AGENTS.md

This is the monorepo for the DeepSeek Harness group. It currently hosts the code for DeepSeek Code, DeepSeek's coding agent product.

Architecture

This codebase is based on the Cordis framework, built microkernel-style: everything is a plugin. All necessary Cordis dependencies are copied into this monorepo as vendored source (under vendor/) instead of being depended on via npm.

Read docs/architecture.md before changing anything under packages/ — it defines the service map, the event taxonomy, the session/turn/step lifecycle, and the plugin cookbook.

Design Documents

Coding Harness MVP 需求分析 — requirement analysis for the initial MVP.
微内核Harness实现思路 — discussion of the microkernel plugin-style architecture ("everything is a plugin").

Repository Layout

vendor/      Vendored Cordis framework source (original npm names, private).
             See vendor/README.md for the manifest, local-modification log,
             and the upstream sync procedure. Do NOT edit casually — every
             divergence must be logged there.
packages/    Harness packages, all named @deepseek-ai/dsh-<name>:
  llm/            abstract LLM service + content-block vocabulary
  llm-deepseek/   DeepSeek API adapter (hand-rolled fetch/SSE)
  llm-pi-ai/      DeepSeek adapter via @earendil-works/pi-ai (design twin)
  session/        event-sourced session log + in-memory store
  system-prompt/  prompt-section + tool-schema assembly registry
  tools/          tool registry + tools/execute waterfall
  agent/          Agent interface, registry, agent/* event vocabulary
  agent-loop/     THE concrete plugin: LoopAgent + the loop driver
  invariants/     dev-mode event-contract invariants + session-log freeze
  bash/           abstract bash executor seam (ctx.bash) — interface only
  bash-local/     local-subprocess BashExecutor implementation
  tool-bash/      model-facing bash/bash_output/bash_kill tool schemas
examples/    Runnable demos (not workspaces). echo-agent = mock model + echo
             tool + stdio UI + JSONL persistence, wired via cordis.yml.
             coding-agent = the real thing: DeepSeek V4 + bash tools
             (pnpm run demo:coding, needs DEEPSEEK_API_KEY).
docs/        architecture.md — the design doc. module-graph.md — generated
             inter-package dependency graph (Mermaid; `pnpm run gen-module-graph`).
             adr/ — decision records (the
             why behind vendoring, event-sourcing, the schema DSL, …).
             rfc/ — proposals for substantial future work.
             cookbook/ — step-by-step guides: adding a package, a tool,
             an LLM adapter.
scripts/     repo maintenance scripts (vendor-manifest guard, publint runner).
             JS bundling is tsdown (root tsdown.config.ts + two per-package
             overrides in vendor/).

Commands

pnpm install        # pnpm workspaces, node >= 24
pnpm run test           # vitest run (packages/*/tests/**/*.spec.ts)
pnpm run test:coverage  # vitest run --coverage (per-file 100% gate on packages/*/src)
pnpm run test:e2e       # real-API tests (packages|examples/*/tests/**/*.e2e.ts);
                    # self-skips without DEEPSEEK_API_KEY — see Secrets below
pnpm run typecheck      # tsc -b tsconfig.build.json (declarations) + tsc -p
                    # tsconfig.typecheck.json (tests/examples typecheck too)
pnpm run lint           # eslint .
pnpm run lint:fix       # eslint . --fix
pnpm run build          # tsc -b tsconfig.build.json && tsdown (JS bundles into lib/)
pnpm run knip           # dead-code / unused-dependency check
pnpm run publint        # package.json publish-correctness check (publishable packages/*)
pnpm run hygiene        # knip + publint + workspace constraints
pnpm run doc-typecheck  # typecheck every ```ts block in README.md, docs/**/*.md,
                    # packages/*/README.md (doc/code drift gate)
pnpm run verify-event-taxonomy  # assert the event-taxonomy table in docs/architecture.md
                    # matches the interface Events declarations in source
pnpm run doc-sync       # doc-typecheck + verify-event-taxonomy (CI runs this)
pnpm run demo:echo      # run examples/echo-agent (no API key; type "echo hi" to
                    # see a tool call) — the mock skeleton
pnpm run demo:coding    # run examples/coding-agent — the real agent (needs
                    # DEEPSEEK_API_KEY; give it a coding task)

Secrets / .env

Real-API e2e tests (pnpm run test:e2e) read DEEPSEEK_API_KEY (and optionally DEEPSEEK_BASE_URL) from the environment, or from a gitignored .env at the repo root loaded via Node's native process.loadEnvFile():

DEEPSEEK_API_KEY=sk-…
DEEPSEEK_BASE_URL=https://…   # optional; defaults to the public API

cordis.yml configs reference env vars with the !!js tag: apiKey: !!js process.env.DEEPSEEK_API_KEY. Never commit real credentials; CI has no secrets and e2e suites must self-skip without them.

Dev/test/demo run unbuilt via tsx + the paths map in the root tsconfig.json (vitest resolves through tsconfig.test.json). Building is only needed for publishing/consumption outside the repo — with one exception: pnpm run lint's type-aware rules resolve vendor packages through their built declarations (tsconfig.typecheck.json → vendor/*/lib), so run pnpm run typecheck once after a fresh clone (CI does the same) or lint reports unresolved-type no-unsafe-* errors.

