Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/taovc/pr-cockpit/agents-mdgit clone --depth 1 https://github.com/taovc/pr-cockpitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/taovc/pr-cockpit/agents-md)<a href="https://agentmods.dev/instructions/taovc/pr-cockpit/agents-md"><img src="https://agentmods.dev/badge/instructions/taovc/pr-cockpit/agents-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.05965 | $0.05965 |
| Opus 5 | $0.02982 | $0.02982 |
| Sonnet 5 | $0.01193 | $0.01193 |
| Haiku 4.5 | $0.00596 | $0.00596 |
Grade A, and why
pr-cockpit AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
pr-cockpit / PR Cockpit
What this project is
- This is the user's local batch PR review workbench. The product name is PR Cockpit; the repo usually lives at
/Users/openstudio/work/products/tools/pr-cockpit. - Core flow: pull the GitHub PR list, give each PR an isolated worktree, have the AI produce a structured review, and let the human vet it in the web UI before posting line-level/summary comments to GitHub.
- Stack: Nuxt 4 + @nuxt/ui/Tailwind v4, better-sqlite3 + drizzle, Nitro
server/api/, the localghCLI,@anthropic-ai/claude-agent-sdkand@openai/codex(the Codex CLI binary, driven throughcodex app-server). - Main directories:
core/is the business logic and agent engine,server/api/is the Nitro API,app/is the Vue UI,tests/holds lightweight contract/regression tests,data/is the local SQLite plus the migration source for the old central worktrees.
Running locally
- Usual checks:
pnpm typecheck,pnpm test; also runpnpm buildfor riskier UI/bundling changes. - Dev server:
pnpm dev, README defaults tohttp://localhost:3001. - The long-running pr-cockpit instance on the user's machine is usually on port
5332;4737is a different project. Confirm the port before touching processes — don't kill the wrong project's server by matching on the.output/server/index.mjsprocess name. - SQLite has no formal drizzle migration flow. Tables are actually created by
ensureSchema()andensureColumns()incore/db/client.ts;core/db/schema.tsonly provides query types. When changing the DB, update both places and keep them idempotent, so that re-running them on every startup stays safe. - Observability tables (phase 0 of the session-host rework, 2026-08): every agent execution writes a
runsrow (review / guided / recheck / skillgen get their own row per execution; fix / feature / global sessions reuse the entity id as the run id and append per turn) plusrun_usagerows per model. Cost comes from the Claude result'smodelUsage/total_cost_usd; Codex only reports tokens, so its cost is estimated fromdata/codex-rates.json(seedocs/codex-rates.example.json) or leftNULL— never write 0 as a placeholder. Skill text is versioned inskill_versions(core/skillVersions.ts; edits insert a new version,skills.contentmirrors the current one) and reviews recordskill_version_id.findings.checked_bydistinguishes human clicks from the drawer's auto-adjust and the automation engine; the dashboard's precision metric only countshuman. Dashboard:app/pages/dashboard.vue←/api/metrics/overview(aggregates) +/api/metrics/runs(the run list,offset/limit≤ 100 +total) ←core/metrics/queries.ts. Pages that list things page client-side withapp/components/PagerBar.vue(UPagination, 1-based) unless the list is unbounded (the run list pages server-side). - Session host (phase 1, 2026-08): Claude chats no longer spawn
claude -pper turn —core/host/claudeHost.tskeeps ONE long-lived Agent SDKquery()per session (streaming-input mode,core/host/queue.ts), fed a user message per turn.core/host/options.tsis the only place SDK options are assembled: settings are loaded like the CLI (nosettingSources: []), Claude Code's own system prompt is kept and ours appended,permissionModeis per session (default / acceptEdits / plan / bypassPermissions, switchable mid-session),allowDangerouslySkipPermissionsis always on so the switch works later. Safety = the permission bridge (core/host/permissions.ts:canUseTool→ apermission_requestsrow +permission_requestRunEvent → the UI answers viaPOST /api/runs/:id/prompts/:pid→ the parked promise resolves; AskUserQuestion = kindquestion, ExitPlanMode = kindplan) + a PreToolUse hook that turns dangerous Bash (isDangerousCommandincore/agent/dangerGuard.ts) into anaskin every mode unless the run'sallowDangerswitch is on. All SDK messages are normalized (core/host/normalize.ts) into RunEvents, fanned out on bus