# Mk: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''. N…

- **Type:** Skill
- **Install:** `agentstack add skill-ngocsangyem-meowkit-confluence-spec-analyst`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [ngocsangyem](https://agentstack.voostack.com/s/ngocsangyem)
- **Installs:** 0
- **Category:** [Productivity](https://agentstack.voostack.com/c/productivity)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [ngocsangyem](https://github.com/ngocsangyem)
- **Source:** https://github.com/ngocsangyem/MeowKit/tree/main/.claude/skills/confluence-spec-analyst
- **Website:** https://docs.meowkit.dev/

## Install

```sh
agentstack add skill-ngocsangyem-meowkit-confluence-spec-analyst
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# 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

- "analyze spec for 12345"
- "extract requirements from this confluence page"
- "spec research on https://acme.atlassian.net/wiki/spaces/ENG/pages/12345/Q3-Roadmap"
- "what are the gaps in PAGE-ID 12345"

## 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 ` 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.

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [ngocsangyem](https://github.com/ngocsangyem)
- **Source:** [ngocsangyem/MeowKit](https://github.com/ngocsangyem/MeowKit)
- **License:** MIT
- **Homepage:** https://docs.meowkit.dev/

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-ngocsangyem-meowkit-confluence-spec-analyst
- Seller: https://agentstack.voostack.com/s/ngocsangyem
- Browse the marketplace: https://agentstack.voostack.com/browse

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