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notte

Deploy browser automations as scheduled, API-callable serverless Functions — plus stealth sessions, vault-backed login, captcha solving, and natural-language agent runs via the Notte CLI. Turns any browser flow into a deterministic Bitterbot-callable endpoint, ideal for crystallized skills + dream-engine cron schedules.

64

Quality

78%

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SecuritybySnyk

Critical

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tessl review fix ./skills/notte/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

82%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, highly actionable CLI reference with strong code examples, clear comparison guidance, and a useful troubleshooting table. Its main gap is the lack of explicit validation/checkpoint steps in the deploy-and-run workflows.

Suggestions

Add explicit validation checkpoints to the Functions workflow (e.g. verify function_id returned, check `notte functions runs` status before scheduling, inspect run output for errors before relying on the endpoint).

Consider moving the page-actions cheat sheet and environment-variable table into a separate reference file to keep the overview focused on when-to-use and the deploy flow.

Trim editorial asides ('biggest UX win', 'does three things the bundled tool cannot') to tighten the prose.

DimensionReasoningScore

Conciseness

Mostly efficient with command tables and tight code blocks, but includes a few editorial asides ('the biggest UX win over the bundled browser', 'does three things the bundled browser tool and Firecrawl cannot') that could be trimmed.

4 / 5

Actionability

Fully executable throughout: copy-paste bash commands for functions, vaults, page actions, scraping, plus a troubleshooting table with concrete fixes covering the common cases.

5 / 5

Workflow Clarity

The Functions section gives a clear numbered sequence (capture → deploy → run/schedule → invoke) with cleanup guidance, but lacks explicit validate-then-fix checkpoints, leaving minor validation gaps.

4 / 5

Progressive Disclosure

Well-organized into clearly signaled sections with no nested references and no bundle files to navigate, though some inline reference-like material (page-action cheat sheet, env vars, stealth flags) could be split into separate files.

4 / 5

Total

17

/

20

Passed

Description

75%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 specific and distinctive, clearly naming the Notte CLI's browser-infrastructure capabilities. Its main weakness is the absence of an explicit 'Use when...' trigger clause and reliance on internal jargon that users would not naturally say.

Suggestions

Add an explicit 'Use when...' trigger clause naming natural user situations, e.g. 'Use when scheduling a recurring browser flow on a cron, logging into sites without exposing credentials, or bypassing captcha/anti-bot defenses.'

Replace or gloss internal jargon ('Bitterbot-callable', 'crystallized skills', 'dream-engine cron schedules') with terms users would actually say.

Add common synonyms and the natural phrase 'browser automation' variations to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities (deploy scheduled API-callable serverless Functions, stealth sessions, vault-backed login, captcha solving, natural-language agent runs), matching the comprehensive-coverage anchor.

5 / 5

Completeness

The 'what' is clearly stated, but 'when' is only weakly implied by 'ideal for crystallized skills + dream-engine cron schedules' with no explicit 'Use when...' trigger clause, which caps completeness at 3 per the rubric guideline.

3 / 5

Trigger Term Quality

Good natural-term coverage ('browser automations', 'scheduled', 'captcha solving', 'login', 'agent runs'), but internal jargon ('Bitterbot-callable', 'crystallized skills', 'dream-engine') displaces common user phrases and synonyms are missing.

4 / 5

Distinctiveness Conflict Risk

Clear niche (hosted serverless browser-function deployment) with distinct triggers (vault-backed login, captcha solving, stealth sessions) and minimal overlap risk with other skills.

5 / 5

Total

17

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

13

/

16

Passed

Repository
Bitterbot-AI/bitterbot-desktop
Reviewed

Table of Contents

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