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agentlas-auto-activation

Use when adding or auditing local runtime behavior that turns a project folder into an Agentlas-aware workspace with .agentlas memory and sitemap files.

Quality

69%

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tessl review fix ./.agents/skills/agentlas-auto-activation/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

57%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 a genuine safety section, but it reads more like a policy checklist than an executable procedure: beyond one command, the steps lack the concrete detail needed to execute them, there are no validation checkpoints for a state-mutating batch operation, and its only external reference is a dangling path. Adding concrete commands/snippets and a verification step would substantially raise quality.

Suggestions

Add concrete executable detail for the vague steps: the exact managed .gitignore block content, the command or mechanism for routing Memory Events through Memory Tickets, and the bounds/format of the code map.

Insert validation checkpoints into the procedure, e.g., verify activation.json was created, confirm no existing user content was overwritten before proceeding, and re-check trackedSensitivePaths handling — required to lift workflow_clarity above 3 for this batch/write operation.

Fix the dangling reference: either create docs/agentlas-auto-activation.md with the deeper detail, or move the Minimum Files manifest into that reference and keep only the essential list in SKILL.md.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: terse imperative steps ('Install the managed privacy .gitignore block before local memory/indexes') with no padding or explanation of known concepts. It is not a 5 because the opening line ('Use this skill when a local runtime should activate Agentlas project continuity') merely restates the frontmatter description and could be trimmed.

4 / 5

Actionability

There is one concrete executable command ('hephaestus project ensure --project <folder>') and a specific file manifest, but the remaining steps are high-level directives with missing key details (what the .gitignore block contains, how to route Memory Events through Memory Tickets and Memory Curator, what the 'bounded code map' entails). This matches anchor 3 — some concrete guidance but incomplete; it is above anchor 2 because a real command and exact file paths are given.

3 / 5

Workflow Clarity

The 9-step procedure is clearly sequenced (explicit activation, then automatic activation prerequisites, then file installation, then memory routing), but this is a batch/write operation creating 14 files and mutating project state, and there are no validation or verification checkpoints (no check that ensure succeeded, no verification that seed files were created without overwriting). Per the rubric guideline, missing validation in a batch operation caps workflow clarity at 3.

3 / 5

Progressive Disclosure

Sections are well organized (Procedure, Minimum Files, Safety, Reference), but the sole reference ('See docs/agentlas-auto-activation.md') points to a file that does not exist in the bundle, and the 14-entry Minimum Files list is inline content that could live in a reference. This fits anchor 3 — some structure, references present but the organization/navigation is imperfect; it is not a 4 because the single external pointer is broken rather than 'mostly clear'.

3 / 5

Total

13

/

20

Passed

Description

66%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 highly distinctive with an explicit 'Use when...' clause and a reasonably clear statement of what the skill does. Its weaknesses are moderate: the action coverage is thin, and the trigger language leans on internal jargon rather than natural user phrasing, which limits discovery by users who don't already know the Agentlas vocabulary.

Suggestions

List the concrete actions the skill performs (e.g., 'creates .agentlas seed files, installs a privacy .gitignore block, and injects project memory into agent prompts') so specificity moves from 1-2 actions to several.

Add natural trigger phrases users would actually say, such as 'project memory', 'workspace activation', or 'agentlas setup', alongside the existing jargon.

Make the 'when' clause more concrete, e.g., 'Use when setting up, enabling, or auditing Agentlas project continuity for a repository'.

DimensionReasoningScore

Specificity

The description names the domain ('Agentlas-aware workspace', '.agentlas memory and sitemap files') and 1-2 actions ('adding or auditing local runtime behavior', 'turns a project folder into...'), matching the anchor for domain plus 1-2 concrete actions. It is not a 4 because it does not list several specific actions with only minor gaps.

3 / 5

Completeness

It explicitly answers both: what ('turns a project folder into an Agentlas-aware workspace with .agentlas memory and sitemap files') and when ('Use when adding or auditing local runtime behavior'). The 'when' clause is explicit but abstract and technical rather than concrete trigger phrases, so it fits anchor 4 rather than 5.

4 / 5

Trigger Term Quality

Relevant keywords exist ('Agentlas', 'project folder', 'memory', 'sitemap', 'workspace', 'adding or auditing'), but they are ecosystem-specific jargon and common natural variations or synonyms are missing. It exceeds anchor 2 because multiple relevant, user-sayable terms (especially 'Agentlas') are present.

3 / 5

Distinctiveness Conflict Risk

The description occupies a clear niche (Agentlas project continuity activation, .agentlas files) with distinct triggers; virtually no other skill would match this description. It clearly matches the 'clear niche with minimal conflict risk' anchor.

5 / 5

Total

15

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

agentlas-ai/Agentlas-OS

Path

.agents/skills/agentlas-auto-activation/SKILL.md

Reviewed

Table of Contents

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