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nbj-ob1-agent-memory-openclaw

Use Nate Jones OB1 Agent Memory from OpenClaw with provenance, scope, review, and use-policy discipline.

56

Quality

64%

Does it follow best practices?

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tessl review fix ./integrations/openclaw-agent-memory/plugin/skills/openclaw-agent-memory/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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 lean, well-structured, instruction-only skill with concrete tool names, parameters, and a clear recall-to-writeback workflow gated by use_policy and conflict rules. Its main gaps are minor redundancy in the evidence-vs-instruction rules and the absence of an example invocation or an explicit recall-validation checkpoint.

DimensionReasoningScore

Conciseness

The body is mostly efficient: it lists exact tool names, parameter lists, write-back categories, and use_policy fields without explaining concepts Claude already knows, with only minor redundancy between the two evidence-vs-instruction paragraphs (lines 66 and 68), fitting the efficient-with-minor-trimming anchor.

4 / 5

Actionability

Guidance is concrete and executable for an instruction-only skill, naming specific tools (openbrain_recall, openbrain_writeback) with exact parameters and categories plus use_policy field semantics, but it stops short of a copy-paste example invocation, matching mostly-executable-with-minor-gaps rather than fully copy-paste ready.

4 / 5

Workflow Clarity

The process is clearly sequenced (Pre-Task Recall with use_policy/conflict gates -> work -> Post-Task Write-Back with do/don't lists -> Usage Reporting) with most checkpoints present; it lacks an explicit recall-success validation step, placing it just below the explicit-validation-with-feedback-loops anchor at 5.

4 / 5

Progressive Disclosure

The body is well-organized with clear section headers and no nested references (no bundle files exist to verify against), and the two specialized modes are reasonably scoped inline, fitting good-structure-with-minor-organization-gaps rather than the fully one-level-deep reference pattern at 5.

4 / 5

Total

16

/

20

Passed

Description

53%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 clearly identifies a niche system and its governing disciplines but omits an explicit "Use when..." trigger clause, which caps completeness and dampens trigger-term quality. It is distinct and low-conflict, yet reads more as a governed capability statement than a trigger-rich invocation summary.

Suggestions

Add an explicit 'Use when...' clause naming concrete trigger situations, e.g. 'Use when an OpenClaw task has access to OB1 Agent Memory tools and needs recall or write-back.'

Include natural user-facing synonyms/variants (e.g. 'agent memory', 'recall', 'write-back', 'OpenClaw continuity') alongside the proper nouns to improve trigger-term coverage.

Convert the governed-use framing into one or two concrete actions (e.g. 'Recall prior context before work; write back compact provenance-labeled memory after') to lift specificity.

DimensionReasoningScore

Specificity

The description names the concrete system ("Nate Jones OB1 Agent Memory from OpenClaw") and the governing disciplines ("provenance, scope, review, and use-policy discipline"), but it frames capability as a single governed use rather than listing multiple concrete actions, matching the anchor that names the domain with 1-2 concrete actions but is not comprehensive.

3 / 5

Completeness

It gives a clear "what" (use OB1 Agent Memory under named disciplines) but no explicit "when"/"Use when..." clause; the rubric guideline caps completeness at 3 when trigger guidance is missing, so it sits at the clear-what / missing-when anchor rather than 4.

3 / 5

Trigger Term Quality

It surfaces the proper nouns a user of this stack would say ("OB1 Agent Memory", "OpenClaw") plus domain terms ("provenance", "scope", "review", "use-policy"), but it lacks natural trigger phrasing such as "Use when working with OpenClaw tasks" and offers no synonyms or variations, fitting the anchor with some relevant keywords but missing common variations.

3 / 5

Distinctiveness Conflict Risk

The highly specific proper nouns ("Nate Jones OB1", "OpenClaw") carve a clear niche with minimal conflict risk against unrelated skills, but the absence of an explicit trigger clause keeps it just below the distinct-triggers anchor at 5, placing it at mostly-distinct with only minor overlap risk.

4 / 5

Total

13

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
NateBJones-Projects/OB1
Reviewed

Table of Contents

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