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KemetraKemetra/Seshat-BI/.claude/skills/release-notes-generator/SKILL.md

release-notes-generator

Skill2 starsChanged 4 months agoApache-2.0View on GitHub

Draft an evidence-backed per-release note and assess the kit's honest maturity ladder for a shipped roadmap slice in the Seshat BI repo. Use when someone asks to "generate the release notes", "what maturity level is the kit at", "assess the kit's maturity", or "record what became possible in this release". This is Maintenance Automation (F024): it runs as the conductor's post-milestone read, not per a per-run human trigger. It READS the F028 evidence pack + the F032 compatibility matrix + the roadmap ledger, DRAFTS the seven release-note blocks with every capability claim cited, ASSESSES the seven evidence-gated maturity rungs (L0..L6) by a BINARY evidence test each, reports the level as the highest all-evidence-present rung, and then STOPS for the named release owner. It emits NO numeric / maturity / confidence score (the ladder is milestones, not a score), re-measures NOTHING (no seshat check/validate, no DB, no powerbi/ read), self-approves NO release, self-confirms NO level, and publishes nothing.

6 other projects use a version of this.

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The file

Show its rules and text

We split this skill into the rules it gives an agent

14 rules. 0 are common, 8 are distinctive, and 6 are very specific to this project.

  • 0

    Common

    Most of the 6 edited versions we read keep these.

  • 8

    Distinctive

    This author's own choices. Worth a look.

  • 6

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    ALL exists -- structurally the same kind of artifact as the seven numbered readiness stages (docs/readiness/readiness-model.md), which are …

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  2. Distinctive:

    MUST cite the committed evidence behind it (a file/commit, or the cited F028 pack entry).

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  3. Distinctive:

    Run against the repo as of this authoring, the assessment yields (verify against the repo, never assert from memory):

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  4. Distinctive:

    When inputs disagree (e.g.

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  5. Very specific:

    Leave the note status: draft.

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  6. Distinctive:

    Do NOT emit a numeric maturity score / percentage / averaged confidence (hard rule #9).

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  7. Distinctive:

    Do NOT claim a capability, "production ready", "GA", or "enterprise grade" with no backing evidence rung.

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  8. Distinctive:

    Do NOT report a level above the highest all-evidence-present rung.

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  9. Distinctive:

    Do NOT self-approve a release, self-confirm a level, or publish (Core Authority).

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  10. Very specific:

    Do NOT re-measure: no seshat check / retail validate, no source profiling, no DB connection, no powerbi/ read.

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  11. Very specific:

    Do NOT add a seshat check rule, a CLI verb, a validator, or any new gate.

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  12. Distinctive:

    Do NOT bake C086 / retail_store_sales specifics into the two generic templates (they are cited as track record in a FILLED instance, never …

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  13. Very specific:

    Do NOT create docs/releases/ content or any approved instance -- the skill drafts.

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  14. Very specific:

    When a milestone ships, the retail-orchestrate conductor may invoke this generator as the product-level read AFTER the milestone: it reads …

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“Common” is measured: kept by at least 6 in 10 of the 6 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

release-notes-generator

  • Roadmap feature: F033 On-disk spec: specs/027-release-maturity-management/ (dir 027 == F033; when the dir number and the F-number disagree, the roadmap F-number wins).
  • Authority category: Maintenance Automation (the F024 enumerated declaration -- see docs/architecture/product-modules.md). NO connectivity level and NO capability level: those sub-axes belong to Execution Adapters and Product Modules; Maintenance Automation carries neither (its boundary is prose).

The kit ships in slices. Each slice changes WHAT THE KIT CAN DO, but the kit has no durable, reviewable record of "what became possible in this release, and how mature is the capability". Today that answer lives only in commit messages and the roadmap's delivered ledger. This skill is the record: it DRAFTS a per-release note (seven required blocks) and ASSESSES an evidence-gated maturity ladder. It composes evidence others already recorded; it originates none of it and owns no truth. A maturity claim is exactly where a tool is tempted to round "two worked examples" up to "production ready"; the kit's no-fake-confidence rule (hard rule #9) forbids that, so the ladder is an evidence-gated MILESTONE ladder -- not a score -- and the skill drafts-and-stops for a named release owner to approve.

