

Also from Kynth Studios


Also from Kynth Studios


Also from Kynth Studios
1# AGENTS.md23DeepSeek Harness is a plugin-based agent harness on vendored Cordis: **everything is a plugin**. Read [docs/architecture.md](docs/architecture.md) before changing `packages/`; follow [docs/AGENTS.md](docs/AGENTS.md) for documentation.45## Pre-release stance: foundation over blast radius67**Remove this section at the first tagged release.** With no external consumers, prefer the correct foundation over compatibility shims: rename or repackage freely and update every reference together. Backends reject old on-disk formats. SQLite uses monotonic `SCHEMA_VERSION`; `dsh-session` keeps `SESSION_FORMAT_VERSION` at `0` with no compatibility promise.89## Repository layout1011```12vendor/ Vendored Cordis source — manifest + sync procedure in vendor/README.md13packages/ @deepseek-ai/dsh-<pkg> workspaces at packages/<group>/<pkg>/14 core/ product API spine: session, system-prompt, tools, agent, agent-loop15 api/ Remote BFF assembly and Typert RPC gateway16 typert/ type graph generator, loader, and runtime registry17 llm/ LLM capability: Service Definition/Consumer + DeepSeek providers18 e2b/ E2B POC: sandbox + FS/subprocess adapters19 shell/ bash capability: Service Definition + local/pwsh providers + shell Consumers20 subprocess/ subprocess capability + local process-tree provider21 terminal/ persistent sessions22 fs/ filesystem capability + policy23 lsp/ language-server capability24 skill/ skill provider registry + local impl + catalog/loader tool25 web/ web capability: Service Definition + search/fetch providers + tool Consumer26 compaction/ compaction capability + basic provider27 context/ request-context plugins28 subagent/ subagent capability: Service Definition + providers + delegation Consumers29 bundle/ installable dsh --profile patch-layer bundles30 workflow/ workflow capability + worker-thread provider + tool Consumer31 todo/ todo_write tool32 plan/ plan mode as logged state33 preset/ per-session agent composition from preset cordis.yml files34 guard/ loop-hygiene + tool-timeout plugins35 self-modification/ the agent inspects/mounts its own plugins36 hooks/ Claude Code/Codex hook bridges + wire-protocol library37 session/ durable session data: persistence, projection, titles, telemetry38 identity/ anonymous identity39 settings/ user-settings capability + file provider40 credentials/ credential-reference capability + env/.env provider41 acp/ automation-only Agent Client Protocol server42 interaction/ approval/interaction capabilities, permission, commands, ask-user43 boot/ shared app-bin glue44 sdk/ JSON-RPC protocol, server, and TypeScript client45 examples/ demo bundles (agent-spine + CLI/ACP/JSON-RPC bins)46 support/ dev/test infrastructure47 util/ zero-dependency utilities48python/ Python SDK and bundled runtime (see python/README.md)49native/ @deepseek-ai/node-addon-landlock-run source of record (see native/README.md)50examples/ Runnable cordis.yml leaves over packages/examples bundles (see examples/AGENTS.md)51.agents/ Agent workflows and Agent Notes (`notes/`)52docs/ architecture, generated catalogs, postmortems, cookbook (see docs/AGENTS.md)53scripts/ repo gates and generators54website/ VitePress projection of selected bilingual docs/ sources55```5657Package groups: [packages/README.md](packages/README.md).5859## Commands6061```sh62pnpm install # pnpm workspaces, node ^22.19 || >=2463pnpm run clean # remove build outputs and safe residue from deleted packages64pnpm run test # vitest unit tests65pnpm run test:coverage # CI coverage gate: per-file 100% on packages/*/*/src66pnpm run test:e2e # real-API tests; self-skip without DEEPSEEK_API_KEY67pnpm run test:snapshot # keyless ACP/headless replay vs expected outputs; filter: -t <name>68pnpm run test:snapshot:record # re-record expected outputs (needs key)69pnpm run typecheck70pnpm run lint71pnpm run duplication # cross-file TypeScript clone detection72pnpm run build # tsc emits lib/types, tsdown bundles runtime73pnpm run hygiene # knip + publint + workspace constraints + NodeNext consumer check74pnpm run check:windows-wine # ONLY when diagnosing a known Windows failure (needs wine); CI owns this signal75pnpm run doc-sync # all documentation gates; leaf list in scripts/run-gates.ts76pnpm run website:build # VitePress build (doubles as dead-link check)77pnpm dsh --profile headless "task" # run one task from source (needs DEEPSEEK_API_KEY)78pnpm run demo:cordis # the agent modifies its own runtime (needs key)79pnpm run demo:acp # ACP automation server (needs DEEPSEEK_API_KEY)80```8182### Host sandbox failures8384When required `gh`, `pnpm`, build, test, or generator commands fail because the agent sandbox blocks credentials, network, IPC, file watching, or nested `sandbox-exec`, retry unchanged with the narrowest host escalation before diagnosing authentication or project failure. Require sandbox evidence; never bypass genuine test failures or the product sandbox under test.8586### Run relevant checks locally8788Run checks before pushes via [dsh-pre-push-checks](.agents/skills/dsh-pre-push-checks/SKILL.md); report only commands run. After `gh stack sync`, validate immediately; do not merge before checks pass.8990- Match evidence to the surface: focused tests for behavior, snapshots for model or user output, `doc-sync` for docs, build/hygiene and built smokes for published paths, and real-API e2e for provider behavior.91- Never default to the full suite or repeat a passing check for commit or push. CI owns exhaustive coverage and the platform matrix; rehearse all locally only by explicit request, for CI diagnosis, or for an irreducibly repository-wide change.92- `test:coverage`, not `test`, is the CI coverage gate ([why](docs/testing.md)).9394## Secrets / .env9596Real-API tests and demos read `DEEPSEEK_API_KEY`, optional `DEEPSEEK_BASE_URL`, and root `.env`. cordis.yml allows `!!js` (never `!js`) under plugin `config` and entry `disabled`; other metadata stays literal, so conditional composition also uses overlays ([primer](docs/cordis-primer.md#loader-configuration)). Never commit credentials. CI e2e skips without a key; [testing.md](docs/testing.md) owns key policy.9798## Conventions99100- Every npm package is `@deepseek-ai/dsh-<name>`; vendored packages are rescoped ([mapping](docs/rescope.md)) and `private: true`. `@deepseek-ai/cordis` is a peerDependency (+ dev) of every harness package.101- ESM everywhere (`"type": "module"`). Use package names across packages and `.ts` in local relative imports. Config subprocesses run built `lib/` under plain Node; source regressions use their declared launcher ([testing policy](docs/testing.md#test-subprocess-launch-modes)). The `dsh` CLI source launch runs through tsx's ESM-only hook (`node --import tsx/esm`); modules it reaches must stay ESM (no CJS-only exports) — Node's native TypeScript modes are unavailable across the engines range ([source-launch contract](.agents/notes/implemented/architecture/2026-07-29-dsh-source-launch-tsx-esm.md)). Raw/Web `cordis.yml` bare plugins must appear in their resolver manifest's `dependencies`; `verify-cordis-config` enforces it.102- **Registrations are effects**: every contribution goes through `ctx.effect()` / `ctx.on()`; a registry's `register()` returns the disposer.103- **Runtime invariants assert owned relationships.** Check authoritative event streams or mutable data, not service or method presence, plugin metadata or effects, or fixed pure examples. Without a plausible relationship, an explained empty companion is correct ([package invariant rules](packages/AGENTS.md)).104- **Typed events use declaration merging** and merge-extensible maps. Event JSDoc needs `@mode` and payload `@param`; scoped keys absent from payloads need `@dshScopeScan unsupported`. Public service methods document parameters and non-void returns. A `SessionEventMap` member is required-on-read by default — builds that do not know its type refuse the log unless the event carries the envelope's `ignorable: true`; only structural format changes bump `SESSION_FORMAT_VERSION` ([mechanism](.agents/notes/implemented/architecture/2026-08-10-session-log-version-mechanism.md)).105- **Switch on discriminant tags.** Closed unions end in `assertNever`; merge-extensible unions fall through a documented default.106- **Waterfall listeners MUST call `next()`** to delegate; returning without it short-circuits the chain ([semantics](docs/cordis-primer.md#cordis-waterfall-semantics)).107- **Model-visible ⟺ logged**: anything that reaches a model request must be reconstructable from the session log; a new model-visible input requires a session event.108- **Plugins, not loop changes**: new behavior goes on documented extension points; changing `agent-loop` requires updating docs/architecture.md.109- **A capability seam comprises Service Definition / Service Provider / Consumer roles.** It is complete, never one role; split only when roles evolve independently ([glossary](docs/glossary.md#capability-seam)).110- **Prefer maintained dependencies over hand-rolling** when they genuinely delete owned code and tests ([policy](.agents/notes/implemented/process/2026-07-26-dependencies-over-hand-rolling.md)).111- **Explicit > implicit at package boundaries**: defaulting is an explicit `resolve(request): Spec` step in the owning implementation, never a hidden `?? default` inside `run()` (the `dsh-shell` request/spec split is the template).112- **No hardcoded tunables in plugins**: deployment-varying choices are validated `Config` fields changeable from cordis.yml; a `DEFAULT_*` constant or test hook is not configurability. Protocol constants, external specs, and security invariants stay fixed.113- **Misconfiguration fails loud** at load when self-contained, otherwise at the earliest resolvable point; never silently skip a missing referent.114- **Opaque cross-boundary ids are branded** (`Branded<B>` from `dsh-brand`), never bare `string`.115- **Trust TypeScript at typed same-process boundaries.** Do not add runtime validation, fallback behavior, or hostile-input tests solely for values the static interface requires; validate at parser/config, queued, model/tool JSON, durable/file, worker, process, and wire boundaries.116- **Source plane vs artifact plane, never mixed.** Static gates and tests resolve workspace imports through tsconfig `paths` to `src` and pass on a clean tree; gates consuming built `lib/` declare that dependency ([layout](docs/development.md#typescript-project-layout)).117- **Keep compiler faces explicit.