channelrun:<id>(SSE/api/runs/:id/stream, and the global session stream) and persisted torun_events(text deltas are live-only). Result cost/usage is cumulative per query lifetime —diffCumulativeUsageturns it into per-turn deltas. Idle sessions close afterHOST_IDLE_MS(20 min) and resume viaresumeon the next message;server/plugins/recover.tsexpires pending prompts on restart;shutdown.tscloses live queries. Every session run (PR / feature branch / cwd) runs on the host throughcore/runs/session.ts(worktree kinds default tobypassPermissions+ the danger hook, cwd todefault; the UI can change the mode per session; pipeline events share therun:<id>channel). Codex sessions run on the Codex host (next bullet) behind the sameSessionHostinterface — the session pipeline picks a host withhostFor(provider)and the/api/runs/:id/*endpoints withhostOf(runId)(core/host/index.ts). The UI side is shared:app/composables/useRunHost.ts(RunEvent reducer, pending prompts, mode, context meter, cost) +RunPromptCards.vue+RunHostStrip.vue, used bysession/SessionView.vue;core/host/pending.tsdecodes pending rows for the detail endpoints. Verified live: Write → permission card → allow; AskUserQuestion; plan card → approve → CLI leaves plan mode. Note the CLI auto-allows some read-only commands (e.g.echo) in default mode without a prompt. - Review family on the host option factory (phase 2, 2026-08): review / guided / recheck / skillgen build their SDK options with
buildReviewOptions()incore/host/options.ts— the user's configuration (CLAUDE.md, rules, skills, plugins) is loaded like the CLI and the operating contract + review skill are appended to the Claude Code preset. Read-only is enforced by three independent layers incore/host/readonly.ts: a PreToolUse hook (a hook deny beats every allow rule, andsettings.disableAllHooksdoes NOT switch off SDK callback hooks — verified live), inlinesettingsdeny rules +disableAllHooks: true(the user's own hooks never run in a review worktree), anddisallowedTools+canUseTool. All Bash decisions go throughisDangerousBashincore/agent/guard.ts— a blacklist that can never be complete (variables, backslashes, exotic redirects); treat it as defence in depth and extendtests/host-readonly.test.tswhen touching it (write primitives are matched only in command position so paths likepatch.tsstay allowed). MCP servers are not even connected unless the owner's "let reviews use MCP" switch is on (core/agent/settings.ts,metakeysagent.chrome/agent.reviewMcp, edited on/agent-config; on = every configured server is callable, like a session, and Claude in Chrome comes along whenagent.chromeis set — the review verdict takes a boolean, there is no per-server list any more). Servers the PR branch itself declares are never enabled:buildReviewOptionslists<cwd>/.mcp.jsonkeys insettings.disabledMcpjsonServers(the CLI would otherwise auto-approve and spawn them at init — a server SPAWN is invisible to all three read-only layers), and the Codex host sendsmcp_servers: {}to an unattended thread whose worktree has a.codex/config.toml.agent.chromeapplies to every Claude session kind (cwd / PR / branch worktree), not only directory sessions. A running review can be stopped (core/agent/reviewAborts.ts,POST /api/reviews/:id/stop, also wired into the Codex runner's stop handle). One-shot text helpers (commit message, feature title, comment rewrite, JSON repair) userunHelperTextincore/host/helpers.ts— SDK, no settings, no tools, one turn, explicit cwd — instead ofclaude --print.CLAUDE_CODE_PROJECT_DIR_NAMEpins the memory/transcript directory of worktree runs to the project's main clone (projectDirNameFor). - Codex on
codex app-server(phase 4, 2026-08):@openai/codex-sdkis gone.core/codex/appServer.tskeeps ONEcodex app-server --listen stdio://process per Nitro process (JSON-RPC over NDJSON incore/codex/rpc.ts; never a ws:// listener or the daemon — no second locally reachable control surface; the user's shell aliasescodexto bypass sandboxing, so nevershell: true), started lazily, restarted with backoff after a crash (live threads get acrashedcallback and their turns fail).core/codex/codexHost.tsimplements the sameSessionHostsurface as the Claude host: a thread per run (thread/start/thread/resume, stale ids fall back to a fresh thread + anoteevent),turn/startper message with the sandbox/approval policy of the CURRENT mode (core/codex/policy.ts: plan → read-only sandbox; default/acceptEdits → workspace-write +on-request; bypassPermissions →never; the danger switch = full access + network),turn/interrupt,/compact→thread/compact/start. Approvals (item/commandExecution|fileChange|permissions/requestApproval, legacyexecCommandApproval/applyPatchApproval) anditem/tool/requestUserInputgo through the shared permission bridge (core/host/permissions.tsrows +permission_requestevents, answered by the same endpoint/cards; "always" →acceptForSessionor the proposed execpolicy amendment). Notifications map to RunEvents incore/codex/mapEvents.ts(pure, fixture-testable); token usage is per-thread cumulative (thread/tokenUsage/updated.total) and differenced per turn; USD is still the rate-table estimate or null. Review / guided / recheck / skillgen userunCodexReadonlyincore/codex/oneshot.ts: an ephemeral thread withreadOnlysandbox +untrustedapprovals, so EVERY command is submitted before it runs andisForbiddenRemoteOrGitMutationdeclines git/GitHub mutations pre-execution (verified live:git pushdeclined,outputSchemahonoured). Sessions keep the post-execution guard (shouldBlockCodexCommandon completed commands → the turn is interrupted and errors) because in-sandboxgit commitnever asks. Binary resolution lives incore/codex/bin.ts(env → packaged.output/vendor/codex/bin→ pnpm vendored → PATH, logged as unpinned);scripts/prepare-electron-codex.mjscopies the vendored binary into.outputfor packaging (macOS signing of that nested binary is unverified).codexStatus.ts/codexModels.tsreadgetAuthStatus/model/listfrom the live server; the transparency page's Codex section iscore/codex/describe.ts. Tests:tests/codex-host.test.tsdrives the host againsttests/helpers/mockCodexAppServer.mjs(setCODEX_EXECUTABLEto a.mjsfile and the RPC layer runs it under node). The user's Codex hooks/plugins fire inside threads (astophook was observed) — they are part of the loaded configuration, not something we disable. - Verify-before-post + eval replay (phase 5, 2026-08):
projects.verify_before_post(project config switch) makes a fresh review run a second read-only pass (core/agent/verify.ts, same read-only policy as reviews; Codex viarunCodexReadonlywith an output schema) whose only job is to refute each finding; verdicts land infindings.verify_status/verify_note(refuted findings stay visible but unchecked, the drawer shows a tag) and the pass has its ownrunsrow (subkind = 'verify'). A failed verify never fails the review. Eval replay:pnpm eval run --golden eval/golden/<name>.json --project <id|name> [--provider] [--model a,b] [--effort] [--skill-version|--skill|--methodology] [--verify](scripts/eval.ts→core/eval/runner.ts) replays labelled PRs at a fixed head sha (prepareWorktree({ checkoutSha, prNumber })falls back torefs/pull/<n>/headwhen the branch moved or is gone; no merge of the default branch so the input is exactly the labelled head), scores findings against labels with path + title/problem token matching (core/eval/judge.ts, greedy one-to-one, no LLM judge in v1), reports precision / recall / F1 / cost with and without the verify pass, writeseval_runs/eval_cases/eval_findingsand a markdown report undereval/reports/(git-ignored). It never posts and never writes to git/GitHub. Golden format:eval/golden/example.json. - Unified session runs (phase 3 completion, 2026-08): the fix / feature / global chat stacks are ONE thing now. A session is a
runsrow (kind = 'session') bound to a workspace —pr_worktree(a PR branch worktree; edits stay uncommitted until the upload path commits+pushes),branch_worktree(a fresh branch cut from the default branch; the agent may open the PR) orcwd(any directory). Turns live inrun_turns, events inrun_events, prompts inpermission_requests; the workspace state that used to sit on fixes/feature_tasks/global_sessions (base/fix/push shas, pushed_at, reviews_at_push, pr_url, upload_state, busy_action, description) is onruns.core/runs/migrate.tscopied the legacy tables in once (same ids; markerruns.migrated.v1inmeta; the old tables stay as a rollback net and nothing reads them).core/runs/session.tsis the single turn pipeline (runSessionTurn,isRunBusy,stopRun,fixStatusOf= the legacy open/ready/pushing/pushed/error status derived from upload_state/busy_action, used by automation and the PR list). API:POST/GET /api/runs,GET/PATCH/DELETE /api/runs/:id,POST /api/runs/:id/{messages,stop,push,fork,open},DELETE /api/runs/:id/workspace, plus the host endpoints (stream,events,interrupt,mode,prompts/:pid). Provider follows the project/runtime