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context-optimizer

Optimize token usage and context management. Use when sessions feel slow, context is degraded, or you're running out of budget.

63

Quality

79%

Does it follow best practices?

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SecuritybySnyk

Passed

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

Quality

Content

82%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 dense, highly actionable reference with concrete commands, thresholds, and tables throughout, and no padding. The main improvement opportunities are consolidating the duplicated subagent guidance and adding a verification/re-check step to the degraded-context recovery flow.

DimensionReasoningScore

Conciseness

The body is lean — tables for strategies and budgets, code blocks for config, no explanation of concepts Claude already knows. Minor trimmable filler remains ('The main session stays clean while subagents handle the volume') and subagent delegation appears in both the strategy table and its own section, keeping it below anchor 5.

4 / 5

Actionability

Concrete, executable guidance throughout: exact commands (/context, /compact, /mcp, /resume), a copy-paste settings JSON block, numeric thresholds (>70%, >90%, <10 MCPs, <80 tools), and tool-call budgets (20–80). Coverage spans diagnosis, immediate action, configuration, and recovery.

5 / 5

Workflow Clarity

'Quick Diagnosis' is a numbered sequence with explicit percentage checkpoints, and 'When Context Is Degraded' gives an ordered escalation (compact → new session → config changes). Not 5 because the middle sections are parallel strategy lists rather than a sequenced workflow, and the degraded-context recovery has no re-check step to confirm the fix worked.

4 / 5

Progressive Disclosure

No bundle files exist, and the ~110-line body is organized into clearly labeled sections with a diagnostic entry point up top. Everything is appropriately inlined for a skill this size; minor gaps (behavioral token-efficiency rules could live in a reference file if the skill grows) keep it below a clear-overview-with-signaled-references score of 5.

4 / 5

Total

17

/

20

Passed

Description

65%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 has a clear, explicit trigger clause in third person, but the capability statement is generic. Naming the two or three concrete optimization actions (compaction, MCP auditing, subagent delegation) would lift both specificity and completeness.

Suggestions

Enumerate concrete capabilities after the domain, e.g. 'Run /context diagnosis, compact at thresholds, audit MCP overhead, and delegate high-output work to subagents.'

Add natural trigger synonyms users actually say, such as 'context window is full', 'out of tokens', or 'session is lagging'.

Keep the 'Use when...' clause but anchor it to observable signals (e.g. '/context shows >70%') so the trigger is both explicit and specific.

DimensionReasoningScore

Specificity

The description states 'Optimize token usage and context management', which names the domain but relies on generic verbs — no concrete actions (compact, audit MCPs, delegate to subagents, trim CLAUDE.md) appear. It sits below anchor 3 ('names domain and 1-2 concrete actions') because no specific capability is enumerated.

2 / 5

Completeness

Both halves are present: a 'what' ('Optimize token usage and context management') and an explicit 'when' clause with three triggers. Not 5 because the 'what' is generic rather than concrete, and not 3 because the 'when' is explicitly stated rather than merely implied.

4 / 5

Trigger Term Quality

'Use when sessions feel slow, context is degraded, or you're running out of budget' contains natural phrases a user would say. Not 5 because common variations like 'context window is full', 'compact', 'token limit', or 'running out of context' are missing.

4 / 5

Distinctiveness Conflict Risk

The context/token-budget niche is fairly distinct, and triggers tied to session slowness and degraded context are unlikely to fire for unrelated skills. Minor overlap risk with general performance or prompt-engineering skills keeps it below 5.

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

rohitg00/pro-workflow

Path

skills/context-optimizer/SKILL.md

Reviewed

Table of Contents

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