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async-python-patterns

Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.

44

Quality

45%

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SecuritybySnyk

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tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/async-python-patterns/SKILL.md

The canonical home for this skill is async-python-patterns in rmyndharis/antigravity-skills

SKILL.md
Quality
Evals
Security

Quality

Content

42%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 well-structured with clear use/don't-use sections, but it offers no executable code and relies entirely on an external playbook that is missing from the bundle. The triplicate reference to that missing file and the verbatim restatement of the description also dilute conciseness.

Suggestions

Provide at least one concrete, copy-pasteable asyncio snippet inline (e.g. a minimal asyncio.gather with timeout/cancellation) so the skill is actionable without the missing playbook.

Create `resources/implementation-playbook.md` (or re-point the references to an existing file) so the three references resolve to real content, fixing the broken progressive-disclosure path.

Deduplicate: keep the playbook reference once in the Resources section and remove the standalone line and the Instructions bullet that repeat it; drop the verbatim re-statement of the frontmatter description.

DimensionReasoningScore

Conciseness

The body is mostly lean and avoids explaining asyncio basics, but it restates the frontmatter description verbatim and references `resources/implementation-playbook.md` three times (Instructions bullet, a standalone line, and the Resources section), which could be tightened — 'Mostly efficient but includes some unnecessary explanation or could be tightened.'

3 / 5

Actionability

Guidance is high-level ("Pick concurrency patterns (tasks, gather, queues, pools) with cancellation rules", "Add timeouts, backpressure, and structured error handling") with no executable code or commands, and the only concrete examples are deferred to a referenced file that does not exist in the bundle — 'Minimal concrete guidance; high-level hints but missing the specific steps to execute.'

2 / 5

Workflow Clarity

The Instructions bullets imply a rough sequence (clarify workload → pick patterns → add timeouts/errors → include testing) but there are no validation checkpoints or feedback loops, fitting 'Steps listed but validation gaps; sequence present but checkpoints missing or implicit.'

3 / 5

Progressive Disclosure

Sections are well organized and the playbook reference is one level deep and clearly signaled in a Resources section, but the referenced `resources/implementation-playbook.md` is absent from the bundle (no resources/references/scripts/assets directories), so navigation is broken — 'references present but not clearly signaled' in effect, since the signaled path leads nowhere.

3 / 5

Total

11

/

20

Passed

Description

48%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 distinct async-Python niche but is held back by generic action language and the total absence of an explicit 'Use when...' trigger clause. It reads as a capability summary rather than a self-contained trigger+scope statement.

Suggestions

Add an explicit 'Use when...' clause naming concrete triggers, e.g. 'Use when building async web APIs, concurrent I/O workers, or real-time WebSocket services in Python.'

Replace the generic verb 'implementing' with concrete actions the skill performs, such as 'structures concurrent tasks, applies timeouts/backpressure, and debugs async code paths.'

Include natural synonyms and concrete artifacts users mention (e.g. 'async/await', 'asyncio', 'concurrent requests', 'event loop') to broaden trigger coverage.

DimensionReasoningScore

Specificity

It names the domain ("implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await") but the only action is the generic verb "implementing" — no concrete capabilities like extract/fill/merge are listed, matching the anchor 'Names the domain but actions are minimal or generic.'

2 / 5

Completeness

The 'what' is clear (async Python apps via asyncio/async/await) but there is no 'Use when...' or equivalent trigger guidance, so per the rubric a missing explicit trigger caps completeness at 3 — 'Has a clear what but when is missing or only weakly implied.'

3 / 5

Trigger Term Quality

It includes relevant natural terms a user would say ("asyncio", "async/await", "asynchronous Python") but omits common variations and synonyms (e.g. "concurrent requests", "async web API", file/extension cues), fitting 'Some relevant keywords but missing common variations or synonyms.'

3 / 5

Distinctiveness Conflict Risk

The asyncio/async-Python niche is fairly distinct and unlikely to fire for unrelated skills, with only minor overlap risk against general Python skills, matching 'Mostly distinct; minor overlap risk with closely related skills.'

4 / 5

Total

12

/

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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Reviewed

Table of Contents

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