Skip to content
verify mcp Beta VerifyMCP is currently in beta. If you notice any issues, email [email protected] and we’ll put it right.

com.seanwinslow/intent-engineering

NPM · @SWINS/INTENT-ENGINEERING-MCP · SCANNED AUG 3

Audit, scaffold, and triage agent intent specs against a 9-section template.

+21 this week 66 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security83
  • No malware found by supply-chain analysis.Pass
  • CVE check failed: a known medium-severity CVE affects @hono/node-server 1.19.17, reached via @modelcontextprotocol/sdk > @hono/node-server. A fixed version is available. View diagnostics → Fail
  • No install/post-install scripts declared.Pass
  • Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
Schema Quality & AI Usability66
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 485 tokens (~161/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

npm · @swins/intent-engineering-mcp

# add to Claude Code
claude mcp add com-seanwinslow-intent-engineering -- npx -y @swins/intent-engineering-mcp
# add to Codex CLI
codex mcp add com-seanwinslow-intent-engineering -- npx -y @swins/intent-engineering-mcp
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-seanwinslow-intent-engineering": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@swins/intent-engineering-mcp"
      ],
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-seanwinslow-intent-engineering --command npx --arg -y --arg @swins/intent-engineering-mcp
# ~/.hermes/config.yaml
mcp_servers:
  com-seanwinslow-intent-engineering:
    command: "npx"
    args: ["-y", "@swins/intent-engineering-mcp"]
// mcp.json
{
  "mcpServers": {
    "com-seanwinslow-intent-engineering": {
      "command": "npx",
      "args": [
        "-y",
        "@swins/intent-engineering-mcp"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +46
    • GHSA-frvp-7c67-39w9 affects this package: medium security
    • Provenance: unverified → fail security
    • Known CVEs: unverified → fail security
    • Install scripts: unverified → pass security
    • Malware scan: unverified → pass security
    • Security disclosure: fail → unverified functional
    • Tool coverage: 100 → unverified functional
    • Dependency health: unverified → partial functional
    • Maintenance: unverified → pass functional
    • MCP protocol: unverified → pass functional
    • Stability: unverified → 0.23 functional
    • Schema quality: unverified → good functional
    • License: unverified → pass functional
    • First check of Schema quality: unverified functional
    • Licence: MIT functional
  • 31 Jul 26 −25
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 27 Jul 26 45

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Analysed npm/@swins/[email protected]

Provenance none

Ecosystem: npm · Outcome: none

Vulnerabilities 1 finding
ID CVE Severity Vector Fix available
GHSA-frvp-7c67-39w9 medium CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:N/A:N yes
Dependencies 95 packages

95 packages in the resolved dependency tree · 95 deprecated · 29 stale.

The dependency tree was only partially resolved, so these counts may be incomplete.

MCP tools — 3 exposed · ~485 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
assess_retrofit_level ~127

Look at an existing prompt or SKILL.md and recommend the right retrofit level (L1-mvr / L2-structured / L3-full) with reasoning grounded in the intent-engineering skill's blast-radius / complexity / autonomy framework. Provide either skill_text (raw text) OR file_path (absolute path to an existing SKILL.md or prompt file).

NameTypeReqDescription
file_pathstringAbsolute path to an existing SKILL.md or prompt file.
skill_textstringThe existing prompt or SKILL.md text. Provide this OR file_path, not both.

No output schema declared.

No examples provided.

audit_intent_spec ~171

Audit an intent spec against the 25-item validation checklist and the 5 fatal anti-patterns from the intent-engineering skill. Provide either spec_text (raw spec) OR file_path (absolute path to a markdown or YAML file). For long inputs, use start_index + max_length to paginate; the response includes next_chunk_token when more content remains.

NameTypeReqDescription
file_pathstringAbsolute path to a markdown or YAML intent spec file. Provide this OR spec_text, not both.
max_lengthintegerMax characters of input to process this call. Default 10000.
spec_textstringThe raw intent spec text. Provide this OR file_path, not both.
start_indexintegerZero-based character offset for paginated input. Default 0.

No output schema declared.

No examples provided.

generate_intent_spec_scaffold ~187

Return the appropriate intent-spec template (blank, Level-1 MVR, or full 9-section) with optional pre-filled objective_hint, autonomy_level, and agent_name. Use this when starting a new agent/skill or retrofitting an existing one.

NameTypeReqDescription
agent_namestringOptional agent/skill name. Used in the YAML header.
autonomy_levelstringOptional autonomy level. Pre-fills the Decision Authority section with the matching architecture pattern.
kindstringWhich scaffold to return. 'blank' = empty 9-section template; 'level-1-mvr' = 3-section minimum-viable retrofit; 'full-9-section' = full template with prompts.
objective_hintstringOptional one-sentence hint about what the agent should do. Pre-fills the objective field with a starter draft.

No output schema declared.

No examples provided.