Conventions

Package naming: every npm package in this repo is @deepseek-ai/dsh-<name> (vendored packages keep their upstream names and are private: true).
ESM everywhere ("type": "module"); imports between workspace packages use package names, never relative paths across package boundaries. In-package imports use explicit .ts extensions (allowImportingTsExtensions).
cordis is a peerDependency (+ devDependency) of every harness package, mirroring upstream convention.
Registrations are effects: anything a plugin contributes (adapter, tool, section, agent, event listener) goes through ctx.effect() / ctx.on() so disposal and HMR work. If you write a registry, register() must return the disposer.
Typed events via declaration merging: services declare their events in declare module 'cordis' { interface Events { … } }, and their ctx key in interface Context. Extensible unions use the merge-extensible-map pattern (see ContentBlockMap, MessageSourceMap).
Waterfall semantics: ctx.waterfall listeners receive (...args, next) and MUST call next() to delegate; returning without it short-circuits. This is the veto mechanism — use deliberately.
Discriminated unions: match, don't chain: branch on a tagged union (StreamChunk, FinishReason, SessionEvent, …) with a switch on the tag, not a chain of if (x.kind === '…'). The switch narrows each arm so member-only fields (finish.message, finish.code) are reachable in the right case and a typo'd tag fails to compile. Prefer extracting a small typed helper (finishError(finish: FinishReason)) over inlining the branches at the call site.
Switch exhaustiveness: switches over CLOSED unions (e.g. StreamChunk) end with default: assertNever(value, 'context') (from dsh-llm) so adding a variant breaks compilation at every switch that must handle it. Switches over MERGE-EXTENSIBLE unions (SessionEventMap, ContentBlockMap, FinishReason, …) must NOT use assertNever — plugin-added variants are valid unknown values; handle known cases and fall through default with a comment (the lint rule switch-exhaustiveness-check makes the choice explicit either way; a redundant disable directive is itself a lint error).
Plugins, not loop changes: new behavior goes into a plugin on the documented extension seams (see the plugin sanity checklist in docs/architecture.md). Changing agent-loop requires updating that doc.
Capability seams are three packages: when adding a swappable capability (an execution backend, a provider integration, …), split it into interface (abstract service + vocabulary types, e.g. bash/), implementation (a concrete subclass, e.g. bash-local/), and consumer (what the model/plugins see, e.g. tool-bash/). Implementations and consumers then evolve independently — a sandboxed executor replaces bash-local without touching tool schemas. The LLM seam follows the same shape (llm/ is interface + consumer surface; adapters are implementations). See docs/architecture.md § "Capability seams" for when NOT to split.
Explicit > implicit at package seams: interface/vocabulary types spell out every field a consumer must supply — no optional field that the implementation silently fills with a hidden ?? default. Put defaulting in the owning implementation as an explicit step (a resolve(request): Spec method that turns the optional-field request into the required-field spec), not smuggled inside run()/start(). Example: dsh-bash splits BashExecRequest (optional workdir/timeoutMs, model-facing) from BashExecSpec (required, what run/start act on); the tool layer calls ctx.bash.resolve() between them. The reader of a BashExecSpec never has to wonder where the working directory came from.
An empty catch must name what it swallows and why nothing else can hit it: a bare catch {} hides bugs. When you deliberately ignore a throw, the comment must (a) name the single expected failure, (b) say why ignoring it is correct — usually because the useful state was already captured before the try — and (c) make clear nothing else of consequence can reach the catch (ideally the try wraps a single statement). Example: the error-body response.json() parse in dsh-llm-deepseek's adapter sets code + HTTP status from the status line before the try, so a malformed provider body can only cost a richer message, never the real error.
Symmetry is usually more correct: when two related values play parallel roles (a test fixture and its expected output, a request shape and its response shape, a buggy input and the test that checks the fix), give them parallel form — both named consts, or both inline, not one each way. Asymmetry is a smell that usually points at a missed extraction.
Tests: vitest, colocated under packages/<name>/tests/*.spec.ts. Every registry needs an HMR-safety test (dispose the contributing fiber, assert cleanup). Excessive tests are welcome — when in doubt, write the test; err on the side of covering edge cases, error paths, event ordering, and concurrency races even if they seem unlikely. Review findings get regression tests (see packages/agent-loop/tests/review-fixes.spec.ts).

Defensive patterns (hard-won)

Each bullet is a bug class that bit us; the rule prevents the reoccurrence.