Authority declaration (F024) -- Maintenance Automation (no sub-axis)

This skill declares EXACTLY ONE of the five F024 authority categories. Quoted verbatim from docs/architecture/product-modules.md, Maintenance Automation is:

a tool that runs WITHOUT a per-invocation human trigger (scheduled / CI), emits ONLY derived evidence (a report, a drift signal, a recomputed index), never creates truth, and never self-approves. This is the novel category: it is distinguished from a human-invoked Module by the absence of a per-run human trigger. The schedule itself -- and the evidence it runs on -- is a prior named-human action, so this does NOT relax Principle V.

Maintenance Automation is the ONLY non-Core category with no parallel sub-axis (a Module pins a capability level, an Adapter pins a connectivity level; "the other three categories carry no parallel sub-axis -- their boundary is prose"). So there is no module-contract / adapter-contract to fill for F033; the declaration is this prose section plus the matrix column below.

This skill's authority row, quoted verbatim from the F024 authority matrix (the Maintenance Automation column):

CapabilityMaintenance Automation
Reads committed evidenceyes
Summarizes / visualizes evidenceyes
Writes DERIVED evidence (report, signal)yes
Executes an APPROVED stepyes (scheduled)
Connects to a DB / external serviceno (if it must connect out, the seam makes it an Adapter)
Publishes a Power BI artifactno
CREATES truth (business meaning, metric, mapping)no
GRANTS approval / moves a stage to passno

In short: this skill reads committed evidence, summarizes it, and writes DERIVED evidence (the release note + the maturity report). It declares NO connectivity level (it never connects to a DB or external service -- if it ever had to, the seam would make it an Adapter, not this category) and NO capability level (that axis is a Module's). It CREATES no truth and GRANTS no approval; both belong to a named human via Core Authority (Principle V). It is the conductor's product-level read AFTER a milestone, not a per-run human-triggered Module -- the prior named-human actions are the schedule and the already-committed evidence it runs on, so the category fits and Principle V is intact.

The two load-bearing boundaries (carried verbatim; do not drift)

Boundary 1 -- No fake confidence: the ladder is MILESTONES, not a score

The maturity ladder is an EVIDENCE-GATED MILESTONE ladder -- a binary "this evidence exists or it does not" test per rung, level = the HIGHEST rung whose required evidence ALL exists -- structurally the same kind of artifact as the seven numbered readiness stages (docs/readiness/readiness-model.md), which are legitimate milestones, NOT scores. The numbered rungs L0..L6 are milestone names, exactly like the numbered readiness stages; the number is an ordinal milestone, never a quantity.

This skill MUST NOT emit a percentage, a 0-100 health number, an average, or ANY number that reads as confidence (hard rule #9). A rung is reported as achieved (evidence: ...) or not achieved (missing: ...) -- never "73% mature". If asked for a numeric maturity score, the skill DECLINES, cites hard rule #9, and returns the rung verdicts + cited evidence instead.

A rung is BINARY -- achieved or not achieved. Partial evidence (one worked example complete, the second mid-build) is "not achieved" with the missing piece named; it is never rounded up. The ladder does NOT use the four readiness statuses (not_started/blocked/warning/pass) -- those are the per-table readiness spine's vocabulary; a rung is a two-valued milestone verdict.

