mcpbeat

Apm Spec Guardian

microsoft/apm-apm-spec-guardian

>- Use this skill to run a four-panel adversarial advisory review on any pull request that touches the OpenAPM specification artifact (docs/src/content/docs/specs/openapm-*.md), its inline / sidecar JSON Schemas (docs/src/content/docs/specs/schemas/*.schema.json), or the conformance fixture seed (tests/fixtures/spec-conformance/**). The panel fans out to four spec-ecosystem reviewers (swagger-openapi-editor, oci-distribution-editor, pkgmgr-registry-contract-editor, w3c-tag-architect), each running in its own agent thread, and a spec-editor synthesizer that produces a fold-now / defer-v0.1.1 / defer-v0.2 / reject list plus a ship decision keyed off a 1..10 shocked_meter scale. The orchestrator is labels, no merge gating. The panel is advisory -- it surfaces findings, prioritizes folds, and renders a ship recommendation that the maintainer weighs.

11k tokens
context cost
the whole folder, loaded on every use
5
files
instructions only
0
copies elsewhere
how many repositories repackaged it
3460
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/microsoft/apm --skill apm-spec-guardian

What comes with it

25 844 bytes besides the instruction
assets/comment-template.md
assets/linter-checklist.md
assets/panelist-return-schema.json
assets/synthesizer-return-schema.json

What it tells the agent to use

found in the instruction text
Task spawns other agents

The instruction itself

14 sections, as written by the author

APM Spec Guardian -- Four-Panel Advisory Review for OpenAPM

This skill institutionalizes the two-round adversarial spec review

that produced OpenAPM v0.1 by hand. The panel is FAN-OUT +

SYNTHESIZER. Each panelist runs in its own agent thread (via the

task tool) and returns JSON matching

assets/panelist-return-schema.json. The orchestrator schema-validates

each return, hands all returns to the spec-editor-synthesizer

(also a task thread, returns JSON matching

assets/synthesizer-return-schema.json), runs the linter checklist

in assets/linter-checklist.md, then renders ONE comment from

assets/comment-template.md.

This skill is ADVISORY by design. It does not compute a binary

verdict, it does not apply verdict labels, and it does not gate

merge. The panel surfaces findings; the maintainer ships.

Activation scope

This skill activates ONLY when the PR diff touches at least one of:

  • docs/src/content/docs/specs/openapm-*.md (the normative spec

artifact, current and future versions)

  • docs/src/content/docs/specs/schemas/*.schema.json (sidecar JSON

Schemas, if/when the inline Appendix-A schemas are extracted to

files)

  • tests/fixtures/spec-conformance/** (the conformance fixture seed)

Edits to any OTHER documentation page MUST NOT trigger this skill.

The maintainer's general docs-sync skill covers those.

Architecture invariants

  • Advisory regime, not gate regime. There is no APPROVE /

REJECT, no spec-approved / spec-rejected label, no

deterministic verdict computation. The synthesizer returns a

ship_decision (fold_and_ship / needs_revision /

next_brief); this is prose for the human reviewer, never

auto-applied as a label or status check.

  • Ship-meter floor. ship_decision: fold_and_ship REQUIRES

shocked_meter_avg >= 7.0. Below 7.0 the synthesizer MUST emit

needs_revision (single drafter pass on the existing artifact)

or next_brief (another round of panel review with a new brief).

The floor is advisory wording in the comment, not a status check.

  • Blocker veto. If ANY panelist returns

new_blocking_findings[].length > 0, the synthesizer MUST emit

ship_decision: next_brief regardless of the shocked_meter_avg.

A blocking finding from one panel is not outweighed by three

panels rating the artifact 9/10.

  • Single-writer interlock. Only the orchestrator writes to the

PR: exactly one add-comment call and one remove-labels call.

The remove-labels call sweeps spec-review (trigger

idempotency). NO add-labels call -- there are no verdict labels.

Panelist subagents and the synthesizer subagent return JSON only

and MUST NOT call any gh write command, post comments, apply

labels, or touch PR state.

  • Single-emission discipline. Exactly one comment per panel run,

rendered from assets/comment-template.md after all subagents

return and the linter checklist runs.

  • ASCII-only artifact. Every byte the skill writes (the comment,

the synthesizer prose, any rendered fold instruction) MUST be

within printable ASCII (U+0020 - U+007E). The skill inherits the

repo encoding rule from .github/instructions/encoding.instructions.md

(if present) and additionally enforces it on the spec artifact via

linter check 1.

