Boss

What it is

Boss (bossagent.cc) is a strategic OS for leaders—a decision agent that engineers “an anchor’s (a given leader’s / decision-maker’s) judgment methodology.” You submit a strategic question, or attach a document, and the system uses one anchor conviction + N dimensional jurors, each holding a distinct doctrine to score independently and mandatorily argue the counter-position, producing in minutes a judgment report that is citable, scorable, and falsifiable.

• Independent multi-juror deliberation: one juror each for industry trends / strategic goals / customers / product / organization / operations, each holding their own methodology and scoring blind to the others
• 5-lens scoring: reasoning / evidence / counter-argument / falsifiability / resilience, with every judgment required to carry a falsifiable metric
• anchor_delta mechanism: the gap between the jurors’ weighted score and the anchor’s conviction serves as a “mirror,” and too large a deviation raises an alarm
• 30 / 90 / 365-day attribution checks: when a judgment comes due, its prediction is automatically compared against the actual outcome, and hits / falsifications are written to the scoreboard
• Versioned freezing: every judgment brief generates an immutable snapshot (chmod 444) for after-the-fact verification by investment committees / auditors; falsified judgments are archived to a Failure Card

Recent progress

• v1.17 boss-as-a-Service launched: the judgment engine went from a single-machine CLI to a service external programs and visitors can call directly, with MCP + HTTP dual protocols over one core, a closed loop from proposal to public trial.
• Zero-config online demo bench: visitors run the full multi-juror deliberation with no signup and no API key, just by posting a question on the homepage, backstopped by three cost guardrails (off by default + daily quota + single-concurrency).
• Engine extracted into a library (the boss_core pure-function core): error handling, document IO, prompt assembly, score aggregation, and knowledge-base queries all pushed down into a standalone package—CLI and service share the core but not the shell, with byte-level snapshots proving zero drift.
• Public site rebuild: navigation trimmed from 11 items to 7, with a new MCP integration guide, a Feishu bot landing page, and a case library (submitted questions and reports kept public for 7 days).
• Engineering guardrails maxed out: adversarial security audit of all scripts (60 findings closed), LLM multi-endpoint redundancy with automatic failover, dual-gate fail-close outbound redaction; test suite of 1,787 passing, around 56,000 lines of code.

Why build it

Important decisions are often “a gut call → no way to review it afterward → judgment never accumulates.” Boss breaks a single judgment into a structured deliberation: instead of asking one person, it has a set of jurors with distinct positions score independently and mandatorily argue the counter-position; instead of stopping at a conclusion, it marks each conclusion with a falsifiable point and an attribution-check date, then comes back at term to verify whether the original judgment held. Judgment thus turns from “a feeling” into an asset that accumulates.

Data is confidential by default: real cases, reports, and internal knowledge bases never leave the intranet, and the public layer holds only methodology.

How you can use it

• Online demo bench: post a question straight from the homepage and run a multi-juror deliberation with zero config.
• MCP / HTTP service: run unlimited with your own model (under the service tier, Boss doesn’t call the LLM—the caller’s model runs the deliberation).
• Claude Code Skill: install the /boss skill locally + CLI deployment.
• Feishu bot: @-mention the bot in a direct message or group to trigger it, ingesting PDF / Word / PPT / MD documents directly.

Best for: founders / executives who need to accumulate personal judgment (serving as the “anchor”), project leads who chair decisions, and investment committees and external auditors doing after-the-fact audits.