Report orthogonal outcomes independently. A result can be several things at once (a process can both time out AND exit 0 because it trapped the signal). Don't nest the report of one flag inside the branch of another. Surface each independent fact (timedOut, signal, exitCode) on its own so a caller never reads a cut-short run as a clean success.
Honor cross-seam contracts on BOTH sides. When an interface documents two valid ways to signal something (e.g. an adapter may report a model failure by THROWING from stream() or by ending the stream with a finish {kind:'error'|'aborted'} chunk), the consumer must handle both — not just the one the first implementation happened to use. A library-backed adapter that can't throw mid-stream relies on the finish-chunk path; if the loop only catches throws, a provider 401 becomes a normal completed turn. Document the contract where the type is defined and exercise every branch through the real consumer in tests.
Async state is not synchronous state. agent.send() does not flip status to running before it returns; a background task's completion races turn boundaries; reader.close() fires for both EOF and disposal. Never gate control flow on a status you only just requested. Drive lifecycle off the events/promises that actually fire (agent/status, task.done), and when "done" needs a settle signal, observe the transition (saw running THEN idle) rather than counting actions you assume map 1:1 to turns — the loop batches queued messages into one turn. But a settle-signal guard cuts both ways: if the awaited transition can never occur (EOF with no work submitted → no turn ever starts → never running), it hangs forever. Always handle the "nothing to wait for" branch explicitly alongside the "wait for the work" branch.
Dispose must reach quiescence, not just request it. A teardown that issues kills/aborts but returns before the work stops leaves orphans. Make cleanup async and await the children's exit (kill → await done), and close listener/notification registries before killing so late completions stay silent. Tests must prove disposal waited (pid already gone right after await fiber.dispose()), not merely that the process eventually dies.
Contain callback exceptions at the boundary. A user-supplied listener (onTaskDone, event handlers) that throws must not reject the promise it runs inside or starve the listeners after it. Wrap the dispatch loop in try/catch and log; never let one bad subscriber break core lifecycle.
Never hand untrusted/model output the ambient environment or predictable paths. Spawned commands get a scrubbed env (drop *KEY*/*SECRET*/ *TOKEN*) so the harness's own credentials can't leak into output, env, or spill files. Temp/spill files use a private (0700) dir, random names, and exclusive owner-only ('wx', 0o600) opens — predictable world-readable paths invite symlink races and disclosure.
e2e tests own their resources. Real-API/integration tests must create the harness in the test and dispose it in afterEach (even on failure/retry/timeout), so a flaky run doesn't leak processes or contexts. Shared fixtures live in a plain tests/harness.ts module, NOT another *.e2e.ts file — importing a spec file re-registers its describe and duplicates real API calls. Verify the WORLD, not the agent's self-report: re-run the command/check externally and assert files are byte-identical where they should be unchanged (a keyword probe lets a cheating agent pass).
Tag spelling and EOF hygiene. cordis.yml interpolates env via the !!js tag (js-yaml resolves custom tags under tag:yaml.org,2002:js), not !js — keep code, comments, and docs consistent. Files end with exactly one trailing newline; git diff --check (a pre-push gate) rejects new blank lines at EOF.

Type Safety and Documentation

This codebase aims to be very type-safe and well documented for maintainability. Code that fails to compile under strict: true (with noImplicitAny enabled for all packages/* source) is not acceptable. Every any that remains must have a specific justification (a comment explaining why a narrower type is infeasible).

In the core packages (packages/llm, packages/tools, packages/agent, packages/agent-loop, packages/session, packages/system-prompt), type gymnastics are acceptable when they improve the DX of plugin authors for common plugin types. The defineTool typed schema DSL in dsh-tools is the canonical example: the SchemaSpec to InferArgs<S> type-level mapping gives tool authors zero-cast typed execute args, and the cost of the conditional types stays inside the core package.

Verbose documentation is fine as long as docs and code stay strictly in sync. Out-of-sync docs are worse than no docs. When you change code, update its docs in the SAME change — grep the package README and the module/JSDoc comments for the old behavior (config keys, defaults, error codes, wire field names, event names) and fix every hit. CI runs pnpm run doc-sync (doc-typecheck + verify-event-taxonomy), which typechecks every fenced ts block in README.md, docs/**/*.md, and packages/*/README.md and verifies the event-taxonomy table against source — but that scope does NOT cover AGENTS.md, packages/AGENTS.md, or packages/README.md, nor does it catch prose drift (config keys, defaults, error codes), so keeping those in sync remains on the author. Every module has a module-level doc comment explaining its role. Every exported class, interface, type, function, and non-obvious method has a JSDoc that explains semantics (not just the name) — contracts (what events fire when), disposal behavior, error behavior, and extension intent. Internal helpers get docs only where non-obvious. Prefer one-liners when one line suffices.

Markdown is not hard-wrapped: write one line per paragraph and let the editor soft-wrap. Hard line breaks mid-paragraph make docs harder to edit and diff — a one-word change reflows and re-diffs the whole paragraph. This applies to prose only: leave fenced code blocks, tables, and list structure intact (a wrapped list item folds to one line per bullet). Code comments / JSDoc are exempt — they stay under the linter's column limit.

Editing these instructions: AGENTS.md is the real file; CLAUDE.md is a symlink to it (at the repo root and in packages/). Always edit AGENTS.md — never write through the CLAUDE.md symlink or replace it with a regular file.

Vendoring Policy

vendor/ packages are pinned source copies (manifest with upstream commit SHAs in vendor/README.md). To update one, follow the sync procedure there; re-apply (or retire) the logged local modifications and rerun pnpm run test && pnpm run build.

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