SigRank SignalAF on-device scanner — four-token cascade, leaderboard, 24 local tools.
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compare_operatorsCompares two operators side-by-side with a behavioral verdict. Fetches both profiles from the board and returns their yield, leverage, velocity, class, and rank side-by-side, plus a verdict explaining who is more efficient and why in power-user language. Use this when users ask 'compare operator X…Compares two operators side-by-side with a behavioral verdict. Fetches both profiles from the board and returns their yield, leverage, velocity, class, and rank side-by-side, plus a verdict explaining who is more efficient and why in power-user language. Use this when users ask 'compare operator X…
No se publicó ningún esquema de entrada para esta herramienta.
compare_selfSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
describe_power_userReturns an explanatory description of what makes an AI power user, anchored in SigRank's metrics and operator classes. Explains the yield metric, leverage, velocity, and how the 8 experience tiers (ARCH+ / ARCH / POWER / BASE / SEEKER / REFINER / BEARER / IGNITER, each with 3 sub-stages I/II/III, p…Returns an explanatory description of what makes an AI power user, anchored in SigRank's metrics and operator classes. Explains the yield metric, leverage, velocity, and how the 8 experience tiers (ARCH+ / ARCH / POWER / BASE / SEEKER / REFINER / BEARER / IGNITER, each with 3 sub-stages I/II/III, p…
No se publicó ningún esquema de entrada para esta herramienta.
diagnose_cascadeSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
discover_peersSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
enrollBind THIS device to your SigRank operator so your signed token runs cascade to the live board. Paste the key from signalaf.com → Settings → "New key" (or "Generate connect code"). On first run it generates + stores a local ed25519 keypair (~/.sigrank-mcp/identity.json); only the PUBLIC key is ever…Bind THIS device to your SigRank operator so your signed token runs cascade to the live board. Paste the key from signalaf.com → Settings → "New key" (or "Generate connect code"). On first run it generates + stores a local ed25519 keypair (~/.sigrank-mcp/identity.json); only the PUBLIC key is ever…
No se publicó ningún esquema de entrada para esta herramienta.
get_best_operatorSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
get_leaderboardSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
get_operatorSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
check-my-efficiencyUse Upsilon to pull local token telemetry and compute Yield, then compare the result against the SigRank public leaderboard. Shows your class tier (ARCH+ to IGNITER) and where you rank.Use Upsilon to pull local token telemetry and compute Yield, then compare the result against the SigRank public leaderboard. Shows your class tier (ARCH+ to IGNITER) and where you rank.
No se publicó ningún esquema de entrada para esta herramienta.
simulate-improvementRun a what-if analysis on your token mix: "if I increased my cache reads by 50k, how would my yield change?" Uses simulate_change to show the payoff before you change your workflow.Run a what-if analysis on your token mix: "if I increased my cache reads by 50k, how would my yield change?" Uses simulate_change to show the payoff before you change your workflow.
No se publicó ningún esquema de entrada para esta herramienta.
changeThe change to simulate (e.g. "increase cache reads by 50000" or "reduce input by 100000")The change to simulate (e.g. "increase cache reads by 50000" or "reduce input by 100000")
No se publicó ningún esquema de entrada para esta herramienta.
compare-with-leaderFetch the top operator from the SigRank leaderboard and compare their token efficiency metrics against yours. Shows the gap and what you'd need to change to close it.Fetch the top operator from the SigRank leaderboard and compare their token efficiency metrics against yours. Shows the gap and what you'd need to change to close it.
No se publicó ningún esquema de entrada para esta herramienta.
optimize_efficiencySin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
rank_pasteSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
rank_windowsSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
self_improveSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
simulate_changeSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
get_sigrank_standard_recordBuild Upsilon's portable sigrank/0.1-draft compatibility record from available token telemetry. Input and output are required; unavailable cache telemetry remains null. Computes the canonical cascade locally through token-cascade and returns Yield, Leverage, Velocity, SNR, and 10xDEV. Upsilon is th…Build Upsilon's portable sigrank/0.1-draft compatibility record from available token telemetry. Input and output are required; unavailable cache telemetry remains null. Computes the canonical cascade locally through token-cascade and returns Yield, Leverage, Velocity, SNR, and 10xDEV. Upsilon is th…
No se publicó ningún esquema de entrada para esta herramienta.
