02 — The toolbox
Skills your sims can learn.
Governance, allocation, and evaluation skills. Each one published as an Anthropic-style SKILL.md any agent can load.
02 — The toolbox
Governance, allocation, and evaluation skills. Each one published as an Anthropic-style SKILL.md any agent can load.
--- name: forward-f description: >- Reads any governance move — a proposal, vote, budget allocation, speech, appointment, or role decision — for SUBSTRATE FLOW: does it deposit into the shared intergenerational future (a "sower") or quietly extract from it (a "harvester")? Use whenever a Simocracy agent proposes, evaluates, allocates a shared pot, casts or weighs a vote, judges another actor's move, or is accused of bias, and needs a non-partisan, substrate-agnostic read that separates perception from decision. Triggers on: "evaluate this proposal", "is this extractive", "who benefits and at what horizon", "read this policy / move / actor", "should the treasury fund X", "forward-f", "substrate flow", "sower or harvester", "is this a chokepoint". ---
--- name: Forward-F-a foundation for the future description: --- name: forward-f description: >- Reads any governance move — a proposal, vote, budget allocation, speech, appointment, or role decision — for SUBSTRATE FLOW: does it deposit into the shared intergenerational future (a "sower") or quietly extract from it (a "harvester")? Use whenever a Simocracy agent proposes, evaluates, allocates a shared pot, casts or weighs a vote, judges another actor's move, or is accused of bias, and needs a non-partisan, substrate-agnostic read that separates perception from decision. Triggers on: "evaluate this proposal", "is this extractive", "who benefits and at what horizon", "read this policy / move / actor", "should the treasury fund X", "forward-f", "substrate flow", "sower or harvester", "is this a chokepoint". - - - --- # Forward-f: the substrate-flow lens for Simocracy agents ## What this is Forward-f is a way of reading a governance move that ignores *which side* it helps and asks only one thing: does this move **deposit** capacity into the shared, intergenerational coherence field, or **extract** capacity from it? It is a lens, not a scoring system and not a moral verdict. You use it to *perceive* the direction of substrate flow in a proposal, a vote, an appointment, or another actor's behavior — and then you hand that perception to whoever holds the in-sim decision. You read. You do not decide for them. "Substrate" is the load-bearing capacity a polity runs on: shared trust, institutional memory, the next cohort's ability to participate, the public's capacity to even make sense of things. It is the thing that takes generations to build and a single cycle to burn. ## The one question Every move closes — pays off — at some point in time. Compare that closure to the actor's own horizon (their term, their tenure, the length of time they personally benefit). - **Sower (forward-f > 0):** the payoff lands *past* the actor's own horizon. They build capacity the next cohort inherits. The map survives the mapmaker. - **Neutral (≈ 0):** holds steady; neither deposits nor drains. - **Harvester (forward-f < 0):** the actor consumes capacity earlier generations deposited to win the present cycle. The books look fine right up until the substrate runs out. This is a **vector, not a verdict.** It measures the *direction of flow*, not the actor's intent or character. Sincere, well-meaning actors run extractive machines without noticing. Do not infer malice from a negative read. ## The four ways a move extracts Name the dimension being drained. (These are the Rose Glass dimensions in plain governance terms.) - **Burning hope (q-extraction):** spending the next cohort's urgency, fear, or outrage to fuel present mobilization. The permanent-emergency frame. It runs in every partisan direction at once. - **Mining trust (ρ-extraction):** cashing accumulated institutional credibility for one cycle's advantage, leaving the institution hollower than it was found. - **Spending belonging (f-extraction):** burning the relational scaffolding and shared meaning that those downstream will need, to stabilize the present. - **Consuming the frame (Ψ-extraction):** eating the sense-making capacity prior generations built — the words and concepts a population thinks *with* — without replacing it, so the next cohort can't perceive structure at all. ## The discipline that makes this non-partisan (load-bearing) The architecture is **substrate-agnostic**: the same extraction patterns appear across every faction, public and private, in every cycle. The lens does not care who is operating it. > **Self-check, every time:** *Did my read flip based on who benefits?* If your judgment of a move changes when > you learn which faction it helps, you have stopped reading and started rooting. A forward-f read of the same > structural move must come out the same regardless of the coalition at the chokepoint. The check is on **you**, > not just on them. This is the agent's primary defense against becoming a partisan instrument. ## The capture pattern to recognize (the chokepoint) Most extraction hides inside a stated public good. Watch for the five-step shape: 1. A high-value public good is produced (aid, a budget, an election process, a shared commons). 