agentsclimarketplace
Sign in

Confluence spec analyst

Skill ngocsangyem/MeowKit/.claude/skills/confluence-spec-analyst

Deep spec analysis on a Confluence page. Reads page (+ children) via the confluence-as wrapper, produces a structured Spec Research Report with requirements, acceptance criteria, gaps, ambiguities, and suggested user stories for human review. Read-only — does NOT create Jira tickets. Triggers: 'analyze spec for PAGE-ID', 'extract requirements from confluence page', 'spec research on URL'. NOT for raw page CRUD (mk:confluence-page); NOT for ticket complexity scoring (mk:planning-engine).From its SKILL.md

Install
npx -y skills add ngocsangyem/MeowKit --skill confluence-spec-analyst

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 14 stars14 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

3.3 KB, 538 tokens by cl100k_base, as published. Nobody here has run it

mk:confluence-spec-analyst

Forks to the confluence-spec-analyst agent. Read-only at the Confluence side — the agent has Write tool privilege ONLY for persisting the Spec Research Report locally; it never writes to Confluence itself.

Triggers

Operations

analyze PAGE-ID [--include-children N] [--no-images] [--with-commands] — --with-commands is opt-in (default report has suggestions only, no executable commands).

See also

  • Agent: ../../agents/confluence-spec-analyst.md
  • Shared: ../confluence/references/{install-and-auth,cli-idioms,safety-framework}.md
  • Domain refs:
    • references/spec-analysis-patterns.md — gap-detection heuristics + weasel-word inventory
    • references/report-template.md — the Spec Research Report skeleton
    • references/integration-with-planning-engine.md — how planning-engine consumes the report
  • Peer leaves: mk:confluence-page (raw CRUD), mk:confluence-search (CQL search), mk:planning-engine (consumes this report via --spec flag)

Handoff

  • mk:planning-engine accepts --spec <report-path> pointing at this report. User runs spec-analyst FIRST, then passes the resulting report path to planning-engine.
  • mk:intake recognizes Confluence URL/page-id as a 5th source — fetches raw page content via wrapper, recommends spec-analyst for deeper analysis.
  • mk:jira-issue create — human runs manually from the report's Suggested Commands (with --with-commands flag).

Gotchas

  • Source page hash detects staleness; v1 produces a fresh report on every re-run (no diff mode).
  • mk:multimodal absent → Image / Diagram Findings section is omitted with [NO_MULTIMODAL] flag; rest of analysis proceeds.
  • Children pipeline: hard cap of 10 children. Default depth 1. User must explicitly raise both.
  • --with-commands is opt-in — default report has suggestions only; preserves "reports not automation".
  • Grow this list as new edge cases surface.

What ships with it: 3 files

11.6 KB alongside SKILL.md

references/

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.