Purpose Properties Skill
Retrofit and re-derive entry point for purpose.yml#purpose_properties. For new projects this runs
inside /mycelium:start Step 3b. Use this skill when:
- The project existed before v0.120.0 and has no
purpose_properties (the retrofit case — every
project created before that release, since /mycelium:start Step 4 exits for already-initialized
projects and never reaches the extraction).
why, how or what changed, so derived_from_hash no longer matches and every stance below
it is superseded (the drift case — this is the one that matters most and the easiest to skip).
- A property list exists but the user wants to revisit which properties are
binding.
Full contract: https://github.com/haabe/mycelium/blob/main/docs/purpose-stance.md (it lives in the repository, not in the installed plugin).
Step 1: Read the current state and say which case this is
Read purpose.yml. Then say plainly which of these you are in, because the three have different
consequences and the user should not have to infer it:
- No
purpose_properties → retrofit. Nothing below has ever been checked against the purpose.
- Hash mismatch → drift. Report it as "your purpose changed after these were derived, so every
purpose_stance below them was reasoned under a definition you have since changed." This is the
state that quietly invalidates work; name it in those terms.
- Hash matches → nothing to do. Report the property count and stop. Do not re-derive for tidiness.
Step 2: Attempt extraction, and classify what fails
For every element of why, how and what, ask: can I name a specific solution that would
CONTRADICT this?
- Yes → candidate property. Record
property, verbatim (their words, not yours), source, and
the contradicting solution in contradicted_by.
- No → do not force one. Quality adjectives — secure, accessible, fast, simple, delightful,
robust — yield nothing checkable, because every candidate solution claims to satisfy them.
Measured 2026-08-23, blind: "accessible and secure" produced no checkable property, while
five abstract framework principles produced clean ones. The axis is not abstract vs concrete — it
is quality adjective vs structural claim. Do not treat concrete-sounding words as safe.
Step 2a: Screen for quality adjectives BEFORE trusting your own refusal
DO NOT RELY ON NOTICING. Step 2 says a quality adjective yields nothing checkable and asks you to
decline. The evidence that an extractor actually declines is one blind run, one model family — the
2026-08-23 test, where the extractor returned NONE for "accessible and secure" unprompted. That
result is real and it is thin, and this skill runs under model families that test never touched, in
runtimes where no hook fires to catch the difference. A model that does not refuse produces a
confident property, marks it binding, and creates a stance field that every solution answers
preserves forever — populated, green, and meaningless. The mechanism's own failure mode, at its
entry point.
So the screen is a rule, not a judgement:
TRIGGER LIST — if an element contains any of these words, it routes to Step 3 REGARDLESS of whether
you extracted something from it:
secure · safe · private · accessible · usable · intuitive · simple · easy · fast · performant ·
scalable · reliable · robust · flexible · modern · seamless · delightful · high-quality ·
best-in-class · efficient · powerful · lightweight
Extracting a property from one of these words is not evidence the word was checkable. It is the
predicted failure. Route it, let the builder supply the standard, and record what they say.
AND THE GENERAL TEST, for words the list does not carry (it cannot be complete, and treating it
as complete is the next version of this bug):
Would every plausible competing solution ALSO claim to satisfy this?
If yes, it is a quality adjective, whatever it sounds like. Route it.
"Secure" fails that test — nobody proposes an insecure login. "Anonymous" passes it — a solution
requiring an account plainly does not claim anonymity. Note that the concrete-sounding word is the
one that fails. The axis is never how technical the word looks.
WHAT IS STILL UNTESTED, stated so nobody reads the list as coverage: whether a builder actually
answers the Step 3 prompt. The 2026-08-23 run exercised extraction only — no builder was asked
anything — so the recovery path has evidence for its necessity and none for its effectiveness.
Step 2b: Check the ALTITUDE of every candidate before you record it
A property must sit at the altitude where violation is meaningful. Ask, of each candidate:
What would have to be true for this to be violated — a single move, or a design choice?
- A design choice → it is a property of the product. Record it.
- A single move → you have extracted a rule about BEHAVIOUR, not a property of the product.
Do not record it. A property that can be violated by one sentence turns the stance field into a
footnote requirement, and a check people must satisfy per action is one they mute.
WORKED EXAMPLE, and it is why this step exists. From "Theory-guided decisions: every significant
decision is grounded in established frameworks", two independent blind extractions BOTH produced
"a significant decision must name the framework it rests on" — per decision. The words invite it.
But the founder's reading is the right one: not everything needs to be grounded for the overall to
be grounded. The principle is about how the SYSTEM is built — its gates, skills and structure derive
from theory — not about an audit trail on each move. Pitched per-decision it is micromanagement; the
same project's (per: <source>) convention, injected into every session, sits at 4 citations
across 197 decision-log entries.
AND CHECK WHETHER IT IS ALREADY MECHANISED BEFORE MINTING A PROPERTY. That same principle is
already enforced at the right altitude by check_theory_fidelity.py on every push. Point at the
existing check; do not mint a property that duplicates it — two mechanisms for one claim means one
of them drifts unnoticed.
binding and altitude guard different failures. binding: true limits HOW MANY properties are
checked. Altitude limits how GRANULAR each one is. Both end the same way if you get them wrong — a
check nobody reads — and only one of them is visible in the field.
Step 3: Interview the builder on what failed — with candidates, not an open question
You said "secure". Which of these would you call a violation?
