dsh-harness-audit

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Audits an agent harness for the failure modes that break agent loops — and refuses any finding whose evidence isn't actually in the code.

Fifteen checks, one throwaway subagent each, and a summary written by code rather than by a model. The plugin is self-contained: installing it installs the criteria too.

The fifteen checks

Each check is one failure mode of an agent loop, and states what to look at.

State stays self-consistent

	Check	What it examines
C1 ★	Tool-call pairing completeness	Whether every way tool execution can end — error, timeout, cancellation included — still records a result, and whether one failure in a parallel batch discards the rest.
C2	History is append-only	Whether anything edits a message after it was added, rather than only appending new ones.
C3	Crash and checkpoint semantics	What a reader sees if the process dies between the two halves of a multi-part write, and whether that half-written state is detectable on restart.

Untrusted input is treated as untrusted

	Check	What it examines
C4 ★	Model output parsing	How model output is parsed: whether malformed arguments, a truncated stream, or a repeated call id are handled rather than trusted.
C5	Path and sandbox boundaries	Whether a model-supplied path is resolved and checked against the workspace root — after symlink resolution, not before.
C6	Secrets and ambient environment	What environment a model-generated command inherits, and whether secrets are in it.

Failure is a first-class outcome

	Check	What it examines
C7	Error taxonomy and retryability	Whether failures carry a closed set of error codes classified as retryable, not retryable, or fatal — or arrive as unclassified text.
C8	Partial success	Whether independent outcomes collapse into a single status, so one failure hides or discards the successes beside it.
C9 ★	Idempotency and side-effect safety	What sits inside the retry wrapper: if the retried region performs a write, a command, or an outbound message, a retry repeats it.

Boundaries can be closed

	Check	What it examines
C10 ★	Cancellation propagation	Whether the cancellation signal actually reaches outbound requests and spawned subprocesses, or stops at the loop.
C11	Timeout layering	The timeout layers on one tool call and their relative sizes — the tool budget must expire before the resource underneath it.
C12 ★	Loop and budget limits	Whether hard ceilings exist on turns, tool calls, wall-clock time, tokens, and delegation depth.

Finite resources are accounted for

	Check	What it examines
C13 ★	Context management and truncation boundaries	Whether context is managed at all as a session grows, and where truncation cuts — a cut through a call/result pair breaks the history.
C14 ★	Prompt prefix determinism	Whether everything before the newest message — system prompt, tool definitions, prior messages — is byte-identical between runs, which is what the cache needs.

The run is observable

	Check	What it examines
C15	Trace completeness and replay	Whether the run leaves an event record covering turns, tool calls and results, retries, truncation, and approvals, complete enough to reconstruct it.

★ marks the seven critical checks — /harness-audit p1 runs exactly these.

Use

/harness-audit          # asks which dimensions, with a plain-language menu
/harness-audit C1       # one dimension
/harness-audit C1,C9    # several
/harness-audit p1       # the seven critical ones
/harness-audit all      # all fifteen

The command returns immediately and the audit runs as a background job, so it does not block the session. When it finishes, the agent is woken and reports. Ask for progress at any time with job_output <id>.

Two files land in outputDir (default .harness-audit/), named by local time and the dimensions covered:

report-2026-08-17_095736-C1.md
report-2026-08-17_095736-C1.json

Input that cannot be parsed is refused, never silently reinterpreted — an earlier version accepted only --checks, so --check c2 fell through to a configured default and audited a different dimension without saying so.

Does it work?

Measured against a fixture with known defects — seven deliberate C1 bugs, one config-gated case, and one deliberately correct module as a false-positive probe:

Defects found	8 of 8
False positives	0 — the correct module was never flagged
Evidence rejections	2 of 10 submissions, both corrected on resubmission
Cost	205s, 61K in / 24K out for one dimension

The one verdict that differed from the fixture's answer key was the auditor being more right than the sheet: it read the default of the environment variable gating the path and judged it reachable.

npm test --prefix dsh-harness-audit

191 tests. The load-bearing ones assert that every check carries criteria a subagent can judge by, that a check prompt carries only its own criteria, and that no prompt has drifted back to asking for a document that is not installed.

How a run works

1. Recon — one subagent locates landmarks (agent loop, request assembly, tool execution, …) and reports them through report_landmark.
2. Fan-out — one throwaway subagent per check, each given exactly one check's criteria and only the landmarks that check depends on. A check whose required landmark was not found is not dispatched; it is recorded as not covered. Running a check with no target is a leading source of false positives.
3. Summary — pure code. No model writes it: that is how suspected turns into confirmed and how unevidenced claims get in.

One entry per check, each with its own cost. That separation is what makes the per-check figures in the report real rather than estimated.

Evidence validation

report_finding refuses a submission unless:

1. the check belongs to this run,
2. the path is first-party code — not .venv, site-packages, node_modules, …,
3. the file exists inside the workspace (also the path-traversal gate),
4. the line exists in that file,
5. the quoted evidence actually appears within ±3 lines of the cited line, and
6. a suspected verdict carries a confirmHint.

Rule 5 compares normalised text — trimmed, internal whitespace collapsed — not bytes, so indentation differences don't cause spurious refusals. A refusal is returned to the subagent with the reason, and in practice it re-reads the file and resubmits correctly.

The rejection rate is the metric to watch. Every report states it. A high rate means the subagents are fabricating and the prompts need work. It is never a reason to relax validation.