Boundary 2 -- Consume, never re-measure; never self-approve

This skill READS the F028 evidence pack, the F032 compatibility matrix, the committed roadmap ledger + commit refs, the worked-example docs, and the on-disk presence of adapters/projects. It DRAFTS the note and ASSESSES the rung from that committed evidence. It NEVER:

  • runs seshat check / retail validate, profiles a source, opens a DB connection, or reads powerbi/ (it consumes recorded results; it re-measures nothing). A missing input is recorded as "evidence not available", never fabricated.
  • self-approves a release (draft -> approved is a named release owner recorded in approvals[]), self-confirms a level, or publishes (tags / GitHub releases / registry pushes are out of scope -- release execution stays a human action).
  • moves any readiness stage to pass or adds any gate / seshat check rule / CLI verb / validator. Release & maturity is a product-level process orthogonal to the per-table readiness spine; it advances no stage.

Inputs it CONSUMES (referenced by role; never re-measured)

InputRole hereStatus
F028 evidence pack (docs/tools/evidence-pack-generator.md; .claude/skills/evidence-pack-generator/SKILL.md; the table's filled mappings/<table>/evidence-pack-*.md)the committed evidence behind each "what became possible" claim and each rung verdictbuilt; consume freely
F032 compatibility matrix (planned docs/operations/adapter-compatibility-matrix.md; templates/adapter-version-record.md)cited for "what changed" + "migration notes"; never recomputedreferenced by id + role -- if not yet on disk, record "consumed input not yet available", do not fabricate its rows
the delivered roadmap ledger (docs/roadmap/roadmap.md) + commit refsthe release history of record (one note maps 1:1 to the delivered-ledger row it summarizes)committed
worked-example docs + on-disk presence (docs/worked-examples/retail-store-sales.md; mappings/retail_store_sales/)the evidence the L1/L2/L3 binary tests check, and the absence the L4/L5/L6 tests checkcommitted

It IMPORTS none of these; it READS them. If an input is missing, the rule is "evidence not available -- cannot assert capability", never a fabricated claim or row.

The two output artifacts (two files, two purposes -- never merged)

ArtifactFrom templatePurposeLifecycle
Release notetemplates/release-notes.mdper-RELEASE record: what became possible in release N (seven blocks)draft until a named release owner approves
Maturity reporttemplates/maturity-report.mdpoint-in-time ladder SNAPSHOT: how mature is the kit, by evidence (seven rungs)a snapshot; the reported level is the named release owner's to confirm

A "release" is one shipped roadmap F-slice keyed by its roadmap F-number. Filled, approved sets live under docs/releases/<F-number>/ (e.g. docs/releases/F033/), one set per release -- the per-release record (parallel to docs/roadmap/ the delivered ledger). A batch (e.g. F024-F033) is recorded as a GROUP of per-slice notes, never one merged note. docs/releases/ is the DESCRIBED output home; this skill drafts into it and a human approves -- the skill does not create the dir or any approved instance.

The seven release-note blocks (the per-release record)

The note MUST contain all seven blocks, in order. Every "what became possible" claim MUST cite the committed evidence behind it (a file/commit, or the cited F028 pack entry); a claim with no traceable source is a defect.

#BlockSourced fromCitation rule
1what became possiblethe F028 evidence pack for the slice + the delivered-ledger roweach line cites the committed evidence that makes it true; an UNSUPPORTED capability is omitted here (and, if relevant, listed under "known limitations -- not yet evidenced"), never asserted
2what changedthe F032 compatibility matrix rows + commit refscite the matrix row / commit; never recompute the matrix
3readiness stages affectedthe per-table readiness-status.yaml deltas this slice produced (or "none" -- release/maturity advances no stage)name the stage + the evidence; this skill records the delta, it does not move a stage
4new modules / adaptersthe F024 declarations of the slices in this releasename each + its authority category + sub-axis (if any)
5known limitationsthe not-achieved maturity rungs + recorded caveatsMUST list at least the unbuilt rungs (L4 dbt, L5 Dagster, L6 Power BI execution today)
6migration notesthe F032 compatibility matrix (version ranges / required smoke tests)cite the matrix; "evidence not available" if the matrix is not yet on disk
7next best slicethe roadmap's next undelivered rowname it; recommend, do not commit -- sequencing is the owner's call

Plus the note's status (draft / approved) and approvals[] (named release owner + date). The skill produces it as status: draft -- awaiting release-owner approval; it has approved nothing.

