Deepseek

deepseek — spend DeepSeek's tokens on grunt work, not your own context

Runs a nested, headless claude process pointed at DeepSeek's Anthropic-compatible endpoint (ANTHROPIC_BASE_URL=https://api.deepseek.com/anthropic) to do a bounded, mechanical edit — so the parent session's own context/tokens aren't spent on it. The child works in an isolated git worktree by default; its diff is written back as a .patch file, never applied directly unless you opt in. Every run ends in a JSON receipt on stdout, not prose.

When to use

• The task is simple and mechanical: add docstrings, reformat, fill boilerplate, write/extend

tests, add comments, rename a symbol. Good token-efficiency win.

• Not for anything needing judgment, architectural decisions, multi-file design, or touching

.github/**, secrets, or infra/** (denied by default — see .deepseek.json).

• You want the change reviewed before it lands: default mode produces a patch, not a commit.

Invocation

uv run --locked /deepseek.py  [args]

` is this skill's directory (where this SKILL.md lives). Requires uv, git, and the claude CLI on PATH; deepseek check` verifies all three plus the API key.

Operations

| Op | Use | |----|-----| | init | write a starter .deepseek.json to cwd (refuses to overwrite) | | check | offline preflight: claude/git on PATH, DEEPSEEK_API_KEY resolvable; exit 0/3 | | config | print the merged effective config (defaults + .deepseek.json) as JSON | | delegate --task "…" [--file F ...] [--dir D] [--in-place] [--verify CMD] [--model M] | run the child, verify, guardrail-check, and either write a patch or apply in place. ⚠️ --file is accepted but not yet enforced in v1 — see below. | | apply PATCH | git apply a .deepseek/edit-*.patch produced by a prior delegate |

delegate defaults to worktree + patch: the child edits a disposable worktree, the diff is written to .deepseek/edit-.patch in the real repo, and nothing in your working tree changes until you review and run apply. Pass --in-place to skip isolation and let delegate apply directly to the current tree — it refuses if the tree is dirty (commit or stash first).

⚠️ --file does not scope the edit. It's accepted by the CLI but not yet read by delegate in v1 — the delegated child always sees the whole repo (within ALLOWED_TOOLS), not just the named file(s). To actually scope what the child touches, be specific in --task's description and/or rely on auto.denyGlobs in .deepseek.json — don't count on --file to fence the edit.

Autonomy modes (.deepseek.json → mode)

deepseek itself doesn't read mode to change its own behavior — delegate/apply always run the same way. mode is a contract for the parent agent/orchestrator driving deepseek:

| Mode | Parent behavior | |------|------| | explicit | Only delegate when the user explicitly asks to offload this task. | | suggest | Parent may propose delegating (e.g. "this looks delegable — offload it?") but waits for user confirmation before running delegate. | | auto | Parent may delegate without asking, but only for tasks in auto.allowTasks, touching only auto.allowGlobs and none of auto.denyGlobs, under auto.maxCostUsdPerRun. auto.isolate is forced True in this mode (non-overridable) — auto-mode delegations are never --in-place. |

Reading a receipt

Every delegate prints one JSON object to stdout: {status, workspace, files, verify, cost, turns} are always present. A patch key (path to the withheld patch, under .deepseek/) is added only when status == "patch_ready" — every other status omits it entirely (don't index receipt["patch"] unconditionally). Act on status:

| status | Exit | Meaning / what to do next | |----------|------|----------------------------| | patch_ready | 0 | Success, isolated. Receipt includes patch (a path under .deepseek/). Review it, then deepseek apply to land it. | | applied | 0 | Success, --in-place. No patch key — the change is already in the working tree, review with git diff. | | no_changes | 0 | The child ran but made no file changes — a genuine no-op. No patch key (an empty patch wouldn't apply); nothing to review. | | isolation_breach | 7 | 🔑 The child escaped its worktree and wrote into the main working tree; nothing was applied. receipt.files lists the intruded paths — inspect with git status and revert as needed. | | verify_failed | 5 | The child's edit failed verify (default ruff check {file}, or --verify/verifyDefault). No patch key; nothing was applied; receipt.verify.tail has the last lines of output. | | budget_exceeded | 6 | Child-reported cost exceeded auto.maxCostUsdPerRun. No patch key; nothing applied. | | denied | 6 | The change touched a path matching auto.denyGlobs. No patch key; nothing applied; receipt.files shows what changed. |