Scope enforcement exists for the same reason. A first run against a Python project located all 23 landmarks inside .venv/site-packages/, auditing the vendored framework rather than the project. Asking was not enough; the tools now refuse those paths, and the same run costs 147s instead of 698s.

Install

First, get DeepSeek Harness

This is a plugin — it needs a dsh install to mount into. With Node.js present:

npx @deepseek-ai/dsh web

That starts the Web UI at http://127.0.0.1:3080. Or from a source checkout:

git clone https://github.com/deepseek-ai/deepseek-harness.git
cd deepseek-harness
pnpm install
pnpm run build
pnpm dsh web

Two things worth knowing before you build on it:

• DeepSeek Harness is a developer preview and there will be compatibility-breaking changes. This plugin pins its peer dependencies to ^0.1.0-rc.5 for that reason.
• dsh plugin shells out to pnpm, so pnpm must be on your PATH for the install step below.

Then install this plugin

dsh plugin --profile web add dsh-harness-audit

npm i dsh-harness-audit downloads the package but does not activate it — dsh plugin add installs it into the profile, and the dsh.bundle declaration in package.json is what gets its configuration layer mounted. Check it landed:

dsh --profile web --dump-config

A # == dsh-harness-audit layer should appear. To remove it later, use the package name:

dsh plugin --profile web remove dsh-harness-audit

Distribution is via npm or pnpm pack. A GitHub install works too, but pulls source rather than build output: pnpm must run this package's prepare script, which the user has to authorise in their profile's pnpm-workspace.yaml. That authorisation lets this package's code run on their machine outside any agent sandbox, so pin the commit:

dsh plugin --profile web add github:you/repo#<commit-sha>

Without the sha the install resolves to whatever the default branch points at at install time, so two people running the same command on different days get different code. The prebuilt paths avoid the question entirely.

Development

pnpm dsh --profile web --patch ./dsh-harness-audit/cordis.yml

Four things that cost time when they are wrong:

• web is an alias for --profile web and rejects --patch alongside it. Use --profile web.
• The name in cordis.yml must be an installed package name or an absolute file:// URL. Node's ESM loader accepts only file:, data: and node: schemes — a bare F:/… fails with Received protocol 'f:', and a git URL cannot work here at all. Git URLs belong in dsh plugin add, not in a patch row.
• Running dsh from a source checkout requires that checkout to be built (npm run build:lib:host at minimum), or the boot fails in typert-loader before any plugin loads. A built install — what real users have — is fine.
• pnpm install here needs --ignore-workspace when the package sits inside another pnpm workspace's tree; without it pnpm installs the outer workspace and ignores this package entirely.

Configuration

Field	Default	Meaning
checks	[]	Check ids to run. Empty means "ask", never "audit everything".
priorityFloor	2	Run checks at or below this priority (1 = P1 only). An explicitly named check runs regardless.
concurrency	3	Checks in flight at once. 1 is supported and is the cheapest way to debug.
subagentProvider	spawn	Subagent provider name.
maxTokensPerCheck	120000	Advisory. See the limitations below.
outputDir	.harness-audit	Workspace-relative report directory.
announceOnStart	true	Post a one-line notice when a run starts, so a fresh session has something to attach the job UI to.
background	true	Run as a job. false blocks the command until the audit finishes.
useLsp	true	Try LSP navigation, degrading to text search.
crossCheckAnalysis	false	Reserved; not yet emitted.
language	auto	Output language. auto follows the harness locale, then the host locale, then English.
excludePaths	dependency dirs	Directory names refused as out of scope. [] audits a vendored framework deliberately.

Known limitations

• maxTokensPerCheck is advisory. The subagent seam has no whole-run token cap — AgentOptions.maxTokens bounds a single response, not a run — so the budget is stated to the subagent and recorded, and the report gives the observed cost. It is not enforced.
• crossCheckAnalysis is not implemented. When built, its output must be a separate section marked as model inference that did not pass validation.
• LSP availability is per-extension. The seam exposes no capability query, so availability is observed by running a query and routing on the thrown LspError. The probe runs after recon, using the detected primary language, and speaks only for that language.
• Token attribution needs a local subagent provider. Cost is folded from the child's session events; a remote provider publishes no local child session, so its usage reads as zero.
• A run in a brand-new session shows nothing until the first turn. Command dispatch produces no turn, and the conversation's UI slots are session-scoped, so the job indicator has nowhere to attach until something else starts one. announceOnStart exists to start one.

Design notes

The criteria live in src/criteria.ts, not in a skill. An earlier version shipped a bundled harness-evaluation skill that subagents loaded at run time. That indirection is gone so that installing the plugin installs everything. The trade is recorded in that file's header: changing a criterion is now a code change and a release, and a project can no longer override the criteria by shipping its own skill of the same name.

Each check's criteria are handed to its subagent verbatim, and only its own. The plugin's name, group and picker glosses are navigation copy; no subagent is shown them, and they must never stand in for the criteria.

Audit children are not tool-scoped. An earlier version passed toolFilter: { allow: [...] }, built from names resolved in the plugin's own scope. Model-facing tools live on the agent plane, so the list collapsed to one entry and tools.restrict() removed everything else — recon came back with unknown tool "read". There is no supported way to enumerate a child's scope before it exists, and guessing is worse than not scoping.