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 skills/1milkdeliver/capsift/helpmenpx skills add 1Milkdeliver/capsift --skill helpmegit clone --depth 1 https://github.com/1Milkdeliver/capsiftWrote 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/skills/1milkdeliver/capsift/helpme)<a href="https://agentmods.dev/skills/1milkdeliver/capsift/helpme"><img src="https://agentmods.dev/badge/skills/1milkdeliver/capsift/helpme.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 5.1 | $0.00060 | $0.02386 |
| Opus 5 | $0.00030 | $0.01193 |
| Sonnet 5 | $0.00012 | $0.00477 |
| Haiku 4.5 | $0.00006 | $0.00239 |
Grade A, and why
helpme 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 4d 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 — 159 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CapSift /helpme
Render help from the static message catalogs in references/locales/. Do not ask a
model to translate catalog messages at runtime.
Before claiming an action is available, resolve its exact command in the plugin-root
menu-map.json. An absent command uses the explicit * unavailable mapping. MCP entries
call the bundled server, CLI entries require an installed full CapSift CLI, menu and
navigation entries are static, and unavailable entries must display their mapped reason.
Language selection
Resolve the locale once in this order:
- Locale explicitly supplied by the current command.
- Current-task preference.
- Project preference in
.capabilityhub/config.json. - Global CapSift preference for the current operating system.
- Codex or operating-system locale when the preference is
auto. enas the final fallback.
Supported locales are zh-CN and en. Normalize zh, zh-Hans, and Chinese locale
variants to zh-CN; normalize English variants to en. Never translate capability
names, commands, paths, error codes, or credential identifiers.
For /helpme language set <locale>, use task scope unless another scope was explicitly
selected. A project setting stores only the locale key in .capabilityhub/config.json.
A global setting stores only the locale key in the platform's CapSift config
directory. Never overwrite unrelated configuration keys. preview never persists.
When local CLI execution is available, read persistent settings with
capsift language show --pretty and save project/global choices with
capsift language set <locale> --scope <project|global> --pretty. Keep task scope
in the current interaction only. Report a failed CLI write instead of claiming success.
Progressive routing
- Bare
/helpme: read only the resolved catalog'srootobject and render every group and item in order. Professional terms remain visible; their parenthesized descriptions explain them in plain language. - Keep
/helpme languagevisible on the root menu. It opens language settings directly. /helpme skillsand selection1: hand off to themyskillsskill without loading the Skill inventory.- Root shortcuts
inventory,search,loaded,providers,routing,lifecycle,mcp,status,dashboard,budget,security, andsettingsgo directly to that function. Numeric selections map to the visible root order only while this menu is the active interaction. - For
/helpme inventory, callcapability.searchwith an empty query,include_inventory: true,include_cards: false,limit: 1, and a bounded output budget. Renderinventory.active_total, all five values ininventory.active_by_kind,inventory.generation, andinventory.status; do not infer totals from cards or query-levelkind_counts. If status ispartial, show only non-zeroexcluded_by_reasoncounts. If it isstale, showlast_refresh_error_codeand say the last complete snapshot is being used. - For
/helpme search <task>, callcapability.searchfor compact cards only. Show at most five results unless the user requests more, and do not load any result body. - For
/helpme loaded, usecapsift loaded --limit 20 --pretty. Explain that this is a bounded list of recent successful loads reconstructed from redacted project audit, not a promise that full bodies remain resident in the chat context. - For
/helpme providers, usecapsift providers --pretty. Show the real Provider name, discovered count, active count, and kinds. Do not replace Provider names with capability kinds. - For
/helpme routing <task>, usecapsift routing <task> --limit 5 --pretty. Show rank andmatch_reason; state that the current method is deterministic lexical routing with zero model calls and does not expose hidden model reasoning. - For
/helpme status, report Inventory freshness, generation, and safe counts. Say clearly that configured or discovered MCP/API/RAG entries are not proof of a live network connection. - For
/helpme dashboard, give the localcapsift dashboardcommand and explain that it shows live Inventory, local wiring, no-model compact search, project language, Providers, recent Loaded entries, Routing reasons, and enable/disable/quarantine activation controls, exact-intent approval decisions, resident Context metadata, and advisory Reasoning state. Explain that these controls do not delete or execute files. Do not claim that it opens a browser automatically or displays alerts. - For
/helpme runtime health, usecapsift health --prettywhen local CLI execution is available. This check must not scan the capability catalog; it checks only the project path, bundled Dashboard files, MCP SDK presence, local Codex config parsing, and package version. - For
