CtrlK
BlogDocsLog inGet started
Tessl Logo

atomise

Atom of Thoughts (AoT) reasoning - decompose complex problems into atomic units with confidence tracking and backtracking. For genuinely complex reasoning, not everyday questions. Triggers on: atomise, complex reasoning, decompose problem, structured thinking, verify hypothesis.

82

2.28x
Quality

82%

Does it follow best practices?

Impact

73%

2.28x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

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.

A well-structured, actionable reasoning-framework skill with a clear sequenced workflow and explicit validation/backtracking loops. The chief weaknesses are minor structural redundancy and a lack of a fully worked end-to-end example.

Suggestions

Consolidate the Core Loop and Execution Guide so the procedure is stated once, and trim the 'Remember' recap to avoid restating points already covered.

Add one fully worked example showing a complete atom tree (P1→R1→H1→V1→C1 with real content) instead of the '...' skeleton in the Output template.

Tighten broad triggers in the description (e.g. 'complex reasoning', 'structured thinking') with more distinctive phrases to reduce overlap with other thinking skills.

DimensionReasoningScore

Conciseness

Lean prose that assumes Claude's intelligence (no over-explanation of chain-of-thought or backtracking basics), but the Core Loop and Execution Guide overlap and the 'Remember' section restates earlier points, so minor trimming is possible.

4 / 5

Actionability

Concrete atom schema, confidence-threshold tables, an output template, and real slash-command examples make the guidance actionable; held back from 5 because the output template is a '...' skeleton with no fully-worked end-to-end atom tree.

4 / 5

Workflow Clarity

The Core Loop is a clearly sequenced DECOMPOSE→SOLVE→VERIFY→CONTRACT→EVALUATE procedure with explicit validation checkpoints (VERIFY/EVALUATE) and a backtrack feedback loop, reinforced by a phased Execution Guide.

5 / 5

Progressive Disclosure

A single self-contained file with well-organized section headers and no nested references; not a 5 because the 5-anchor centers on multi-file reference signaling and there is minor structural redundancy.

4 / 5

Total

17

/

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, well-balanced description that explicitly covers both capability and trigger conditions with concrete phrases. The main weakness is mild overlap risk from broad reasoning-related triggers and slightly narrow action coverage.

DimensionReasoningScore

Specificity

Names the reasoning domain and several concrete actions ('decompose complex problems into atomic units with confidence tracking and backtracking'), but coverage is narrow to a single framework rather than comprehensive.

4 / 5

Completeness

Clearly states what it does (decompose into atomic units with confidence tracking and backtracking) and when to use it ('For genuinely complex reasoning, not everyday questions. Triggers on: ...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Explicit trigger list ('atomise, complex reasoning, decompose problem, structured thinking, verify hypothesis') offers good natural-term coverage, though a few terms lean broad/jargon and some natural synonyms are absent.

4 / 5

Distinctiveness Conflict Risk

The distinctive AoT/atomise framing carves a clear niche, but broad triggers like 'complex reasoning' and 'structured thinking' create minor overlap risk with other thinking/reasoning skills.

4 / 5

Total

17

/

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.

Validation15 / 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
NeverSight/skills_feed
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.