defaults until a native session exists, then the run's own row pins it; before a provider takes over, the other host's live session for that run is closed (hostOf must never route to a stale one). UI:app/components/session/SessionView.vueis the one chat surface (turns, host cards, ask-user card, slash palette, danger/mode/ultracode switches, upload preview, open/update PR, worktree tools, open in VS Code/Cursor/Terminal);PrDetailDrawer(fix tab) andGlobalChat(the project assistant: FAB + slideover on project pages ONLY, workspace picker cwd / new branch worktree for a new session, per-project history of both kinds with rename / delete / fork,?session=<id>deep link viauseOpenGlobalSession) are thin shells around it — the separate feature tab /SessionsTabwas removed 2026-08-27; sessions without a projectId are adopted into a project's history when their path lies under its clone (GET /api/runs). History handoff between providers is/api/agent/history/run/:id(core/agent/historyAccess.ts). Automation dispatches toPOST /api/runs+/messages+/push;server/plugins/recover.tsreconcilesbusy_action = pushingand streamingrun_turnson boot. - Housekeeping that closed the plan (2026-08): the per-turn
claude -pchat runner (runClaudeAgentChat,claudeCli.ts, the danger hook file writer,ChatRunner) is deleted — only the system prompt builders remain incore/agent/{fixer,featureChat,globalChat}.ts. Sessions in worktrees pinCLAUDE_CODE_PROJECT_DIR_NAMEto the project clone (one memory dir per project).REVIEW_MAX_BUDGET_USDcaps a review-family execution (unset = no cap).core/host/recover.tsis the boot-time host recovery (tested). The session stream renders host events as cards (session/RunEventCard.vue: tool call + result, Edit/Write change, thinking, subagent, compaction, denial). Codex:core/codex/protocol/holds the generated app-server bindings for the pinned@openai/codex(pnpm codex:typesregenerates;EXPECTED_CODEX_VERSIONincore/codex/bin.tsmust match package.json — a test checks it, and the handshake warns on a different binary); the RPC layer retries-32001(overloaded) with backoff;/forkis a local slash command; stopping a PR session reports that the PR's automation was paused.tests/host-config.probe.tsis the manual CLI probe (plugins / Chrome / connectors / memory files). - Session composer extras (2026-08, the items rescued from the plan's §6 cut list): (1) Slash palette —
core/host/commands.tsclassifies the CLI's command list (user/project skills by their "(user)"/"(project)" description suffix, plugin commands by namespace, the rest built-in; onlyCURATED_BUILTINSshow without "show all",HIDDEN_COMMANDSnever; MCP prompts lose their display-only " (MCP)" suffix). The catalogue comes fromGET /api/agent/commands?provider&cwd|projectId(the probe cache) and is replaced by a livecommands_changedpush (RunEventcommands). Matching is PREFIX matching on the name, any./:/__segment and aliases (/plan→speckit.plan,Notion:tasks:plan).session/CommandPalette.vueis the dropdown + grouped browser; cockpit-side commands (/clear /new /resume /fork /cd /copy /model /effort /stop /push /pr) shadow same-named built-ins and are intercepted inSessionView.handleSlash(/model/effort→POST /api/runs/:id/settings→ persisted on the run +host.setModel). Codex:skills/listfeeds the same palette and/name argsbecomes a{type:'skill'}input item incodexHost.startTurn. (2) Message queue — a message sent while a turn runs is arun_turnsrow with statusqueued(submitSessionTurn/cancelQueuedTurnincore/runs/session.ts;DELETE /api/runs/:id/queue/:turnIdwithdraws it); the next queued turn starts when the running one ends, Stop drops the queue,recover.tsmarks leftovers stopped. (3) File rewind — sessions run withenableFileCheckpointing; the SDK user-message uuid is stored on the user turn (run_turns.message_uuid) andPOST /api/runs/:id/rewind {turnId}resumes the live query if needed, dry-runs for the file list (a real rewind returns no counts) and restores the tracked files; the conversation is kept. Claude only. (4)pnpm eval golden-from-reviews --project <id|name>bootstraps a golden set from human-accepted / posted findings (goldenFromReviewsincore/eval/golden.ts) — review the labels before trusting scores. Deliberately still out: message priorities, the override editor on the transparency page, Codex profile pools, Electron packaging. - Agent configuration transparency: one provider at a time (Claude / Codex picker in the first block's header).