  • No-vendor-foundation language ban. The spec artifact MUST NOT

contain "CNCF", "Linux Foundation", "Sandbox", "Incubation",

"W3C Process", or "IETF RFC stream". The persona prompts MAY

reference these as pedigree (a panelist's credibility comes from

having edited OpenAPI; that does not put OpenAPI's foundation

affiliation in the spec text). Linter check 2 greps the artifact

for the forbidden token list AFTER any fold.

Agent roster

| Agent | Role | Always active? |

|-------|------|----------------|

| Swagger / OpenAPI Editor | Interface-contract discipline (schemas, $ref hygiene, oneOf discriminators, conformance enumeration) | Yes |

| OCI Distribution Editor | Registry-HTTP rigor (hash envelopes, mirror tolerance, fail-closed extraction, supply-chain threat model) | Yes |

| Package-Manager Registry-Contract Editor | Dependency-resolution rigor (semver dialect pinning, lockfile determinism, transitive conflict policy, reserved-slot defensive MUSTs) | Yes |

| W3C TAG Architect | Web-platform integration / architecture (extensibility, layering, fingerprinting, machine-readable contract surface) | Yes |

| Spec Editor Synthesizer | Same hand that drafted; aggregates panel returns, computes shocked_meter_avg, clusters convergent themes, produces fold-now / defer / reject lists and ship_decision | Yes |

The roster is invariant for the v0.1 lineage. Changing it requires

bumping the skill version.

Topology

   apm-spec-guardian SKILL (orchestrator thread)
                      |
   +------ Wave 0: scope decision (orchestrator-internal) ------+
   |  classify diff:                                            |
   |   - editorial-only (tiny patch, single section, no schema  |
   |     change, no fixture add)  -> skip Wave 3, run Wave 5    |
   |     linter only, render lightweight comment                |
   |   - editorial-patch (default for PR-trigger)               |
   |     -> skip Wave 1+2, start at Wave 3                      |
   |   - new-version (operator opt-in via PR body marker        |
   |     `apm-spec-guardian: new-version`)                      |
   |     -> run Wave 1 + 2 + 3 + 4 + 5                          |
   +------------------------------------------------------------+
                      |
        IF new-version mode: run Wave 1 + Wave 2 first
                      |
   Wave 1 (optional, new-version only): task -> spec-editor-synthesizer
          acting as ASSESSOR -- reads issue context + corpus +
          produces SPEC_BRIEF_v0 (session-state artifact)
   Wave 2 (optional, new-version only): task -> spec-editor-synthesizer
          acting as DRAFTER -- produces SPEC_DRAFT_v0 from SPEC_BRIEF_v0
                      |
   Wave 3: FAN-OUT via task tool (4 panelists in parallel)
   +------+------+--------+------+
   v      v      v        v
   swagger oci  pkgmgr   tag
   (each returns JSON per assets/panelist-return-schema.json)
                      |
                      v   <-- S4 schema-validate per return
                      v   <-- on malformed: re-spawn that panelist
                      v       (max 2 attempts; then placeholder)
                      v
   Wave 4: task -> spec-editor-synthesizer
   - aggregates findings across 4 panels
   - computes shocked_meter_avg
   - resolves dissent
   - clusters into convergent themes
   - emits fold_now[] + defer_v0_1_1[] + defer_v0_2[] + reject[]
   - emits ship_decision honoring ship-meter floor + blocker veto
   - returns assets/synthesizer-return-schema.json
                      |
                      v   <-- S4 schema-validate
                      v
   Wave 5: LINTER (mechanical, from assets/linter-checklist.md)
          - 11 checks; each MUST pass
          - failures append to ship_prose as advisory notes
          - linter does NOT change ship_decision; it informs the
            human reviewer
                      |
   Wave 6: orchestrator (sole writer)
            |               |
            v               v
        add-comment    remove-labels
        (max:1)        [spec-review]
                       (trigger idempotency reset)

Wave 0 -- scope decision

The orchestrator classifies the diff before spawning any panelist.

Decision rules, in order:

  • New-version mode. If the PR body contains the literal marker

line apm-spec-guardian: new-version, OR the diff creates a new

docs/src/content/docs/specs/openapm-*.md file (not an edit to

an existing one), classify as new-version. Run Waves 1 -> 2 ->

3 -> 4 -> 5 -> 6.

  • Editorial-only mode. If ALL of the following hold:
  • the diff added < 50 lines AND removed < 50 lines total across

all in-scope paths,

  • no JSON Schema file was added, removed, or had its top-level

properties keys changed,

  • no fixture file was added or removed (existing fixture

content edits are OK),

  • no anchor of the form <a id="req- was added or removed,

classify as editorial-only. SKIP Wave 3 + Wave 4. Run Wave 5

linter on the modified artifact. Render the lightweight

editorial-only branch of assets/comment-template.md (just the

linter result + a one-line "no substantive spec change

detected").

