is no guidance on what to actually do when the pipeline 'pauses at human check gate'.

4 / 5

Workflow Clarity

The sequence is clearly numbered (Initialize → Check Status → Advance → Audit) with an explicit status checkpoint, and the gate pause is surfaced in a comment. It is not level 5 because there is no feedback loop or instruction for the human at the check gate — what to review, how to edit the 'edit surfaces', and when to resume are left implicit.

4 / 5

Progressive Disclosure

The skill is under 50 lines with no bundle files (references/, scripts/, assets/ are absent), nothing inlined that belongs in a separate file, and a single well-ordered heading with numbered steps — matching the simple-skill case where a short, self-contained, well-organized body earns the top score without external references.

5 / 5

Total

18

/

20

Passed

Description

62%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.

The description correctly separates what the skill does from when to use it and stakes out a distinct niche, but it is jargon-heavy (ICM, edit surfaces) and omits the tool's natural name (Quintet) and its concrete operations. It reads as written for someone who already knows the methodology rather than as a trigger surface for a user describing their need.

Suggestions

Add 1-2 concrete operations to the what-clause (e.g., 'Initialize, advance through human check gates, and audit staged pipelines') so capabilities are more than a single generic 'Run' action.

Include natural trigger terms users would actually say — especially the tool name 'Quintet' (e.g., 'Use when the user mentions Quintet, debate-build, or review-fix pipelines').

Replace or gloss the undefined jargon 'edit surfaces' with plain capability language, since it neither triggers recall nor communicates a concrete action.

DimensionReasoningScore

Specificity

The description names its domain ("Interpretable Context Methodology (ICM) staged folder pipeline") and a couple of concrete elements ("human check gates and edit surfaces"), but lists only one generic action ("Run") — it never names the actual operations (init, status, advance, audit) or what the stages do. It exceeds the level-2 anchor (bare domain naming with minimal actions) but falls short of level 4's 'several specific actions with minor gaps'.

3 / 5

Completeness

Both parts are present: the 'what' ("Run an ICM staged folder pipeline with human check gates and edit surfaces") and an explicit 'when' clause ("Use for multi-stage debate-build or review-fix workflows"), so it is not capped at 3. It falls short of level 5 because the 'when' lacks concrete trigger phrases (no "when the user mentions..." formulation) and the 'what' leans on undefined jargon ("edit surfaces") rather than concrete capabilities.

4 / 5

Trigger Term Quality

Relevant niche keywords are present ("staged folder pipeline", "multi-stage debate-build or review-fix", "human check gates"), but common variations and the tool's own name "Quintet" are missing — a user asking for this skill would most naturally say "quintet" or "run my quintet pipeline". Level 4 requires good coverage with only a few natural terms missing; the omission of the primary tool name keeps this at 'some relevant keywords but missing common variations or synonyms'.

3 / 5

Distinctiveness Conflict Risk

The niche is mostly distinct — "ICM staged folder pipeline" and "debate-build" are unusual terms unlikely to collide with other skills — but "review-fix workflows" and the bare skill name "pipeline" carry minor overlap risk with general code-review or CI pipeline skills. Not level 5, since a user asking generically to "review and fix" something could plausibly trigger this over a dedicated review skill.

4 / 5

Total

14

/

20

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

salemaziel/omc-octo-quintet

Path

skills/pipeline/SKILL.md

Reviewed

Table of Contents

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