io.github.ManSio/msp-portfolio

Tools

• analyze_stack

  Compare the owner's stack against a job's required skills. Returns per-skill match with evidence and coverage.

  shallow
• get_antipatterns

  Get the owner's antipattern museum — real engineering mistakes with why they were bad, how they were fixed, and the lesson. Read-only, closed world.

  shallow
• get_articles

  Get recent Dev.to articles with reading time, tags and links.

  shallow
• get_commit_history

  Get recent commit history across the owner's public repos (hourly snapshot). Use it to answer 'what has he been building lately' or 'show the hardest bugs he has fixed'.

  shallow
• get_diary

  Get the owner's engineering diary — incidents, root causes, fixes and guards, each tagged with a pattern (NEW vs recurring). Use it to answer 'what broke and how did you fix it' or 'show your hardest debugging session'. Read-only, closed world.

  shallow
• get_engineering_principles

  Get engineering principles with real examples and A/B-style counterfactuals.

  shallow
• get_experiments

  Get the owner's engineering experiments — hypothesis, command, raw result and verdict (confirmed/refuted/partial) for each. Use it to answer 'what did you measure' or 'show me an experiment you ran'. Includes negative results (approaches that failed). Read-only, closed world.

  shallow
• get_issue_detail

  Get the full detail of a single known issue by its ID (e.g. 'KI-109'). Drills into one open problem: status, temperature, owner, linked source and the raw problem statement. Returns a clear not-found with the available IDs if the ID does not match. Read-only, closed world.

  shallow
• get_known_issues

  Get the owner's known-issues board — open debt with status, temperature (stable/watching) and deadlines. Use it to answer 'what's still broken' or 'what are you working on'. Read-only, closed world.

  shallow
• get_profile

  Get the owner's professional profile summary, plus nextSteps — concrete ways to continue (contact channels, GitHub, MCP connect). Use it as the first tool in an interview.

  shallow
• get_projects

  Get portfolio projects with stack, highlights, and decision logs. Optional filter by stack tag.

  shallow
• get_timeline

  Get the engineering decision timeline.

  shallow
• search_projects

  Free-text search across portfolio projects — name, tagline, description, stack and decision-log rationale. Returns matched projects with a score and the fields that matched. Use when a fixed stack-tag filter is too narrow (e.g. 'RAG', 'latency', 'Zed'). Read-only, closed world.

  shallow
• simulate_architecture

  Simulate how a project's architecture behaves under a scenario (load spike, node loss, cache cold, LLM saturation). Returns latency percentiles per load and bottleneck analysis.

  shallow
• verify_article

  Verify an article against the primary source (Dev.to): does the owner have a published article matching the query? Fetches the live Dev.to API for the owner's articles and returns the real title/date/reactions/url when found — or an honest 'not found'. Use it to ground claims like 'he wrote about agent memory' in the platform's data instead of the portfolio's own words. Read-only, open world (network fetch).

  shallow
• verify_claim

  Ground a claim about the owner against the portfolio's data (profile, projects, principles, timeline, antipatterns, experiments, diary, known issues). Deterministic: returns the evidence records that support the claim (with source paths) and a supported verdict. Use it before asserting a fact about the owner, or to check what an answer was based on.

  shallow
• verify_package

  Verify an npm package against the primary source (registry.npmjs.org): does it exist, latest version, publish date, description, license, maintainers — and is the owner among them? Use it to ground claims like 'he published an npm package' in the registry's data instead of the portfolio's. Honest 'not found' when the package does not exist. Read-only, open world (network fetch).

  shallow
• verify_repo

  Verify a GitHub repository against the primary source: fetches the actual repo metadata (exists, language, description, topics, stars, last push) from the GitHub API and cross-checks it with the portfolio's project record when the repo is one of the owner's projects (language/stack agreement). With readme:true it also returns the actual README text, so claims about what the project does can be checked against the repository's own words. Use it to ground claims like 'the repo is Python' or 'he maintains mscodebase-intelligence' with live data instead of trusting the claim. Read-only, open world (network fetch).

  shallow

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