sponsio-claude-code — configure the host shield

You are walking the user through configuring the sponsio-claude-code plugin so it actually wraps tool calls in this Claude Code session. Without these steps, the plugin loads but every per-plugin library is empty and every tool call passes through unguarded.

The flow has two halves: setup (steps 1–2, 4–6) covers the common case where the user runs popular MCP servers we ship starters for; scan (step 3) covers plugins / MCP servers without a bundled starter and lives inline because most sessions touch both halves.

Prerequisites (check silently first)

Run:

sponsio --version

• Not found → tell the user to install: pip install sponsio (or

pip install -e ".[all]" from a local clone). Stop here until they confirm.

• Present → continue.

If the user owns the agent code and wants to wire Sponsio into their own framework integration (LangGraph, OpenAI Agents, Claude Agent SDK, …) instead of running it as a Claude Code host plugin, delegate to the sponsio skill (sponsio onboard .). This skill is only for the host-plugin case where the user is gating tool calls inside their Claude Code session.

Routing rules from a policy document

Sponsio has two layers, and rules must land in the right YAML or they do nothing. When the user hands you a policy document / instruction file / "list of things the agent must not do" and asks you to encode it, classify each rule before writing anywhere.

Process:

1. For each rule, score by the signals above.
2. Route unambiguously-Layer-1 rules to this skill's flow (write under

~/.sponsio/plugins/<id>/sponsio.yaml).

1. For Layer-2 rules, stop writing here and tell the user

"rules X, Y look like rules for the agent you're building, not the IDE agent — switching to the sponsio skill (sponsio onboard) for those". Do not silently dump them into a host-plugin YAML.

1. For genuinely ambiguous rules ("PII must not leak"), ask the user

which layer they mean before writing.

The default failure mode is over-writing to Layer 1 because that's this skill's home turf. Cross-layer leakage is a worse user error than the extra clarification round.

Step 1 — bootstrap the library root

Run:

sponsio plugin init

This creates ~/.sponsio/plugins/_host/sponsio.yaml (covers Claude Code's first-party tools — Bash, Edit, Write, …) and runs a built-in allow + block smoke test. Show the user the output verbatim; if the smoke test fails, stop and surface the error — the install is broken and we shouldn't pretend otherwise.

If the file already exists (the user re-ran setup), the command prints …already exists. Re-run with --force to overwrite. That's informational, not an error.

Step 2 — enumerate the user's MCP servers

You need to know which MCP servers / plugins the user actually has installed before deciding which libraries to ship. Run claude mcp list, or have the user open ~/.claude/settings.json and read mcpServers. Don't guess. If the user doesn't know, that's the answer — they have none beyond the built-ins, and you can skip straight to step 4.

For each registered server, decide which branch of step 3 applies:

sponsio plugin install --list
#   _host (auto-installed by `plugin init`)
#   filesystem
#   github
#   playwright

• Bundled (github, filesystem, playwright) → step 3a.
• Not bundled (anything else) → step 3b.

A single session often hits both branches.

Step 3a — bundled MCP servers (use sponsio plugin install)

Show the user what each bundled starter covers so they can pick:

• _host — already installed by step 1.
• github — github-mcp-server. Hard-deny on delete_repository,

blocks deletes of main / master / production branches, blocks writes to .env, .github/workflows/*.yml, CODEOWNERS. Caps issue / PR / merge rates.

• filesystem — @modelcontextprotocol/server-filesystem. Blocks

read/write/edit/move on .env, .ssh/, .aws/credentials, /etc/, browser cookie databases, etc.

• playwright — microsoft/playwright-mcp. Blocks navigation to

internal hosts, browser_evaluate exfil patterns (document.cookie, sendBeacon, fetch to remote hosts), credit-card-shape typing.

Then install only what the user has — don't push the whole bundle:

sponsio plugin install github filesystem
# or, if they confirm they want everything:
sponsio plugin install --all

plugin install prints a per-library digest after each successful write — categories, rule descriptions, and the YAML path. Surface the full digest to the user verbatim; do not paraphrase or summarise. The digest is the user's only chance to see what just got loaded before flipping to enforce mode. If they ask to inspect later, run:

sponsio plugin show <name>           # installed library
sponsio plugin show <name> --root … # custom root

Step 3b — unbundled plugins (use sponsio plugin scan)

For every MCP server / plugin that isn't in the bundled set, generate a starter library. Don't try to hand-author one — the scanner has two engines (heuristic + LLM) that together cover most patterns better than ad-hoc rules.