  • Editorial-patch mode (default). Everything else. Run Wave 3

-> 4 -> 5 -> 6. Wave 1 + Wave 2 are SKIPPED; the panel reviews

the existing artifact as modified by the PR diff.

Document the decision in the comment header (one line: "Scope: <mode>;

diff = +X/-Y lines across N files").

Wave 3 -- panel fan-out

Spawn the following four tasks in PARALLEL via the task tool, one

task per persona:

  • spec-swagger-editor
  • spec-oci-editor
  • spec-pkgmgr-editor
  • spec-tag-architect

Each task prompt MUST:

  • Reference its persona file by relative path

(../../agents/spec-<slug>.agent.md) so the subagent loads its

own scope, lens, and pedigree.

  • Include the PR number, title, body, and full diff (passed inline),

PLUS the current contents of the in-scope spec artifact AS

MODIFIED by the diff (the panel reviews the post-merge state of

the file, not just the diff).

  • Cite assets/panelist-return-schema.json and require the

subagent to emit JSON matching that schema as its FINAL message.

  • State the calibrated severity contract: "Use

new_blocking_findings ONLY for issues that would break a

conformant implementation, leak a security guarantee, or invalidate

a published normative claim. Use new_recommended_findings for

substantive improvements. Use new_nit_findings for one-line

editorial polish. The panel is advisory; nothing you return blocks

merge; pick the severity that honestly matches your signal

strength."

  • State the no-vendor-foundation rule: "Your pedigree as a [persona]

is part of your prompt. Do NOT propose adding the names of any

standards body, foundation, or governance program (CNCF, Linux

Foundation, Sandbox, Incubation, W3C Process, IETF RFC stream) to

the spec artifact text. Findings that recommend such additions

will be auto-rejected by the synthesizer."

  • State the ASCII rule: "Every byte in your return JSON and every

byte of any proposed fix or replacement text MUST be within U+0020

  • U+007E. No emojis, no Unicode dashes, no curly quotes."
  • Pass round (1 on first pass, 2+ on subsequent rounds in

new-version mode).

  • Restate the output contract: NO gh write commands, NO posting

comments, NO label changes, NO touching PR state. JSON return only.

Wave 4 -- synthesizer

Pass all four validated panelist JSON returns to a task invocation

that loads ../../agents/spec-editor-synthesizer.agent.md. The prompt

MUST:

  • Provide all panelist returns as structured input.
  • Ask for: convergence_table, convergent_themes (themes flagged

by 2+ panels), fold_now[] (surgical single-section fixes only),

defer_v0_1_1[] (small patches deferrable to next patch

release), defer_v0_2[] (architectural work requiring a reserved

slot in a future major), reject[] (findings the synthesizer

declines, with rationale), ship_decision, ship_prose,

linter_handoff_notes.

  • State the ship-decision rules verbatim:
  • If sum(panelist.new_blocking_findings) > 0 across all panels,

ship_decision MUST be next_brief.

  • Else if shocked_meter_avg < 7.0, ship_decision MUST be

needs_revision.

  • Else ship_decision MAY be fold_and_ship.
  • State the no-vendor-foundation rule: auto-reject any

panelist-proposed fix that would add a banned token to the

artifact; surface in reject[] with rationale.

  • Cite assets/synthesizer-return-schema.json and require JSON

return.

  • Restate the contract: the panel is advisory. The synthesizer does

NOT pick a verdict label. The ship_decision is prose for the

human reviewer, not a gate. NO gh write commands.

Validate the synthesizer return against

assets/synthesizer-return-schema.json. On failure, re-spawn once

with the violation cited.

Wave 5 -- linter

Run assets/linter-checklist.md against the in-scope artifact set

(spec markdown + schemas + fixtures). The checklist has 11 mechanical

checks; each is a one-liner producing exit code 0 (or empty grep

output where noted). Record pass / fail per check.

Linter outcomes are ADVISORY: a failed check does NOT change the

synthesizer's ship_decision. It DOES surface in the comment as a

"Linter notes" section so the maintainer can decide whether to fold

the fix into the same PR. If ship_decision == fold_and_ship AND

any linter check failed, the comment surfaces the conflict

prominently ("Synthesizer recommends ship; linter found N issues

worth folding first").

Wave 6 -- render the comment

Load assets/comment-template.md, fill the placeholders from the

synthesizer + panelist JSON + linter results, and emit it as exactly

ONE comment.

Filling rules:

  • The convergence table renders ONE row per panelist with verdict,

shocked_meter, new_blockers, new_recommended, new_nits counts.