** Each package uses one aggregate except `api/remotes`; repo-wide programs seed a face config, never the root solution ([layout](docs/development.md#typescript-project-layout)).118- **An empty `catch` names what it swallows** and why nothing else can reach it; keep the `try` to one statement.119- Do not comment on facts obvious from code.120- **Prefer symmetry for parallel values**; unexplained asymmetry usually signals a missed extraction.121- **Tests describe behavior, not correctness.** Change obsolete behavior with its tests; explain why in the PR.122- **Non-trivial changes MUST include an Agent Note in the same PR;** only mechanical/local edits are exempt ([scope](.agents/notes/README.md#when-to-write-one)). Archived notes are frozen: never edit or treat them as current authority ([archive policy](.agents/notes/README.md#archiving-and-deletion)).123- **Testing policy** — [docs/testing.md](docs/testing.md). Every non-trivial model- or product-user-visible behavior change adds or updates a keyless snapshot through a real runnable example in the same PR; package tests, e2e-only assertions, and mock-only fixtures do not substitute for the assembled application transcript. Fixtures must replay on macOS/Linux; fix fixtures, not normalizers.124- **A tool's UI render intent is part of its design**, decided up front (`generic`/`terminal`/`diff`, `locations`); presentation methods are pure functions of `args` ([cookbook](docs/cookbook/adding-a-tool.md)).125- **Plan unit, e2e, and snapshot coverage** for capability seams, lifecycle paths, and transcript output; include missing snapshot-harness support in the same change.126- **Choose PR history deliberately.** Split independent changes; fix the introducing PR before propagation. Standalone PRs and official stacks may merge-forward or rebase after review. Rewrites use `--force-with-lease`, abort on remote movement, never raw `--force`; an in-progress merge-forward preserves its checkpoint before taking a newer base ([rationale](.agents/notes/implemented/process/2026-08-02-native-github-stacks-and-optional-rebases.md)).127- **Labels:** one PR `kind/*`, all material `area/*`, and native Issue Type ([taxonomy](.agents/notes/implemented/process/2026-08-08-unified-github-label-taxonomy.md)).128- TODO markers: `FIXME`/`TODO`/`XXX` by urgency ([semantics](docs/development.md)).129- Files end with exactly one trailing newline; `git diff --cached --check` (pre-commit) gates it.130131## Defensive patterns132133Read [docs/defensive-patterns.md](docs/defensive-patterns.md) before lifecycle, concurrency, subprocess, or teardown work.134135## Type safety and documentation136137Everything compiles under `strict: true` with `noImplicitAny`; every remaining `any` explains why narrowing is infeasible. Every module and export has concise JSDoc for its non-obvious contract; function-like exports include `@param`/`@returns`, as enforced by `verify-export-jsdoc`. Heritage-declared members, plugin-protocol slots, and constructors keep their docs at the declaring Service Definition, protocol, or class.138139Comments and docs state complete contracts and context, not reasoning transcripts. Use direct, concrete terms. Do not use metaphors. Before writing `contract`, `boundary`, or `shape`, ask whether a more exact term names the subject: write `response fields`, `JSON validation`, or `ESM exports` instead of `response shape`, `validation boundary`, or `module shape`. Keep `contract` for preconditions, postconditions, invariants, compatibility promises, and other obligations that callers, callees, implementers, providers, producers, or consumers rely on. Keep a literal process, wire, security, transaction, or lifecycle boundary. Do not narrate control flow or tests, preserve review history, or restate code. Keep behavior, failure, timing, ownership, and safe-use facts; link the rationale. Use [dsh-prose-standard](.agents/skills/dsh-prose-standard/SKILL.md) for decisions. Wire mechanically checkable invariants into an executed top-level gate and prove each changed acceptance path rejects an invalid case. Use narrow, justified exceptions instead of disabling a rule globally.140141Docs accompany every code change: update affected README and JSDoc contracts together. Routine bilingual work follows [docs/AGENTS.md](docs/AGENTS.md); only explicit user invocation may run `dsh-translate-docs`. Current-state prose, one physical line per paragraph, one home per fact, and word budgets live there.142143## Editing these instructions144145`CLAUDE.md` symlinks `AGENTS.md` at root, `packages/`, and `examples/`; edit the real file. Keep each rule self-contained while linking high-level docs. Condense when clarity survives; raise a `verify-doc-budgets` ceiling when the required content genuinely needs more space.146147## Vendoring policy148149`vendor/` packages are pinned source copies (manifest with upstream SHAs in [vendor/README.md](vendor/README.md)). Update via the sync procedure there; re-apply or retire the logged local modifications; rerun `pnpm run test && pnpm run build`.150
One repository carrying more than one format is the comparison this product exists for: does anyone actually write different content in each file, or is one a copy of the other?