(a) passwords stored in plaintext (b) no transport encryption (c) sessions that never expire (d) something else
Recognition is cheap; generation is not. Offer three plausible violations drawn from the domain,
and expect (d) to be where the real answer lives.
- They answer → you have a property; record the violation in
contradicted_by.
- They cannot, or decline → record
binding: false and aspiration_reason (the schema requires
binding on every property; an aspiration without it fails validation, found by the first E2E
happy-path run, v0.248.1), and say the consequence out loud:
"'secure' stays undefined, so no solution will ever be checked against it." A skip is a
recorded choice, never a blank.
This is NOT /mycelium:user-interview. That skill asks about specific past behaviour, which is
right for discovering user needs and wrong here — this elicits a definition from the builder about
their own intent, where the question is hypothetical by design.
Step 4: The user marks binding, and only they can
Present the candidates and ask which ones, if violated, would break the product rather than merely
disappoint. Only those get binding: true, and only those are ever checked.
Do not set these yourself. A why/how/what yields many adjectives; an agent marking them all
binding turns the check into noise, and noise gets muted. Set confirmed_by: human only after they
have actually answered.
IF THEY REJECT THE BOOLEAN, THEY ARE PARTLY RIGHT — DO NOT TALK THEM OUT OF IT. A builder on
2026-08-31 answered: "I have problem seeing them as booleans. They have a value (say 1-10), and then
can be weighed against each other." The resolution is better than either frame, and the day produced
all three categories:
- Constraints — violate it and the thing is out, no compensation.
binding: true.
- Weighted criteria — most properties. Set
weight 1-10 and leave binding: false. No checker
reads weight; it is for the human's own trade-offs, and saying so plainly is what keeps the field
honest.
- Constraints with a named unlock — the most useful category, and the one nobody asks for
unprompted. Not eternal, not tradeable, changeable through one specified event.
Why not simply switch to weights. A pure weighted score permits compensatory trade-offs, so a high
total can outvote a violated must — that is exactly how someone accepts a role that pays well and
requires the relocation they called non-negotiable. binding is guarding something real. Keep it as
the compensation gate and let weight carry everything else.
Asking for the unlock. For each binding: true property, ask: "is there anything that would
legitimately change this, and what exactly would have to happen?" Record it as unlock.state.
THE UNLOCK MUST BE AN EVENT, NOT A MOOD. Worked example: a "Steinkjer base" constraint unlocks on
a family conversation held and logged — explicitly NOT on income pressure. An unlock that fires
"when things get bad enough" is indistinguishable from erosion, and it fires exactly when judgement is
worst. If they cannot name an observable event, the property has no unlock. Leave it off rather than
writing a soft one; a soft unlock is worse than none because it launders a broken constraint as a
planned one.
Only binding: true properties are checked, exactly as before. Weights and unlocks change what the
canvas can RECORD, not what the gate enforces.
Step 5: Write, then say what changed downstream
Write purpose_properties to purpose.yml (Read before Write, per the canonical rule). Set
derived_from_hash by running:
python3 "${CLAUDE_PLUGIN_ROOT}/scripts/check_purpose_stance.py" --canvas-dir .claude/canvas
On a re-derive, tell them what it invalidated: every existing purpose_stance was reasoned under
the old definition and now needs re-reading. Do not silently leave stale stances looking current.
What this skill does NOT do
- It does not judge whether a solution serves the purpose. Nothing in Mycelium does; that
judgement is unreliable and a checker that unreliable is a second opinion wearing a gate's clothes.
- It does not write a stance on any solution. That belongs to
/mycelium:ost-builder.
- It does not clear a
contradicts. Only a human can, and the check enforces it.
Step 6: Offer the BEARING, and take "no" for an answer (v0.230.0)
L0 holds three references, and only two of them existed before this release: why is the
ORIGIN (backward, fixed, singular) and the North Star metric reads POSITION. The third is a
BEARING — forward, and deliberately not arrivable. Without it, drift has nothing to be drift
from: an origin and a position give you a line, not a direction.
After Step 5, read purpose.yml#just_cause. If it is absent, say so once and offer to write it:
just_cause:
statement: <what you are heading toward, which you do not expect to arrive at>
contradicting_decision: <a concrete decision this project could take that would contradict it>
reviewed: <YYYY-MM-DD>
contradicting_decision is the whole check, and the field is worthless without it. If the user
cannot name a decision that would contradict the bearing, the bearing is not a bearing — it is a
pleasantry that every future decision will satisfy. Say that plainly and write nothing rather than
record an unfalsifiable one. This is the same shape as Sinek's test for a why, recorded verbatim from
his 2026-09-08 A Bit of Optimism appearance: "is it a statement of belief, could you argue against
it, is it self-explanatory, is it one point".
An absent bearing is a legitimate state. The field is optional, a project may run without one,
and offering it every run would make it nag-shaped. Offer on the retrofit and drift cases, not on
every invocation. Do not compute anything from these three references — they are not coordinates.
Drift here is checkable, by naming a decision, and not computable.
NOT IMPLEMENTED, and stated rather than quietly skipped: Sinek's five criteria for a Just Cause
(The Infinite Game) are not encoded, because that book is not on disk in this project and the
criteria were not read at the primary source. Encode them when someone has read them; do not
reconstruct them from memory.
Theory grounding
Sinek (Start With Why) — the why/how/what ordering, and the reason the innermost ring governs the
others. Used as an ordering, never for the book's neuroscience claims, which do not survive
checking. The mechanism itself is this project's own: a declaration that can be checked, rather
than an alignment that cannot.