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flow-develop

Multi-AI implementation using available external providers (Double Diamond Develop phase). DO NOT use for simple code edits, reading/reviewing code, built-in commands, or trivial single-file changes.

Quality

60%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./.claude/skills/flow-develop/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

56%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 mandatory execution contract is genuinely actionable with strong validation gates, but the body is heavily self-duplicated (banner and context-detection sections repeated verbatim, conflicting step numberings) and monolithic with no bundle files. Deduplicating into one authoritative step sequence and moving examples/supplements to reference files would cut the token cost roughly in half without losing guidance.

Suggestions

Delete the duplicated 'MANDATORY: Context Detection & Visual Indicators', 'Visual Indicators', and 'How It Works' restatements — keep a single authoritative step sequence (the EXECUTION CONTRACT) to remove the conflicting step numbering.

Move the worked examples (authentication-system walkthrough, banner templates) and the dev-subtype quality-supplement table into a references/ file, keeping SKILL.md as an overview with one-level-deep pointers.

Trim repeated 'MANDATORY'/'DO NOT PROCEED' emphases to one statement per gate; the repetition pads tokens without changing behavior.

DimensionReasoningScore

Conciseness

The ~820-line body duplicates the context-detection steps and provider banner in three to four places ('EXECUTION CONTRACT', 'MANDATORY: Context Detection & Visual Indicators', 'Visual Indicators', 'How It Works'), with restated and conflicting step lists — noticeably verbose with several padded sections, though it avoids lecturing on known concepts.

2 / 5

Actionability

Concrete executable bash with exact paths (octo-state.sh update_state --phase 3, find ~/.claude-octopus/results -name "tangle-synthesis-*.md" -mmin -10) plus specific sub-agent prompts; minor gaps remain, e.g. the ${codex_status}/${agy_status} banner placeholders and the illustrative prompt="${prompt}\n\nDesign intelligence..." snippet are not directly runnable.

4 / 5

Workflow Clarity

The 7-step contract has explicit validation gates (synthesis-file check, per-step 'DO NOT PROCEED' checkpoints, error handling, checklists, feedback on validation failure), but the later 'Implementation Instructions' and 'How It Works' sections restate different, conflicting step numbering, muddying the authoritative sequence.

4 / 5

Progressive Disclosure

No references/ or scripts/ bundle exists; the single file reference (skills/blocks/engineering-method-selection.md) points into an installed plugin not present here, and {{PREAMBLE}}/{{VISUAL_INDICATORS}}/{{QUALITY_GATES}} template placeholders are unresolved. Section headers keep it navigable, but large example banners and subtype tables that belong in separate files are inlined.

3 / 5

Total

13

/

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 uses third person and carves out a niche (multi-provider implementation) with useful negative boundaries, but it never states concrete capabilities or positive trigger phrases. Adding a 'Use when the user asks to build/implement/develop...' clause would fix both the completeness and trigger-term gaps.

Suggestions

Add positive trigger guidance, e.g. 'Use when the user asks to build, implement, or develop a feature or multi-file deliverable', which currently caps completeness at 3.

List 1-2 concrete actions (e.g. 'orchestrates Codex and Antigravity CLIs to generate competing implementation approaches, then synthesizes them') instead of the bare phrase 'Multi-AI implementation'.

Include the natural command verbs users say ('build', 'implement', 'create', 'develop a feature') as trigger terms to raise trigger-term coverage.

DimensionReasoningScore

Specificity

"Multi-AI implementation using available external providers" names the domain, but the only stated actions are exclusions ("DO NOT use for simple code edits, reading/reviewing code...") — no concrete positive actions are listed, matching 'names the domain but actions are minimal or generic'.

2 / 5

Completeness

The 'what' (multi-AI implementation via external providers) is clear, but 'when' is expressed only as a DO-NOT exclusion list with no positive 'Use when' clause, so timing is only weakly implied rather than both what and when being present.

3 / 5

Trigger Term Quality

Keywords like "implementation" and "code edits" are relevant, but the natural phrases users say for this skill ("build X", "implement Y", "develop a feature") are entirely absent; only negative triggers are given, missing common variations.

3 / 5

Distinctiveness Conflict Risk

The explicit exclusion list ("simple code edits, reading/reviewing code, built-in commands, trivial single-file changes") distinguishes it from edit/review skills and the multi-provider orchestration niche is distinct; minor overlap risk remains because no positive boundary is drawn against generic implementation requests.

4 / 5

Total

12

/

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

skill_md_line_count

SKILL.md is long (858 lines); consider splitting into references/ and linking

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository

nyldn/claude-octopus

Path

.claude/skills/flow-develop/SKILL.md

Reviewed

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