  • The fold-now list renders the synthesizer's fold_now[]

verbatim, ordered as returned.

  • The defer-v0.1.1 and defer-v0.2 lists render below the fold list,

collapsed in <details> blocks if either has more than 3 items.

  • The reject list renders only if non-empty.
  • The "Linter notes" section renders only if any check failed; each

failed check renders the check id + the one-line failure summary.

  • Full per-panel findings collapse into a <details> at the bottom.
  • NEVER render the words "Verdict", "APPROVE", "REJECT", "blocked",

"merge gate", or any equivalent. The panel is advisory.

Then sweep the spec-review label via safe-outputs.remove-labels

(idempotent on missing labels). NO add-labels call.

Output contract (non-negotiable)

  • Exactly ONE comment per panel run, rendered from

assets/comment-template.md.

  • Exactly ONE remove-labels call sweeping [spec-review].
  • NO add-labels call.
  • Subagents (panelists + synthesizer) NEVER write to PR state,

NEVER call gh pr comment, NEVER call gh pr edit --add-label.

They return JSON. The orchestrator is the sole writer.

  • ASCII-only across every byte the orchestrator writes.
  • Never invent new top-level template sections or drop existing

ones.

Loop budget

  • Editorial-patch mode: at most 2 panel rounds. If round 2 still

carries new_blocking_findings, the synthesizer emits

ship_decision: next_brief with a ship_prose note that the

loop budget is exhausted and the maintainer should ESCALATE

(manually decide between drafting a fix or closing the PR).

  • New-version mode: at most 3 panel rounds. Same exhaustion

semantics on round 3.

  • Editorial-only mode: zero panel rounds (linter only).

The orchestrator increments and tracks the round counter; subagents

receive it as input but MUST NOT trust panel-side memory.

Gotchas

  • Roster invariant. The frontmatter description, the activation

scope list, the roster table, the topology diagram, and the

schema enum MUST agree on the 4 panelists + 1 synthesizer. If you

change one, change all in the same edit.

  • Blocker veto trumps ship-meter. A panelist who returns one

new_blocking_finding and a shocked_meter of 9 means "the spec is

mostly excellent but this one thing would break a conformant

implementation". That blocker still vetoes fold_and_ship. Do not

let the synthesizer average it away.

  • Calibrated severity discipline. The advisory regime relies on

panelists distinguishing blocking from recommended honestly. If a

panelist marks every editorial nit as blocking, the synthesizer's

blocker veto becomes a denial-of-ship. The panelist prompts state

the contract explicitly; the synthesizer arbitration prose is the

safety valve.

  • **Wave 0 editorial-only is a noise filter, not a quality

shortcut.** It exists so a one-line typo fix to a fixture comment

does not summon four expert agents. It MUST NOT fire on schema

changes, anchor additions, or fixture-tree topology changes; the

rules above are intentionally conservative.

  • No-vendor-foundation tokens may appear in panelist returns (a

panelist can name "the W3C TAG" as their pedigree in their

summary field) but MUST NOT appear in the synthesizer's

fold_now[].patch_instruction or in the rendered comment body

outside <details> collapsed sections. The synthesizer auto-rejects

panelist proposals that would add banned tokens to the artifact.

  • ASCII enforcement is per-byte, not per-codepoint. A character

with codepoint > 0x7E is non-ASCII even if it would round-trip

through a different encoding. The linter checks raw byte values,

not the rendered visual.

  • Subagent write enforcement is contract-based, not sandbox-based.

Tool permissions are workflow-scoped, not subagent-scoped, so

every spawned task technically inherits the same gh toolset.

The "subagents must not write" rule is enforced by the prompt

contract in each .agent.md plus the `safe-outputs.add-comment.max:

1` fail-soft.

  • Spec drift across count sites. Linter check 6 catches when sec.

1.3 sentence, Appendix C trailer, and Appendix D revision-history

disagree on the normative-statement total. This is the most common

failure mode of a fold pass and is the reason the linter is

mandatory before render.

Relationship to apm-review-panel

apm-review-panel is the general OSS multi-persona review for any

non-trivial PR in the repo. apm-spec-guardian is its narrow,

spec-only sibling: a different persona roster, a different ship

decision schema (shocked_meter instead of stance enum), and a

mandatory linter step. The architectural shape (FAN-OUT +

SYNTHESIZER + single-writer interlock + advisory regime) is

deliberately the same so a contributor reading one can read the

other. Do not merge them; the persona pedigrees and the artifact

type (spec vs code) are different enough that one-size-fits-all

prompts would dilute both.

How to use it

Copy the folder

Take microsoft/apm-apm-spec-guardian from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.