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SKILL verified MIT Self-run

Mk:confluence Spec Analyst

skill-ngocsangyem-meowkit-confluence-spec-analyst · by ngocsangyem

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…

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Install

$ agentstack add skill-ngocsangyem-meowkit-confluence-spec-analyst

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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● 2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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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.

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

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Versions

  • v0.1.0 Imported from the upstream source.

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