core/host/config.tsprobes Claude Code without running a turn (initializationResult/mcpServerStatuswith tool annotations /getContextUsagewith per-file, per-tool and per-skill tokens /reloadPlugins/ the undeclaredgetSettingsfor layer names; 5-minute cache) and marks the disk scan of candidate files with what the CLI reports as loaded (this CLI version never loads AGENTS.md; nested rules count recursively).core/codex/describe.tsreads the live app-server (config/readlayers,mcpServerStatus/listwith tools,skills/list,hooks/list,plugin/installed, and an ephemeral MCP-lessthread/startforinstructionSources); the protocol has NO startup-context token figure, so the Codex tab shows instruction-file sizes instead./api/agent/config(GET/PATCH),app/pages/agent-config.vue; MCP servers, commands and skills render throughapp/components/CatalogList.vue(grouped, filterable, collapsed by default, first sentence until a row is opened). Never callapp/list/plugin/listfor the page (multi-MB catalogues). - Inbox (phase 3, 2026-08):
core/inbox/queries.ts←/api/inbox←app/pages/inbox.vuelists what waits for the human (pending prompts, drafts with findings, author updates, runs that failed in the last 24 h, automation notes); the sidebar badge polls it every 30 s. Deep links:/projects/:id?pr=<n>&review=<id>opens the PR drawer,useOpenGlobalSession()opens the global chat drawer on a session. - Smoke-testing a built server:
runtimeConfigvalues are baked at build time, soDB_PATH=… node .output/server/index.mjssilently uses the productiondata/cockpit.db. Override with Nuxt's runtime names (NUXT_DB_PATH,NUXT_REPOS_DIR,NUXT_WORKTREE_LOCATION=central,NUXT_AUTOMATION_ENABLED=false) on a copy of the DB, and confirm withlsof -p <pid> | grep .dbbefore running anything that talks to an agent or GitHub. - The default worktree location is
.pr-cockpit-worktrees/<taskId>inside each project's local clone; that directory is written into the target repo's.git/info/exclude(local only, not committed) — do not touch the target repo's shared.gitignore. That exclude line does not stop IDEs from discovering those worktrees — editors find repos by scanning the filesystem, not by reading gitignore/exclude; what actually decides discovery is the editor's own scan depth setting (in VS Code,git.repositoryScanMaxDepth, default 1, needs to be ≥2). On startup, recovery moves any still-existing old./data/worktrees/<taskId>persistent fix/feature worktrees over withgit worktree move, and clears paths pointing at directories that are gone. OnlyWORKTREE_LOCATION=centralkeeps usingREPOS_DIR.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 52 lines · 5,965 tokens per session scan A 64cde6a5d9bc
pr-cockpit AGENTS.md is an instructions file published in the GitHub repository taovc/pr-cockpit (212 stars, last pushed 8d ago), licensed MIT. It adds 5,965 tokens to every session, about $0.0298 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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