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talk-luebken-embedding-pi-coding-agent

Explains, summarizes, and turns Matthias Luebken's talk on embedding Pi-style coding agents into safe product-design artifacts: tool-contract sketches, guardrail checklists, session-record models, and malleable-software review plans. Use when the user asks about OpenClaw, Pi-style product agents, lifecycle guardrails, agent sessions, or design-level application of these primitives.

69

Quality

85%

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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 concise and well-structured with concrete workflows and a clear safety/refusal boundary. The main weakness is progressive disclosure: the body points to bundle files that are not present, breaking the intended navigation path.

Suggestions

Either include the referenced bundle files (outline.md, quote.md, transcript.md) in the skill directory or remove/collapse the Read Order references so navigation resolves.

Add an explicit validation/feedback step (e.g., verify the cited excerpt actually supports the answer, retry if not) to lift workflow clarity toward the top anchor.

Replace placeholder-heavy output templates with one or two fully worked example responses to make the guidance more directly executable.

DimensionReasoningScore

Conciseness

The body is lean and well-organized with no padding or explanation of concepts Claude already knows; templates and workflow steps are terse and every section earns its place.

5 / 5

Actionability

Concrete, specific guidance (2-5 sentence answers, numbered workflow steps, explicit refusal handling) but output templates rely on schematic placeholders rather than fully executable, copy-paste-ready artifacts.

4 / 5

Workflow Clarity

Clear sequenced workflows for both factual questions and application, with an explicit coverage-disclosure checkpoint and refusal boundary; lacks an error-recovery feedback loop, capping it just below the top anchor.

4 / 5

Progressive Disclosure

Structure and one-level-deep reference signaling are good, but the referenced bundle files (outline.md, quote.md, transcript.md) do not actually exist in the skill directory, so the navigation does not resolve.

3 / 5

Total

16

/

20

Passed

Description

92%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 is strong: it states concrete capabilities and artifact outputs, gives an explicit 'Use when' clause with named trigger terms, and occupies a distinctive niche. The only minor gap is trigger-term breadth, where a few natural synonyms would round out coverage.

DimensionReasoningScore

Specificity

Lists multiple concrete actions (explains, summarizes) and enumerates four named product-design artifacts (tool-contract sketches, guardrail checklists, session-record models, malleable-software review plans), matching the comprehensive-coverage anchor.

5 / 5

Completeness

Explicitly answers both 'what' (explains/summarizes/turns talk into named artifacts) and 'when' (Use when the user asks about...) with concrete trigger phrases.

5 / 5

Trigger Term Quality

Provides several natural trigger terms (OpenClaw, Pi-style product agents, lifecycle guardrails, agent sessions), but niche phrasing and missing common synonyms/extensions keep it just below the comprehensive anchor.

4 / 5

Distinctiveness Conflict Risk

Scoped to a clearly narrow niche (this specific talk, OpenClaw, Pi-style product agents) with distinct triggers and minimal overlap with other skills.

5 / 5

Total

19

/

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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
jscraik/Agent-Skills
Reviewed

Table of Contents

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