The seven-rung evidence-gated maturity ladder (the honesty core)

Exactly seven rungs, each with a BINARY evidence test. The reported level is the HIGHEST rung whose required evidence ALL exists; rungs above that are reported NOT achieved with the exact missing artifact named. Rung order is a capability-evidence milestone narrative, independent of the roadmap's F-sequence: it does NOT imply F016 is the sequencing apex -- F016 remains the deliberately-last, bottom-of-stack execution-only adapter that no readiness stage depends on.

RungCapabilityBinary evidence test (achieved iff this exists)
L0docs onlythe kit's docs/templates/spec-kit artifacts exist (the medallion playbook, the readiness model, the F024 taxonomy)
L1one worked example>= 1 worked-example table with mapping artifacts on disk under mappings/
L2two worked examples>= 2 worked-example tables with mapping artifacts on disk under mappings/
L3repeatable silver / goldsilver + gold proven repeatable for the >= 2 worked tables (each has its silver + gold)
L4dbt transformation adaptera dbt transformation adapter (F029) exists in-repo
L5Dagster orchestrationa Dagster orchestration project (F030) exists in-repo
L6official Power BI execution adapteran official Power BI execution adapter (F016) exists in-repo

L3's caveat -- "generic repeatability BEYOND the worked tables is the NEXT evidence" -- is a FORWARD scope-note reserved for once L3's binary test is satisfied, NOT license to round an unmet L2/L3 up early. Until >= 2 worked tables exist on disk, L3's binary test (silver + gold proven repeatable across the >= 2 worked tables L2 requires) is NOT satisfied, and L3 is reported NOT ACHIEVED with the missing second worked table named -- never rounded up on the strength of the first table alone.

Worked assessment against today's repo (the honest current state)

Run against the repo as of this authoring, the assessment yields (verify against the repo, never assert from memory):

RungVerdict TODAYEvidence (cited) or missing artifact (named)
L0achieveddocs/templates/spec-kit artifacts exist (e.g. docs/medallion-playbook.md, docs/readiness/readiness-model.md, docs/architecture/product-modules.md)
L1achievedone worked example: mappings/retail_store_sales/
L2not achievedmissing: a second worked-example table with mapping artifacts on disk under mappings/ (today there is exactly one: mappings/retail_store_sales/)
L3not achievedmissing: L3 requires the >= 2 worked tables L2 requires; with only one worked table on disk, repeatability across multiple tables is not yet evidenced
L4not achievedmissing: a dbt transformation adapter (F029) in-repo
L5not achievedmissing: a Dagster orchestration project (F030) in-repo
L6not achievedmissing: an official Power BI execution adapter (F016) in-repo

Reported level today: L1 (the highest rung whose required evidence ALL exists). The kit makes NO production / GA / enterprise-grade claim: no rung backs one. No rung is reported as a number.

Procedure (numbered; do not reorder)

1. Identify the release and read the inputs

Resolve the release (one shipped roadmap F-slice, keyed by its F-number). READ the F028 evidence pack for the slice, the F032 compatibility matrix (by role; "consumed input not yet available" if absent), the delivered roadmap ledger row + commit refs, and the on-disk presence of adapters/projects. This is read-only; it re-measures nothing.

2. Draft the seven release-note blocks with citations

Fill templates/release-notes.md: each of the seven blocks, every "what became possible" line citing its committed evidence. A capability with no supporting evidence is NOT listed under "what became possible" -- it is omitted, or listed under "known limitations -- not yet evidenced", never asserted. Set status: draft -- awaiting release-owner approval.

3. Assess each rung by its binary test

Fill templates/maturity-report.md: for each rung L0..L6, run its binary evidence test against the committed evidence / on-disk presence, record achieved (evidence: ...) or not achieved (missing: ...). Record L3's repeatability caveat as a forward scope-note on its achieved verdict.