3b.1 — discover the plugin's tool inventory

Three discovery paths in priority order:

1. `--introspect "<spawn-cmd>"` (preferred for MCP servers).

sponsio spawns the server, does the JSON-RPC handshake, calls tools/list, and auto-populates the tool inventory along with parameter schemas the LLM can use. Read the plugin's .mcp.json (or claude mcp list) to find the spawn command.

   sponsio plugin scan \
     --plugin-id <name> \
     --target-host claude-code \
     --introspect "python3 /path/to/server.py"

For Claude Code MCP integrations, ALWAYS pass --target-host claude-code so tool names get the mcp__<plugin-id>__ prefix Claude Code surfaces them under.

1. Slash-command plugins (no MCP server, just skills/*/SKILL.md).

Tool names are <plugin-id>:<skill-name>. Read <dir>/skills/ to enumerate, then pass via --tools:

   sponsio plugin scan <plugin-dir> --tools my-plugin:foo,my-plugin:bar

1. Operator-supplied tool list (when introspection fails or is

inconvenient). Ask the user "what tools does this MCP server expose?" and pass them via --tools t1,t2,t3. Last resort.

3b.2 — dry-run the scan

ALWAYS start with the dry-run. Never --apply until the user has seen the output.

sponsio plugin scan --plugin-id <id> --target-host claude-code \
  --introspect "<spawn-cmd>"

The output has two parts:

1. Heuristic library yaml (one per routed group) — name-pattern

rules: destructive verbs → irreversible_once, generic rate-limit / loop-detection caps. This is the deterministic floor; ship it as-is or harden further.

1. Tool inventory JSON under # === tool inventory ... === —

every tool's name, description, input_schema, plus a tool_name_in_contracts field already namespaced for the target host. This is the input for the agent's own contract extraction pass (Step 3b.3).

3b.3 — agent applies the contract-extraction prompt

The heuristic engine catches destructive verbs by name; the agent fills semantic gaps by reading each tool's description and input_schema. No API call needed — you (the host agent) ARE the LLM the prompt is written for.

1. Get the prompt:

   sponsio plugin prompt claude-code

Pipe to a variable or just remember it for the next step.

1. Apply the prompt mentally to the JSON tool inventory from the

previous step. Output should be a JSON object matching:

   {"contracts": [{"desc": "...", "pattern": "...", "args": [...]}]}

1. Translate that JSON into the YAML contract block format and

merge it into the heuristic library (or keep it as a separate sponsio.semantic.yaml next to the heuristic one). Each semantic contract should carry source: agent-extracted so later tooling can distinguish them from heuristic rules.

The whole loop is fast because (a) introspect + heuristic generation is one CLI call, (b) the prompt is short and on-disk (no network), (c) you reason over the inventory in your own context.

3b.4 — review every contract

For each contract in each group, state:

• What it blocks — translate the regex / rate cap into plain

English. Example: "blocks delete_repository outright; for one-off deletes the user has to add an override."

• Why — point at the heuristic: evidence: starter_irreversible

/ starter_bash / starter_sql / starter_rate_limit / starter_loop. Each comes from the rules in sponsio/discovery/starter_pack.py:_per_tool_rules.

• What it doesn't catch — heuristic rules are conservative

baselines, not airtight. Tell the user explicitly when a rule feels generic so they don't assume it's covering everything.

If a rule is wrong (e.g. the heuristic flagged list_users as external-send because the name contains send), tell the user to either:

1. Drop that line from the rendered yaml before running with

--apply.

1. Apply, then add a customization:

   customized:
     - match: { desc: "list_users at most 10 times per session" }
       disabled: true

3b.5 — apply

Once the user is happy with the dry-run:

sponsio plugin scan <plugin-dir> --tools ... --apply

Show every path the apply writes to:

✓ wrote ~/.sponsio/plugins/_host/sponsio.yaml
✓ wrote ~/.sponsio/plugins/github/sponsio.yaml

If a target file already exists, scan refuses without --force. Don't pass `--force` for the user automatically — surface the warning and let them decide.