For these three withheld statuses, "nothing applied" holds in both modes: in worktree mode the edit only ever existed in the disposable worktree, which is discarded; in --in-place mode delegate restores the working tree to HEAD (git checkout -- . + git clean -fd) before returning, undoing the child's edit and removing anything it created. | error | 7 | The child process itself failed or produced unparseable output. No patch key; no receipt fields beyond the shell (files: [], cost.reported_usd: null). |

Other exit codes: 2 apply given a patch that doesn't exist · 3 check failed, or delegate found no DEEPSEEK_API_KEY · 4 delegate refused to recurse (see below), or init refused to overwrite an existing .deepseek.json · 7 also covers --in-place on a dirty tree, and any other runtime/preflight failure (missing git, wrong Python).

🔑 Recursion guard: delegate refuses (exit 4) if DEEPSEEK_DELEGATE_DEPTH is already set in its environment. The child is launched with that var set and with the deepseek skill disabled in its own settings — this is what stops a delegated claude from delegating again.

v1 limitations

• auto.maxCostUsdPerSession is parsed but not enforced — only maxCostUsdPerRun is checked

per delegation. There's no session-level cost ledger yet; don't rely on the session cap.

• cost.reported_usd is child-reported and Anthropic-priced (the claude CLI's own cost

accounting) by default, which overstates DeepSeek spend — treat it as approximate. To price runs at DeepSeek's real rates, set deepseekPricing ({"inputPerMTok": …, "outputPerMTok": …}) in .deepseek.json; then cost is computed from the child's token usage and the note reads "DeepSeek-priced". The default maxCostUsdPerRun cap is calibrated for the Anthropic-priced unit (so it fails conservative); lower it once you've configured deepseekPricing.

• check is fully offline: it confirms the key/binaries are present, not that the DeepSeek

endpoint is reachable or the key is valid. That's only verified on the first real delegate.

Verify prerequisite

The default verifyDefault is ruff check {file} — it assumes ruff is on PATH in the environment delegate runs in. If your project doesn't use ruff (or it isn't installed), every delegation will spuriously report verify_failed. Either set verifyDefault in .deepseek.json to a command that fits your project, or pass --verify per call (use {file} as a placeholder for the changed files; an empty string via --verify "" disables verification).

Security — what isolation actually covers

The delegated child runs with Bash in ALLOWED_TOOLS and --permission-mode acceptEdits (auto-approved, no per-tool confirmation). Worktree isolation only contains the child's git-tracked file diffs — it does not sandbox the child's process. From inside the worktree the child can still run arbitrary shell commands, write to absolute paths outside the worktree, read/exfiltrate repo contents over the network, or otherwise act outside git's view. The worktree is created outside the repo tree, and delegate compares the main tree's status before/after the run: a child that writes into the real working tree despite isolation is caught and reported as isolation_breach (nothing applied). That is detection after the fact, not a sandbox — it catches accidental escapes, not a determined adversary. Only delegate to a DeepSeek endpoint/key you trust with shell access. --in-place skips even that file-diff isolation and lets the child's edits land straight on your real tree (rolled back automatically if a gate withholds — see the receipt table above), so treat it as running untrusted edits directly on your working copy.

Security — the key is never yours to see

delegate resolves DEEPSEEK_API_KEY from the environment. Store it the same way you'd store any other secret — via the [kdbx](../kdbx) skill (kdbx set api/deepseek --var DEEPSEEK_API_KEY, run by a human, then kdbx run -- uv run --locked deepseek.py delegate …) — or export it in an env deepseek inherits. Either way, the agent driving deepseek never authors or observes the key value; it only ever sees whether check/delegate succeeded or failed to find one.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: yarrasys
• Source: yarrasys/extensions
• License: MIT

Install and usage instructions live in the source repository linked above.