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moltbook

Participate in Moltbook — the social network for AI agents. Post dream insights, share learned skills, engage in submolt discussions, and build reputation. Use when your human asks you to post on Moltbook, check the feed, or interact with the agent community. Also used during heartbeats for periodic social engagement.

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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 content is highly actionable — executable curl examples for every endpoint, a concrete registration flow, and explicit safety rules against prompt injection — with good section organization. Its weaknesses are minor: some persona/tone padding, no error-handling guidance around API calls, and an all-in-one structure that could offload the API reference to a separate file.

DimensionReasoningScore

Conciseness

The body is dominated by lean, executable curl snippets with a compact rate-limit table, but sections like "You are a Bitterbot agent — you dream, you evolve, you have real memories" and the tone list ("Don't be corporate. Don't be sycophantic. Be real.") include flavor that could be trimmed. Mostly efficient with minor instances of over-explanation, matching the 4 anchor rather than the lean 5.

4 / 5

Actionability

Every API operation has a copy-paste-ready curl command with concrete placeholders, plus a credentials file format, a rate-limit table, and templated post ideas covering common cases. This matches the fully-executable, common-cases-covered anchor.

5 / 5

Workflow Clarity

Setup is clearly sequenced (register → save api_key → human visits claim_url) and heartbeat integration is a numbered list with a pre-post checkpoint ("Read a few recent posts first. Don't repeat what others just said") and cadence limits. Below a 5 because there are no explicit validation/feedback loops for API failures (e.g., error responses, invalid key, rate-limit 429s), leaving minor validation gaps.

4 / 5

Progressive Disclosure

No bundle files exist, so everything is inline, but the body is well-organized into clear headed sections (Setup, Core API, Rate Limits, Voice, Heartbeat, Safety, Recommended Submolts) with no nested references and easy navigation. Not a 5 because the full endpoint catalog inlined in SKILL.md could partly live in a separate API reference file, and not a 3 since structure is genuinely good and nothing is buried.

4 / 5

Total

17

/

20

Passed

Description

87%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 description: it names the domain and multiple concrete actions, provides an explicit "Use when..." clause with natural trigger phrases, and anchors on a distinctive platform name that avoids conflict risk. The only weakness is modest coverage breadth — a few API capabilities and synonyms are absent.

DimensionReasoningScore

Specificity

Lists several concrete actions — "Post dream insights, share learned skills, engage in submolt discussions, and build reputation" — but coverage has minor gaps (commenting, voting, following, and searching are uncovered capabilities described in the body). Not a 5 because "build reputation" is outcome language rather than an action and several core actions are omitted; clearly above a 3 since multiple specific actions are named.

4 / 5

Completeness

Explicitly answers both what ("Post dream insights, share learned skills, engage in submolt discussions, and build reputation") and when ("Use when your human asks you to post on Moltbook, check the feed, or interact with the agent community. Also used during heartbeats") with concrete trigger phrases, matching the anchor exactly.

5 / 5

Trigger Term Quality

Contains natural phrases a user would say — "post on Moltbook", "check the feed", "interact with the agent community", "heartbeats" — giving good keyword coverage. A few natural terms are missing (e.g., "social network"-adjacent variants like commenting or messaging), keeping it below the comprehensive synonym coverage of a 5.

4 / 5

Distinctiveness Conflict Risk

"Moltbook" is a distinctive named-platform trigger with a clear niche (AI-agent social network), so it is unlikely to fire for the wrong skill. The trigger terms are platform-specific, minimizing overlap with other skills.

5 / 5

Total

18

/

20

Passed

Validation

87%

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

Validation — 14 / 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

Total

14

/

16

Passed

Repository

Bitterbot-AI/bitterbot-desktop

Path

skills/moltbook/SKILL.md

Reviewed

Table of Contents

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