Step 4 — tune the shipped rules to the user's actual environment

The shipped libraries are templates with conservative defaults. Without this step, half the rules are either too strict (blocking legitimate work) or too loose (giving the user false confidence). Walk through the four parameter classes below and write any agreed-upon adjustments as customized: blocks into the relevant library. Don't skip this step on the assumption defaults are fine — defaults are a starting point, not a fit.

4.1 — workspace path

Several rules in _host and filesystem use <workspace>/ as the path-allowlist root. Until that's substituted with the user's actual project root, those rules either match nothing (silent no-op) or match too broadly. Ask:

"Where's your main working directory for this session? (pwd or your project root.)"

Then write to the relevant agents:<id> block:

agents:
  _host:
    workspace: /Users/<them>/projects/<repo>

If multiple plugins want different workspaces, add workspace: under each agent block separately.

4.2 — expected call volume

The shipped rate_limit defaults are tuned for a single interactive session (50 Bash calls / 200k tokens / 5 PRs). Operators running CI scripts, batch jobs, or recurring agents often hit these legitimately. Ask:

"How chatty is this agent? Is this an interactive session, a CI run, a long-running operator, or a one-shot script?"

Use the answer to override:

Example customization:

agents:
  _host:
    customized:
      - match: { desc: "Cap exec calls per session" }
        args: [Bash, 200]

4.3 — environment profile

Different blast radius means different default tightness. Ask:

"What kind of environment is this — local dev, staging, production, or a customer-data context?"

Apply this matrix:

4.4 — known-false-positive customizations

Walk the user through each shipped rule that's commonly tripped by legitimate workflows. For every "Yes, that's a problem for me" answer, the user adds a targeted customized: entry. Common cases:

4.5 — hand off to the user (don't write the file or invent YAML)

Per-plugin libraries live in a single file:

~/.sponsio/plugins/<id>/sponsio.yaml

Inside, shipped contracts carry source: bundle:<id> (stamped at install). The user's customisations sit beside them in the same file:

• New contracts — appended to the agent's contracts: list

(without a source: bundle:* tag — anything user-authored).

• Customizations to default rules — entries in the agent's customized:

block: match: { desc: "..." } plus disabled: true / re-tuned args: / narrowed A:.

sponsio plugin install <id> (or sponsio host install <host>) is idempotent — re-run it any time to pull a new bundle (e.g. after pip install -U sponsio) without losing customisations. Default contracts are wholesale replaced from the new bundle; everything user-authored — every contract without the bundle source tag, plus the entire customized: block — is preserved verbatim. Hand-editing a default contract's body in place is the one thing that doesn't survive (same model as brew upgrade clobbering a hand-edited formula); always express changes as a customized: entry instead.

The agent must NOT use Edit, Write, MultiEdit, or shell redirects on this file — the runtime self-modify pack blocks those calls. The agent also must NOT hand the user a YAML snippet it composed from the conversation. Legitimate sources of contract content:

• Bundle libraries — what sponsio plugin install ships
• `sponsio scan` / `sponsio plugin scan` — extracted from code,

policy docs, or a tool inventory

• `sponsio onboard` — combines the above for the project YAML
• The user's own keystrokes

An agent-authored YAML block has none of those provenances; it's LLM output dressed up as configuration. Even if it parses, the user can't verify whether it matches a real shipped rule's desc or silently no-ops because of a typo.

For the tuning conversation, do this instead:

1. Restate, in plain English, what the user said they want and which

shipped rule (or new rule) it would affect. sponsio plugin show <id> prints every rule currently loaded; read that output and quote a desc verbatim if you need to refer to one — but do NOT compose YAML around it.

1. Tell the user the file path

(~/.sponsio/plugins/<id>/sponsio.yaml) and describe the change in words: "add a customized: entry beside the agent's contracts: list whose match.desc is the rule you want to silence, with disabled: true", or "append a new contract to the agent's contracts: list". Point them at the existing pack's syntax for reference; let them author the YAML themselves.

