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reflect-session

Reflect on the current session, extract learnings, and consolidate them into Hindsight for future recall.

66

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is a tight, well-structured reflection workflow with concrete categories, a reusable template, and clear validation checkpoints. It is an efficient, actionable instruction skill with little to improve.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: numbered steps, a compact presentation template, and a short 'Important' section with no concept-padding or fluff, matching the level-3 anchor.

3 / 3

Actionability

It gives concrete, actionable guidance — explicit learning categories, a copy-paste presentation template, and specific retain/confirm steps; per the rubric notes, an instruction-only skill is not penalized for lacking code when guidance is this actionable.

3 / 3

Workflow Clarity

The six steps are clearly sequenced with an explicit validation checkpoint (step 4, user review of learnings) and a confirmation feedback loop (step 6), matching the level-3 anchor.

3 / 3

Progressive Disclosure

This is a simple, single-purpose skill under ~50 lines with well-organized sections and no need for external references, so progressive disclosure scores 3 per the simple-skills scoring note.

3 / 3

Total

12

/

12

Passed

Description

57%

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 cleanly states a distinct purpose but is missing explicit trigger guidance and more concrete action verbs. Adding a 'Use when...' clause with natural user phrases would raise completeness and trigger-term quality.

Suggestions

Add an explicit trigger clause such as 'Use when wrapping up a session, when the user asks to reflect on or save what was learned, or before ending a long conversation.'

Make the actions more concrete, e.g. 'review the conversation, classify each insight (mental model, gotcha, decision, etc.), and store it via the Hindsight retain tool.'

Include natural keyword variations users would say ('reflect on this session', 'save what we learned', 'retro', 'lessons learned') to improve trigger-term coverage.

DimensionReasoningScore

Specificity

It names actions ('Reflect on the current session, extract learnings, and consolidate them into Hindsight') but they are abstract rather than a list of multiple concrete actions, matching the level-2 anchor; it is not level 3 because the actions lack specific, granular verbs.

2 / 3

Completeness

It states what the skill does, but 'when' is only implied via 'for future recall' with no explicit 'Use when...' trigger guidance, which caps completeness at 2 per the judging guidelines.

2 / 3

Trigger Term Quality

'session' and 'learnings' are natural terms a user might say, but coverage is thin and missing common variations; it is not level 3 because there is no broad set of natural trigger phrases, and not level 1 because the keywords present are user-relevant.

2 / 3

Distinctiveness Conflict Risk

The Hindsight/session-reflection niche is clearly distinct and unlikely to trigger for unrelated skills; it is not level 2 because the domain is specific rather than broadly overlapping.

3 / 3

Total

9

/

12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
AndreJorgeLopes/devflow
Reviewed

Table of Contents

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