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context-shunt

Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context (token savings)

56

Quality

70%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/context-shunt/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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 is concise, actionable, and clearly organized as a decision guide, with executable bulk-read examples and concrete configuration; its main weakness is a referenced template file that is not present in the bundle.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence (e.g. "A shunt answer is for understanding, not for producing a diff"), with only minor instances that could be trimmed such as the aside distinguishing whole-turn routing.

4 / 5

Actionability

It gives concrete, copy-paste-ready commands ("bulk-read \"how does token refresh work?\" src/auth/session.ts" and "get_code_snippet(qualified_name)") plus env-var defaults, with only minor gaps since the custom tools are assumed present.

4 / 5

Workflow Clarity

The Decision section lays out clear, unambiguous branches (read raw vs shunt vs graph) for a single-purpose decision skill; there are no destructive or batch operations requiring validation checkpoints, so the simple-skill path applies, though it is a decision matrix rather than a sequenced multi-step workflow.

4 / 5

Progressive Disclosure

Sections (Decision, Usage, Configuration) are well organized and the one reference to `templates/shunt.conf` is clearly signaled and one level deep, but no bundle directories (references/, scripts/, assets/) actually exist, so the referenced file is a dangling path — a minor organization gap.

4 / 5

Total

16

/

20

Passed

Description

53%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 is specific and distinguishable but is missing an explicit trigger/when clause and uses imperative rather than third-person voice, capping both completeness and specificity at the midpoint.

Suggestions

Rewrite in third person ("Offloads large or multi-file reads to a cheap worker model...") to satisfy the voice guideline.

Add a "Use when..." clause naming concrete triggers, e.g. reading large logs, scanning generated output, or answering questions across many files.

Add user-natural synonyms (e.g. "big files", "long logs", "save tokens") to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

The description names a concrete mechanism ("Offload large / multi-file reads to a cheap worker model so raw files never enter Claude's context") but states essentially one capability rather than several distinct actions; it is also written in imperative ("Offload") rather than third-person voice ("Offloads"), which costs a point per the voice guideline.

3 / 5

Completeness

The "what" is clear (offload reads to a cheap worker model for token savings) but there is no "Use when..." clause or equivalent trigger guidance in the description field, which caps completeness at 3 per the rubric guideline.

3 / 5

Trigger Term Quality

It surfaces some natural phrases a user might say ("large / multi-file reads", "token savings") but leans technical ("worker model", "context") and lacks common synonyms or file-type triggers, placing it at the some-relevant-keywords anchor.

3 / 5

Distinctiveness Conflict Risk

The niche is specific (offloading tool-call reads to a worker model for token savings) and clearly distinct from generic file skills, with only minor overlap risk against whole-turn routing skills.

4 / 5

Total

13

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository

alinaqi/maggy

Path

skills/context-shunt/SKILL.md

Reviewed

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