1. When the user says they're done, run

sponsio validate --config ~/.sponsio/plugins/<id>/sponsio.yaml and help them debug if it doesn't parse.

The reason for not ghostwriting: an injected prompt can slip a malicious-but-plausible snippet into a "helpful" agent suggestion, and a trusting user could apply it. Keeping the human as the only author of the bytes is the privilege boundary that makes Sponsio's guarantees real.

4.6 — observe-mode dial for tuning runs

If the user has no idea what numbers to use, suggest:

export SPONSIO_GUARD_MODE=observe

Run their normal workflow for a day, then come back and:

sponsio report --since 24h

Surface the would-have-blocked rules. For every cluster of legitimate-looking violations, tighten the matching customized:. This is the data-driven counterpart to the questionnaire above — the questionnaire is the cold-start prior, the report is the posterior.

Step 5 — verify the deny path actually works

Run a synthetic event through the hook command:

echo '{"hook_event_name":"PreToolUse","tool_name":"Bash","tool_input":{"command":"rm -rf /"}}' \
  | sponsio plugin guard --stdin

Expect: a JSON deny payload on stdout. If it's empty:

1. The library at ~/.sponsio/plugins/_host/sponsio.yaml is wrong or

wasn't written. Re-run sponsio plugin init --force.

1. The Sponsio CLI version is older than the libraries' rule shapes.

Update with pip install -U sponsio.

For an unbundled plugin you scanned in step 3b, do the same with one of its tool names plus a pattern you expect to block.

Step 6 — tell the user to reload the plugin

If the user is in a live Claude Code session, the plugin needs to re-pick up the manifest. Tell them to run /reload-plugins and confirm it shows sponsio-claude-code.

Common configuration adjustments

Operator wants observe mode (log, don't block) — pilot rollout:

export SPONSIO_GUARD_MODE=observe

This dial only affects this plugin; other Sponsio integrations in the same shell still respect SPONSIO_MODE independently.

Operator wants per-plugin overrides instead of editing the library:

Add an customized: block under the agent in ~/.sponsio/plugins/<plugin>/sponsio.yaml:

agents:
  github:
    contracts: [...shipped...]
    customized:
      - match: { desc: "delete_repository is blocked outright (customized: disabled: true to allow)" }
        disabled: true

Troubleshooting

"My rule looks right but the deny doesn't fire."

Most common causes:

1. Wrong tool name. The contract uses mcp__github__delete_repo

but the actual tool is mcp__github__delete_repository. The stateless hook silently no-ops on non-matches (correct behaviour — we can't deny on a tool we have no rule for). Confirm the real name from claude mcp list or by triggering the tool once and reading the PreToolUse event from ~/.claude/projects/.../*.jsonl.

1. Wrong routing. Check the file actually lives at

~/.sponsio/plugins/<routed-id>/sponsio.yaml where the routed id matches what derive_plugin_id would return for the tool name. mcp__github__X → github; acme:fetch → acme; bare Bash → _host.

1. Rate / count rules don't fire on the first call. The

stateless hook gets a fresh empty trace per fire. Until the daemon mode lands, only argument-level rules (arg_blacklist, arg_value_range, scope_limit, arg_length_limit, dangerous_*, tool_allowlist) reliably fire on a single call. rate_limit, loop_detection, must_precede, cooldown are all daemon-future.

What you must not do

• Do not auto-install everything without asking. The user picks

which starter libraries they want — don't push the whole bundle.

• Do not apply scan output without showing the dry-run first.
• Do not invent tool names. If the user can't list them, tell

them you can't safely scan and suggest they list MCP tools from a live Claude session first.

• Do not use --force to overwrite a user-edited library without

explicit consent.

• Do not edit files under sponsio/contracts/*.yaml inside the

installed Sponsio package. Those are read-only shipped packs. User-level adjustments go in ~/.sponsio/plugins/<plugin>/sponsio.yaml.

• Do not flip SPONSIO_GUARD_MODE=observe "to make the smoke

test pass". A failing smoke test means something is actually broken; silencing it hides the bug.