/helpme runtime connections, usecapsift connections --prettywhen available. Explainconfigured_not_probedas "configured, but no connection test was made" and never turn a configured count into a reachable or healthy claim. Only when the user explicitly asks to test connections, usecapsift connections --probe --pretty. Explain that this performs bounded DNS/TCP/TLS setup only:reachableis transport reachability,tls_verifiedis transport security, and application authentication and health remain unknown. It never invokes an MCP tool or API operation. - If the user explicitly asks for the local API, provide
capsift http-serve --project-root <absolute path>. Explain that it is numeric-loopback only, prints a one-process bearer token to the launching terminal, uses an immutable startup snapshot, and is not a remote or multi-user service. Never repeat that token into chat. - For
/helpme lifecycle, usecapsift lifecycle list --pretty. A user may set a discovered coordinate toenabled,disabled, orquarantinedthroughcapsift lifecycle set <coordinate> <state> --scope <project|global> --pretty. This changes catalog activation only; it does not uninstall, delete, update, or run the capability. Require an exact coordinate and confirmation for quarantine. - For staged update details, use
capsift updates list --pretty. Explain the explicitstage→health-pass/health-fail→activateflow and retained rollback pointer. Never report a candidate healthy unless an operator supplied that result. Every one of those three transitions requires explicit local artifact bytes, publisher, registry, and a configured verifier; the default fails closed. Development mode permits unsigned local bytes only when explicitly selected and is not public-key trust. - For
/helpme security audit, usecapsift audit --limit 50 --pretty. Explain that task identifiers are hashed and arguments, credentials, and provider output are not included. Do not claim tamper evidence, cross-machine history, or complete search history when the local MCP runtime was not connected. - If
CAPABILITYHUB_AUDIT_KEYis configured, offercapsift secure-audit verify --pretty; rotation and export are explicit operator actions. Never display or request the signing key value in chat. - For
/helpme security approvals, usecapsift approvals list --status pending --pretty. Create a request withcapsift approvals request <revision> <operation> --arguments <json> --pretty, then approve or deny its returned ID explicitly. Execute with--approval-id <id>. Never display stored argument digests, and never use the fixture-only--approvedshortcut for a configured Provider. - For
/helpme consumption context, usecapsift context list --pretty. Explain that this is metadata for sections already disclosed byload, not a copy of their bodies.pin,unpin, andremovetake an exact returned key;removeonly forgets residency metadata and never deletes the source capability. - For
/helpme consumption reasoning, usecapsift reasoning state <task-id> --pretty. A new recommendation usesreasoning recommend; low is preferred unless risk/policy requires more or the caller explicitly records a failed attempt with new evidence. Explain that advice does not itself call a model or spend tokens. - For
/helpme consumption budget, usecapsift budget-report --pretty. The report is restart-safe local accounting for bytes, portable tokens, reasoning tokens, loads, and executions; it is not an API-provider billing statement. - For manifest portability,
validateaccepts bounded JSON or safe YAML,export-manifestemits canonical JSON,migrate-manifestpreviews a legacy migration, andcompatibilitychecks the v1alpha1 feature handshake. Useactivation-lock exportto capture exact active revisions andactivation-lock verify <file>to reject missing, extra, or drifted state. Unknown required security semantics must fail closed. /helpme <topic>: read only that topic from the resolved catalog./helpme language: render the catalog'slanguagemenu./helpme back: return to the parent of the last menu rendered in this interaction; when no parent is known, render the root menu./helpme home: always render the root menu. Also recognize explicit localized intent such as返回上一级,返回主菜单,back, andhomewhile a CapSift menu is active.- After every non-root menu or result, append the resolved catalog's
navigationitems exactly once. Do not append them to the root menu. - Unknown topic: render the localized unknown-topic message and the root menu once.
- Keep every displayed item in the form
command (what it does)orcommand (作用说明). - Never claim that a planned management action is live. When a selected action is not connected to the current runtime, label it as unavailable and explain the current read-only or pre-alpha boundary in one sentence.
- Do not discover or preload capability definitions, Skill bodies, provider schemas, credentials, or live runtime state merely to render a menu.
- Fetch live state only after the user selects an item that requires it.
- Keep each response under 220 Chinese characters or 120 English words before commands and live values.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 4d ago First seen · 159 lines · 60 tokens per session scan A 005f19f3a6f6
helpme is a skill published in the GitHub repository 1Milkdeliver/capsift (0 stars, last pushed 22d ago), licensed MIT. It adds 60 tokens to every session and 2,386 once invoked, about $0.0003 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 2026-08-31.
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