4. Report the level (no number)

The reported level = the highest rung whose required evidence ALL exists. Name the rungs above it as not achieved with the missing artifact. Emit NO percentage / score / average.

5. Surface conflicts; never resolve them

When inputs disagree (e.g. the matrix asserts an adapter version interoperates but no adapter exists in-repo), record the conflict as a FINDING and do NOT pick a side (Principle V). The skill recommends; the human decides.

6. STOP for the named release owner

Leave the note status: draft. Approval (draft -> approved) and level confirmation are a named release owner's act recorded in approvals[] -- Core-Authority, truth-creating, which this skill cannot perform. After a run, git status shows only the drafted derived artifacts; no release self-approved, no level self-confirmed, no stage moved to pass, no validator run, no DB opened.

Refusal behaviors (the honesty guard -- testable)

RequestWhat the skill does
"give the kit a maturity score out of 100"DECLINES; cites hard rule #9; returns the rung verdicts + cited evidence instead
"report Level 4" with no dbt adapter presentREFUSES; names the missing evidence (a dbt adapter F029 in-repo); reports the true level (L3 today)
"call the kit production ready / GA / enterprise grade"REFUSES; states no evidence rung backs the claim; offers only evidence-backed capability lines
"mark this release approved" with no named release ownerleaves status: draft; states approval is a human action (Core Authority / Principle V)
"the matrix says adapter X works but no adapter X exists"surfaces the conflict as a finding; does NOT resolve it (Principle V)

What the agent must NOT do

  • Do NOT emit a numeric maturity score / percentage / averaged confidence (hard rule #9).
  • Do NOT claim a capability, "production ready", "GA", or "enterprise grade" with no backing evidence rung.
  • Do NOT report a level above the highest all-evidence-present rung; do NOT round a partial rung up.
  • Do NOT self-approve a release, self-confirm a level, or publish (Core Authority).
  • Do NOT re-measure: no seshat check / retail validate, no source profiling, no DB connection, no powerbi/ read.
  • Do NOT add a seshat check rule, a CLI verb, a validator, or any new gate; do NOT move any readiness stage to pass.
  • Do NOT bake C086 / retail_store_sales specifics into the two generic templates (they are cited as track record in a FILLED instance, never inlined into the blank templates).
  • Do NOT create docs/releases/ content or any approved instance -- the skill drafts; a human approves.

See also

  • The two output templates: ../../../templates/release-notes.md, ../../../templates/maturity-report.md.
  • The authority contract: ../../../docs/architecture/product-modules.md (the five categories + the matrix + the absence of a Maintenance Automation sub-axis), ../../../docs/architecture/core-vs-modules-and-adapters.md (the prose + the seam).
  • The consumed inputs (by id + role): ../../../docs/tools/evidence-pack-generator.md (F028, built), ../../../specs/026-adapter-compatibility-matrix/spec.md (F032, the compatibility matrix -- referenced by role).
  • The release history of record: ../../../docs/roadmap/roadmap.md (delivered ledger).
  • The four-status / no-fake-confidence model the ladder mirrors structurally: ../../../docs/readiness/readiness-model.md; hard rule #9.
  • The read-and-present sibling it mirrors: ../retail-control-room/SKILL.md. The conductor it plugs into: ../retail-orchestrate/SKILL.md.
  • The worked example that grounds the ladder: ../../../docs/worked-examples/retail-store-sales.md; mappings/retail_store_sales/.
  • The spec: ../../../specs/027-release-maturity-management/spec.md.

Orchestration

When a milestone ships, the retail-orchestrate conductor may invoke this generator as the product-level read AFTER the milestone: it reads the committed evidence (F028 pack + F032 matrix + roadmap ledger), DRAFTS the seven release-note blocks, ASSESSES the maturity rung, reports the level, and STOPS for the named release owner. It advances no readiness stage -- the per-table spine and the product-level release record are orthogonal. Release approval, level confirmation, and any publish are the named release owner's acts via Core Authority, never this skill's.

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