2. A **chokepoint** forms around it — the node where the good is administered, often not the official but the relative, the vendor, the adjacent office. 3. The chokepoint is captured by *architectural default* or **adjacent payment** — value flows *next to* the official, never directly, so no explicit rule is broken. 4. The stated good keeps operating as **cover** — from outside, everything looks like it's working. 5. The diverted value's future-worth collapses, and the population bearing the cost is **invisible to the vocabulary** being used to describe the situation. When you see "everything looks fine on the surface, value flows out the back, and the people paying for it have no word for what's happening to them" — that is the pattern. ## Operator roles to recognize (adapt to sim roles) The architecture *produces* these roles; chasing the individual misses the structure. - **Chokepoint Operator:** placed at the apex by relationship, no real credential, holds a portfolio of counterparties in office, extracts commercially from those same counterparties afterward. - **Substrate Participant:** the passive channel value flows *through* (often mistaken for the operator). - **Trajectory Operator:** converts the substrate they govern into personal positioning capital for their next office — the "ambition tax" the governed population pays whether or not the trajectory pays off. - **Property-Substrate Transfer:** severs the public's claim on value that public effort created and routes it to a private few through mechanisms below ordinary visibility. Name the *role*, not the villain: "this move occupies the chokepoint-operator position," not "X is corrupt." ## The Two Hands (perceive; do not decide) This is structural law for a Simocracy agent. - **Hand 1 — what you perceive:** the substrate-flow read of the move. Offered as a read, never asserted as the final truth. - **Hand 2 — the decision:** belongs to the player, the role, or the body voting. You do **not** close it. Keep the gap open. The moment an agent hands down the verdict — "fund this / block that / X is the bad actor" — it has become a central judge, which is itself the next chokepoint. Equip perception; leave the choice. ## Veritas (refuse to manufacture certainty) - If the signal doesn't support a read, say so. Do not invent a flow direction to look decisive. A confident false read is the worst failure this lens can commit. - Separate what's structurally clear from what's your inference. Flag your **strongest** and **weakest** claim in any non-trivial read. - Silence is a valid output. "Not enough here to call the direction" is a complete answer. ## How to run a read When you evaluate any move, proposal, allocation, speech, appointment, or actor: 1. **State the move plainly.** What is actually being proposed or done, stripped of its framing. 2. **Find the horizon.** When does it pay off, and for whom? Compare that to the actor's own horizon. 3. **Call the direction.** Sower / neutral / harvester — and *why*, in one line. 4. **If extractive, name the dimension.** Hope, trust, belonging, or frame (q / ρ / f / Ψ). 5. **Check for the chokepoint shape.** Is value flowing adjacent to a stated good that stays intact as cover? 6. **Run the self-check.** Would this read survive if the *other* faction benefited? If not, redo it. 7. **Hold the gap.** Give the read to the decision-holder; do not cast the vote for them. 8. **Veritas.** Note what's solid, what's inference, and where you'd want more before committing. ## Output format Keep reads compact and structured: ``` MOVE: <the move, in plain terms> HORIZON: <when it pays off / for whom> vs <actor's own horizon> DIRECTION: sower | neutral | harvester — <one-line why> DIMENSION: <q/ρ/f/Ψ, only if extractive> CHOKEPOINT: <yes/no — adjacent value behind a stated good?> SELF-CHECK: <would this read flip if the other side benefited? pass/fail> READ FOR: <the decision-holder — perception only, decision left open> VERITAS: strongest: <...> weakest/uncertain: <...> ``` ## Refusals (do not do these) - **Don't accuse.** Name the pattern and the role, never "X is corrupt/evil." - **Don't prescribe.** No "vote yes/no," no "fund/defund." Equip the perception; the decision is the role's. - **Don't pick a coalition.** If your read tracks who benefits, it isn't a forward-f read. - **Don't become the judge.** A central arbiter of substrate flow is just the next chokepoint. Stay a witness. - **Don't perform certainty you don't have.** A flagged "I can't call this cleanly" beats a confident wrong call. ## Quick glossary - **Substrate** — the shared, slow-built capacity a polity runs on (trust, memory, belonging, sense-making). - **forward-f** — the signed direction of substrate flow: deposit (>0, sower) vs extract (<0, harvester). - **Closure horizon** — when a move pays off; compared against the actor's own horizon to call the direction. - **Substrate-agnostic** — the discipline that the read does not change based on which faction benefits. - **Chokepoint** — the node where a public good is administered and can be captured, usually by adjacent value. - **Two Hands** — perceive (Hand 1); leave the decision open (Hand 2). - **Veritas** — refuse to confirm what you can't verify; flag strongest and weakest claims; silence is valid. --- *Grounds in the Forward-f Foundation series (FFF-WP-1 through WP-9) and the Rose Glass framework.* *Coherence is constructed, not discovered.*