| Repository | Format | Stack | Covers | Score | Changed |
|---|---|---|---|---|---|
| deepseek-ai/deepseek-harness.agents/notes/AGENTS.md · 104k | AGENTS.md | do-notagent-behaviour | 23/100 | today | |
| deepseek-ai/deepseek-harness.agents/notes/archived/AGENTS.md · 104k | AGENTS.md | do-notagent-behaviour | 31/100 | today | |
| deepseek-ai/deepseek-harness.agents/notes/implemented/AGENTS.md · 104k | AGENTS.md | agent-behaviour | 39/100 | today | |
| deepseek-ai/deepseek-harness.github/AGENTS.md · 104k | AGENTS.md | no sections | 16/100 | today | |
| deepseek-ai/deepseek-harnessnative/landlock-run/AGENTS.md · 104k | AGENTS.md | setupteststylearch+3 | 100/100 | today | |
| deepseek-ai/deepseek-harnesspackages/AGENTS.md · 104k | AGENTS.md | archtesting-strategydependenciesdocs | 46/100 | today | |
| deepseek-ai/deepseek-harnesspackages/client/AGENTS.md · 104k | AGENTS.md | testarchtesting-strategydependencies+4 | 70/100 | today | |
| deepseek-ai/deepseek-harnesspackages/schedule/AGENTS.md · 104k | AGENTS.md | archdependencies | 34/100 | today | |
| deepseek-ai/deepseek-harnesspackages/web/AGENTS.md · 104k | AGENTS.md | archdependencies | 20/100 | today | |
| deepseek-ai/deepseek-harnessscripts/AGENTS.md · 104k | AGENTS.md | no sections | 4/100 | today | |
| deepseek-ai/deepseek-harnesswebsite/AGENTS.md · 104k | AGENTS.md | do-notdocs | 40/100 | today |
Same format, overlapping stack, ranked by quality.
| Repository | Format | Stack | Covers | Score | Changed |
|---|---|---|---|---|---|
| code-yeongyu/oh-my-openagentpackages/web/AGENTS.md · 68k | AGENTS.md | setupbuildtestlint-format+6 | 100/100 | 13 days ago | |
| mui/material-uiAGENTS.md · 99k | AGENTS.md | setupbuildtestlint-format+9 | 100/100 | 14 days ago | |
| aaif-goose/gooseAGENTS.md · 53k | AGENTS.md | setupbuildtestlint-format+7 | 100/100 | 8 days ago | |
| duckduckgo/content-scope-scriptsspecial-pages/AGENTS.md · 70 | AGENTS.md | buildteststylearch+3 | 100/100 | 14 days ago | |
| deepseek-ai/deepseek-harnessnative/landlock-run/AGENTS.md · 104k | AGENTS.md | setupteststylearch+3 | 100/100 | today | |
| TryGhost/Ghoste2e/AGENTS.md · 55k | AGENTS.md | setupteststylearch+2 | 100/100 | today | |
| n8n-io/n8npackages/@n8n/agents/AGENTS.md · 201k | AGENTS.md | buildteststylearch+3 | 100/100 | 14 days ago | |
| elastic/elasticsearchx-pack/plugin/core/src/main/java/org/elasticsearch/xpack/core/ml/AGENTS.md · 78k | AGENTS.md | buildtestlint-formatstyle+2 | 100/100 | 14 days ago |
A badge carrying the measured quality of the strongest agent config file in this repository, out of 100. It reads from this index every time somebody loads your page, so it changes when the measurement changes and there is nothing to keep up to date. Free, no account, and the value is not something you or we can set by hand.
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