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skill-thought-partner

Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration

60

Quality

70%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./.claude/skills/skill-thought-partner/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

81%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 strong example of an instruction-only skill: phases, scripts, question banks, redirect handling, error recovery, and a mandatory export format make it immediately actionable with clear validation and feedback loops. The main costs are redundancy (the ASCII diagram restates the phase structure) and the lack of any reference-file split, which pushes the always-loaded context toward 450 lines.

Suggestions

Remove the ~30-line ASCII phase diagram — it duplicates the four phase sections that immediately follow it, cutting the largest redundancy for conciseness.

Trim or drop 'The Bottom Line' section; its motivational framing adds no operational guidance beyond the DO/DON'T table.

Move the Phase 4 session-export template (roughly 90 lines) into a one-level-deep reference file (e.g., references/export-template.md) and replace it with a short pointer, keeping the always-loaded SKILL.md lean.

DimensionReasoningScore

Conciseness

Most of the body earns its tokens — verbatim session scripts, question phrasings, and response tables are operational content Claude cannot invent — but the ~30-line ASCII phase diagram duplicates the four phase sections that follow it, and 'The Bottom Line' section is motivational padding. This fits anchor 3 ('mostly efficient but includes some unnecessary explanation or could be tightened') rather than anchor 4's minor trimming only.

3 / 5

Actionability

For an instruction-only skill, the guidance is fully executable: an exact opening script, verbatim question banks per technique, a worked challenge-dialogue example, exact redirect response pairs, error-recovery scripts, and a mandatory copy-paste-ready export template. Nothing is left as vague direction, matching anchor 5 ('copy-paste ready; specific examples cover the common cases').

5 / 5

Workflow Clarity

Four phases are explicitly sequenced (Opening → Guided Exploration → Concept Crystallization → Session Export) with when-to-advance guidance ('when sufficient insights have emerged', 'know when to stop'), explicit validation steps in Phase 3 (test names collaboratively, validate the insight), and dedicated feedback loops for error recovery (redirect handling table, conversation-goes-flat, user-gets-stuck, insufficient-material sections). No destructive or batch operations, so no validation cap applies; this matches anchor 5.

5 / 5

Progressive Disclosure

No bundle files exist, so all content lives in a single well-sectioned SKILL.md with clear headers and internal flow; the rubric's simple-skill exception does not apply at ~450 lines. Structure is good and content is mostly appropriately placed, but a few large blocks (the Phase 4 output template and possibly the four technique write-ups) could move to one-level-deep reference files to slim the always-loaded context — matching anchor 4's 'minor organization gaps' rather than anchor 5's clear overview-plus-references split.

4 / 5

Total

17

/

20

Passed

Description

58%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 follows the good pattern of stating what the skill does plus a 'use for' clause, and the named techniques add specificity and personality. However, the trigger terms are thin relative to the rich trigger guidance in the frontmatter's separate 'trigger' field, and the 'when' clause ('ideation and exploration') is generic enough to risk overlap with other exploration-oriented skills.

Suggestions

Fold natural trigger phrases from the frontmatter 'trigger' field into the description itself (e.g., 'use when the user says brainstorm, help me think through this, explore my ideas, or wants a thought partner') so the description carries its own trigger coverage.

Broaden the 'what' beyond two techniques — e.g., add naming unnamed concepts and contrast creation, or mention the session export with named-concepts dictionary — to improve completeness and specificity.

Sharpen the 'when' clause to distinguish from neighbors (e.g., 'for creative ideation, not technical research or implementation planning') to reduce conflict risk.

DimensionReasoningScore

Specificity

The description names the creative-brainstorming domain and two concrete techniques ('pattern spotting and paradox hunting'), but omits the other two core techniques from the body (Naming the Unnamed, Contrast Creation) and does not describe the session output. This matches 'names domain and 1-2 concrete actions, but not comprehensive' rather than 4, which requires several listed actions with only minor gaps.

3 / 5

Completeness

Both parts are present: the 'what' is 'Brainstorm creatively with pattern spotting and paradox hunting' and the 'when' is an explicit 'use for ideation and exploration' clause. The 'when' is present but generic — it names activities rather than concrete trigger phrases, matching anchor 4 ('when' could be more explicit or specific) and falling short of anchor 5's concrete trigger phrases like 'use when the user mentions X'.

4 / 5

Trigger Term Quality

'Brainstorm', 'ideation', and 'exploration' are relevant keywords, but common natural phrases users would say ('help me think through this', 'explore ideas', 'fresh perspective', 'thought partner') are missing from the description itself. Keyword coverage exists but lacks synonyms and variations, fitting anchor 3 rather than 4's 'good keyword coverage'.

3 / 5

Distinctiveness Conflict Risk

'Pattern spotting and paradox hunting' gives the skill a distinctive flavor, but 'brainstorm', 'ideation', and 'exploration' are broad terms that overlap with general ideation, research, and discovery skills. It is somewhat specific but could still overlap with similar skills (anchor 3), not the mostly-distinct profile of anchor 4.

3 / 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
nyldn/claude-octopus
Reviewed

Table of Contents

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