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context-management-context-save

Use when working with context management context save

Quality

41%

Does it follow best practices?

Run evals on this skill

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-management-context-save/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

36%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 a buzzword-heavy design document: it lists strategy names and vague bullets rather than executable guidance, its workflows lack concrete steps and validation, and it spends significant tokens on filler sections. Its redeeming qualities are the honest limitations/security paragraph and the concrete JSON schema example.

Suggestions

Replace vague strategy bullets with concrete guidance: name actual libraries/commands (e.g., a specific embedding call or storage CLI) or explicitly scope the skill as a design checklist and cut the rest.

Add validation checkpoints to the workflows (e.g., verify the context fingerprint against source state before archiving, and a re-check step after restore) so the capture/restore sequence is executable.

Trim the circular 'Use this skill when'/'Do not use' boilerplate, 'Advanced Integration Capabilities', and 'Future Roadmap' sections to reclaim token budget for actionable content.

DimensionReasoningScore

Conciseness

Noticeably verbose with several padded sections — buzzword bullets ('Use advanced compression algorithms', 'Create ontological representations'), circular filler in 'Use this skill when'/'Do not use', and speculative 'Future Roadmap' content — though the genuinely non-obvious privacy and lossiness disclaimers keep it above anchor 1.

2 / 5

Actionability

Some concrete guidance exists (input parameters, a valid JSON schema, named vector databases), but the Python examples are pseudocode calling undefined functions like extract_project_metadata() and semantic_compression(), matching the anchor for pseudocode instead of executable code with missing key details.

3 / 5

Workflow Clarity

Both 'Reference Workflows' present only a rough, abstract sequence ('Detect significant architectural changes', 'Generate semantic embeddings') with no commands, tools, or validation checkpoints for operations that write, version, and archive context artifacts, matching the anchor for poorly defined steps with validation absent.

2 / 5

Progressive Disclosure

Section headers are clear, but the skill is a single inline design document (no references/, scripts/, or assets/ exist) whose strategy catalogs, schema example, and roadmap could be trimmed or split into one-level-deep reference files, matching the anchor for some structure but better organization possible.

3 / 5

Total

10

/

20

Passed

Description

20%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 a circular restatement of the skill name with no capability statement and only a garbled 'when' clause. It tells neither Claude nor the user what the skill actually does, and its vague keywording creates high overlap risk with other context-related skills.

Suggestions

Add a third-person capability statement, e.g. 'Captures, serializes, and restores project context (architecture decisions, dependency graphs, semantic tags) across sessions'.

Replace the circular 'Use when working with context management context save' with natural trigger phrases such as 'Use when the user wants to save or restore session/project context, persist decisions between sessions, or hand off context to another agent'.

Include synonyms and concrete artifacts (context snapshots, context fingerprints, vector-store retrieval) to distinguish this skill from general memory or summarization skills.

DimensionReasoningScore

Specificity

The description 'Use when working with context management context save' states no concrete action whatsoever — it is a circular restatement of the skill name, matching the anchor for entirely vague, pure abstract language with no concrete actions.

1 / 5

Completeness

Only a 'when' clause is present with no 'what' — the pattern 'Use when working with X' without any capability statement exactly matches the anchor example 'Use when working with documents', and no 'what' is present even weakly, ruling out a 3.

2 / 5

Trigger Term Quality

Only one or two jargon-derived keywords ('context management', 'context save', awkwardly duplicated) appear, with none of the natural phrases a user would say like 'save session context' or 'persist project state between sessions'.

2 / 5

Distinctiveness Conflict Risk

The generic, name-circular phrasing would overlap with virtually any context-management, memory, or session-persistence skill, matching the anchor for very broad scope with high overlap risk.

2 / 5

Total

7

/

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

sickn33/agentic-awesome-skills

Path

skills/context-management-context-save/SKILL.md

Reviewed

Table of Contents

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