submit_pasteSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
submit_verifiedPublish your LOCAL token runs to the SigRank board as a VERIFIED operator — the enrolled, signed path. Reads your pillars (tokenpull), builds the canonical Schema 1.0 snapshot per window, ed25519-signs it with your device key, and POSTs to /api/v1/snapshots. Requires `npx sigrank-mcp enroll` first…Publish your LOCAL token runs to the SigRank board as a VERIFIED operator — the enrolled, signed path. Reads your pillars (tokenpull), builds the canonical Schema 1.0 snapshot per window, ed25519-signs it with your device key, and POSTs to /api/v1/snapshots. Requires `npx sigrank-mcp enroll` first…
No se publicó ningún esquema de entrada para esta herramienta.
suggest_improvementsSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
tokenpull_comparePull token usage from ALL four local sources in parallel — tokenpull (JSONL canon), ccusage CLI, token-dashboard SQLite, and tokscale report — and return them side-by-side with delta % vs tokenpull as the baseline. Also computes the cascade (Υ, SNR, Leverage, class) for each source so you can see h…Pull token usage from ALL four local sources in parallel — tokenpull (JSONL canon), ccusage CLI, token-dashboard SQLite, and tokscale report — and return them side-by-side with delta % vs tokenpull as the baseline. Also computes the cascade (Υ, SNR, Leverage, class) for each source so you can see h…
No se publicó ningún esquema de entrada para esta herramienta.
tokenpull_submitSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
tokenpullPull your LOCAL token usage from the platform's session logs and rank it across the four windows (7d/30d/90d/all-time) with the cascade — zero paste. Token-only: reads usage counts not message content. The numbers stay on your machine unless you submit them. Some platforms may have partial data (es…Pull your LOCAL token usage from the platform's session logs and rank it across the four windows (7d/30d/90d/all-time) with the cascade — zero paste. Token-only: reads usage counts not message content. The numbers stay on your machine unless you submit them. Some platforms may have partial data (es…
No se publicó ningún esquema de entrada para esta herramienta.
tokscale_breakdownShow a per-model breakdown of your token usage across all platforms detected by tokscale. Models under the threshold (default 1%) are lumped into 'other' to keep the display clean. Useful for seeing which models you actually use per platform (e.g. claude-opus-4-8 76%, claude-sonnet-4-6 11%, other 0…Show a per-model breakdown of your token usage across all platforms detected by tokscale. Models under the threshold (default 1%) are lumped into 'other' to keep the display clean. Useful for seeing which models you actually use per platform (e.g. claude-opus-4-8 76%, claude-sonnet-4-6 11%, other 0…
No se publicó ningún esquema de entrada para esta herramienta.
tokscale_competitive_intelSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
tokscale_cost_analysisCost analysis per developer per model from your local tokscale data. Returns a per-client × per-model cost breakdown with cost_per_million_tokens, cost_per_message, and share_cost. Includes a per-client cost rollup and totals: total_cost, total_tokens, avg_cost_per_million_tokens, most_expensive_mo…Cost analysis per developer per model from your local tokscale data. Returns a per-client × per-model cost breakdown with cost_per_million_tokens, cost_per_message, and share_cost. Includes a per-client cost rollup and totals: total_cost, total_tokens, avg_cost_per_million_tokens, most_expensive_mo…
No se publicó ningún esquema de entrada para esta herramienta.
tokscale_developer_profileSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
tokscale_device_profileSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
tokscale_market_shareSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
tokscale_mcp_usageMCP server usage patterns from your local tokscale data. Reports which MCP servers tokscale detected on this machine, the detection window, and active days in that window. tokscale currently exposes detected MCP servers as a set (not per-session attribution), so the report notes the detection windo…MCP server usage patterns from your local tokscale data. Reports which MCP servers tokscale detected on this machine, the detection window, and active days in that window. tokscale currently exposes detected MCP servers as a set (not per-session attribution), so the report notes the detection windo…
No se publicó ningún esquema de entrada para esta herramienta.
tokscale_model_trendsSin descripción publicadaEsta herramienta no publicó ninguna descripción. Forge no se la inventa.
watch_tokenpullOne poll per call: pulls your local token logs and returns the current cascade for the watched window — the tool never blocks or loops. Re-call at your desired cadence to watch for changes (interval_s is advisory only and echoed back as poll_interval_s). With submit:true (and an enrolled device) ea…One poll per call: pulls your local token logs and returns the current cascade for the watched window — the tool never blocks or loops. Re-call at your desired cadence to watch for changes (interval_s is advisory only and echoed back as poll_interval_s). With submit:true (and an enrolled device) ea…
No se publicó ningún esquema de entrada para esta herramienta.
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SigRank SignalAF on-device scanner — four-token cascade, leaderboard, 24 local tools.
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