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replay-learnings

Surface past learnings relevant to the current task before starting work. Searches correction history, recalls past mistakes, and applies prior patterns. Use when starting a task, saying "what do I know about", "previous mistakes", "lessons learned", or "remind me about".

88

1.54x
Quality

85%

Does it follow best practices?

Impact

94%

1.54x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

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 compact, well-structured instruction-only skill with executable grep commands, a concrete output template, and sensible guardrails. The main gaps are the unspecified mechanism for querying session history and a missing relevance-validation checkpoint in the workflow.

Suggestions

Add a concrete command or method for checking session history and computing the correction rate in step 3.

Add a validation step confirming each surfaced learning genuinely matches the task keywords before ranking it in the briefing.

Define or drop the 'scout agent' reference in step 5.

DimensionReasoningScore

Conciseness

Lean throughout: terse numbered steps, bare grep commands, one-line guardrails, and a single-sentence framing line. No concepts Claude already knows are explained and nothing meaningful to trim.

5 / 5

Actionability

Provides copy-paste-ready grep commands and a concrete output template, but step 3 ('Check session history for similar work — what was the correction rate?') gives no command or mechanism for accessing session history, and the 'scout agent' in step 5 is undefined.

4 / 5

Workflow Clarity

Clear 5-step sequence with an explicit no-match fallback branch and guardrails covering the empty-result case. Falls short of 5 because there is no checkpoint validating that surfaced learnings genuinely match the task before presenting them.

4 / 5

Progressive Disclosure

A self-contained skill with no bundle files and no external references, organized into clear sections (Trigger, Workflow, Output, Guardrails); the simple-skill exception applies.

5 / 5

Total

18

/

20

Passed

Description

83%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.

A strong description: third-person, concise, with a clear what and an explicit 'Use when' clause carrying natural trigger phrases. Minor room to improve in trigger synonym coverage and distinctiveness of the broad 'starting a task' trigger.

Suggestions

Broaden trigger coverage with common synonyms such as 'recall', 'past feedback', or 'what went wrong last time'.

Tighten distinctiveness by qualifying the task-start trigger, e.g. 'Use when starting a task and asking what is already known about it'.

DimensionReasoningScore

Specificity

Names the domain (past learnings/correction history) and lists three concrete third-person actions ('Searches correction history, recalls past mistakes, and applies prior patterns'), but 'applies prior patterns' is generic and the surfaced output is not described, leaving minor coverage gaps short of a 5.

4 / 5

Completeness

Explicitly answers both what ('Searches correction history, recalls past mistakes, and applies prior patterns') and when ('Use when starting a task, saying "what do I know about"...') with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

Includes several natural phrases users would actually say ('what do I know about', 'previous mistakes', 'lessons learned', 'remind me about'), but misses common variations such as 'recall', 'past feedback', or 'what went wrong last time'.

4 / 5

Distinctiveness Conflict Risk

'Past learnings' and 'correction history' carve a distinct niche, but the 'Use when starting a task' trigger is broad and could overlap with other task-initiation or memory-related skills.

4 / 5

Total

17

/

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
Reviewed

Table of Contents

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