The selector forced every task through the heaviest methodology's
critical path: a behaviour-preserving, type-enumerable change paid the
same specify -> planner -> implement front-half as a novel feature,
because it was neither new behaviour (tdd) nor an observed bug (debug)
and so fell to specify by elimination. Two coupled defects — a selector
with no verification axis, and an all-or-nothing executor — kept the
existing lighter path unreachable and uneconomical. This fixes both.
Part A — verification-keyed selector (boss/SKILL.md):
- Replace the three-way "design line" with an ordered cascade that adds
a verification/enumeration axis ahead of the settled-vs-fork question.
Each lighter arm carries a positive trigger matched by signature, not
reached by elimination.
- New `compiler-driven` arm: a type/signature edit at a definition site
that propagates mechanically. Observe-then-bounce — make the edit,
build, run the suite; clean build AND suite green unchanged commits;
a hole bounces up (specify for a design choice, tdd for discovered
test-specifiable new behaviour); a regression bounces to debug.
- The observed-bug RED-first gate is first in the cascade, so a
mechanical-looking fix cannot bypass it.
- The straddle rule ("add an enum variant") is codified as a rule:
mechanical/forwarding -> compiler-driven; encodes new behaviour ->
tdd/spec; doubt routes up.
- The executor is the elevated inline carve-out plus a shipped workflow,
not a heavy new skill ("the largest concrete win is small").
Part B — Workflow substrate (implement/workflows/):
- implement-loop.js: the per-task loop as a deterministic script. Each
phase (implementer -> spec-compliance -> quality, + tester for E2E) is
a separate top-level agent() call, so a single phase is independently
invokable and inter-phase aggregation/re-loop is code. Retires the
implement-orchestrator agent's inline-role-switch workaround (the four
phase agents survive as the agent-types the script dispatches).
- compiler-driven-edit.js: the observe-then-bounce loop.
- install.sh / uninstall.sh symlink shipped workflows into
~/.claude/workflows/.
- specify and brainstorm stay prose + interactive (human-intent oracle);
only the autonomous/mechanical loops moved. try-and-error is deferred.
Docs (pipeline taxonomy, design, agent-template, migration, README) and
all selector<->executor cross-references updated; the arm and its
executor are co-located so a future re-route through the full loop is a
visible regression.
Verified by an adversarial multi-agent pass: PASS on all six acceptance
criteria; two coherence concerns fixed. The shipped scripts are
syntax-validated but exercised only in a downstream target project (the
skills repo is not itself a pipeline target).
closes #7
5.9 KiB
Agent template
Every agent file follows the same structure. Deviations need a named reason in the agent's own body. The template was distilled from the AILang in-tree agents and refined to remove project- specific identifiers.
File layout
---
name: <agent-slug>
description: <third-person, "Use when…" or role description>
tools: <comma-separated tool list>
---
> Violating the letter of these rules is violating the spirit.
## What this role is for
<one short paragraph naming the failure mode the agent exists
to prevent>
## Standing reading list
<list of always-binding documents — the fixed always list (`CLAUDE.md`
plus `git log -10 --format=full`), the per-role standing reading the
project lists in its CLAUDE.md project facts, and the project's glossary
if it has one>
## Carrier contract
<what the dispatching skill hands the agent: task_text, diff,
hypothesis, etc. Agents do NOT open the project's plan or spec
directories directly — context curation lives at the skill level>
## Iron Law
<the non-negotiable rules of this role, as a code-fenced block of
short imperative lines>
## The Process
<numbered steps>
## Status protocol
<which terminal states this agent uses, and what evidence each
state requires>
## Output format
<word-budgeted, structured>
## Common Rationalisations
| Excuse | Reality |
|--------|---------|
| … | … |
(Calibrated to the past failure modes of this role.)
## Red Flags — STOP
- If you're about to do <X>, stop.
- …
Frontmatter conventions
name
The agent slug, lowercase kebab-case. No project prefix (the
old ailang-* prefix was an AILang-only convention; the
plugin's agent path is enough disambiguator).
Examples: architect, bencher, debugger, implementer,
tester, fieldtester, docwriter, grounding-check,
spec-skeptic, plan-recon, spec-reviewer, quality-reviewer.
description
One sentence. Third-person. Either "Use when…" or a role description. This is what the orchestrator (or a skill) reads to decide whether to dispatch the agent — keep it sharp.
tools
Comma-separated list of Claude Code tool names. No agent
receives Agent in its tools (no nested subagent dispatch).
The dispatching skill composes; agents do not call other
agents.
Common tool sets:
- Read-only review (architect, spec-reviewer, quality-reviewer,
grounding-check, spec-skeptic, plan-recon):
Read, Glob, Grep, Bash - Implementation (implementer, tester, debugger, docwriter,
fieldtester, bencher):
Read, Edit, Write, Bash, Glob, Grep
The autonomous execution loops are Workflow scripts, not agents
(implement/workflows/): they orchestrate the implementation phase
agents from the top level via agent() calls. The agents they
dispatch still carry no Agent tool — the no-nested-dispatch rule is
unchanged; the workflow simply does the orchestration the retired
implement-orchestrator agent used to fake with inline role-switches.
Sections in detail
Spirit-letter lead-in
The single line > Violating the letter of these rules is violating the spirit. is mandatory at the top. It exists to
forestall the "well, technically I didn't break the rule" class
of rationalisation.
What this role is for
One short paragraph. Names the failure mode the agent exists to prevent — not the success mode it enables. Failure-mode framing is sharper for the model: "this role exists because past attempts to do X without a dedicated reviewer led to Y" reads more forcefully than "this role helps with X".
Standing reading list
The plugin's skill body composes this list and passes it to the agent
via the carrier. It is built from a fixed always list — CLAUDE.md
plus git log -10 --format=full, binding on every role — extended by
the per-role standing reading the project lists in its CLAUDE.md project
facts. The agent's body says, prosaically: "Read everything in the
standing reading list before doing anything else."
When the project's CLAUDE.md project facts name a glossary path, that glossary is implicitly part of the always list, so every role reads the project glossary without a per-role entry.
The agent file itself does not hardcode file paths.
Carrier contract
The carrier is the small payload the skill hands the agent. It typically includes:
task_text— the spec excerpt or plan task verbatimdiff— for reviewers, the diff to reviewhypothesis— for the bencher, what it should testbug_symptom— for the debugger, the observable misbehaviourdrift_focus— for the architect, what part of the ledger to check
Agents do not open the project's plan or spec directories directly to fish for context. Context curation lives at the skill level so the orchestrator can see exactly what each agent was told.
Iron Law
A code-fenced block of short, imperative rules. These are the rules the agent will violate if it rationalises. Calibrate to past failure modes — abstract rules don't land; rules anchored to a named past mistake do.
The Process
Numbered steps. Each step is concrete — "Read X", "Run Y", "Write to Z" — not abstract phases like "explore" or "synthesise".
Status protocol
Specifies which terminal states the agent uses (see
pipeline.md) and what evidence each state requires. For
example: DONE requires "build green AND tests green AND no
new warnings".
Output format
Word-budgeted. Structured — usually a small set of named sections the orchestrator can quote in its commit body. The budget prevents agent reports from drowning the orchestrator's context.
Common Rationalisations
A table of excuse → reality. Calibrated to the past failure modes of this role. The point is to short-circuit the rationalisation before it derails the agent's process.
Red Flags — STOP
Bullet list of "if you're about to do this, stop" signals. Concrete, not abstract. "If you're about to write a fix without a failing test, stop" beats "be disciplined".