# Aegis Trigger Health Baseline

Status: `Reviewed`

## 1. Document Scope

This document defines the trigger-health diagnostic loop for the
`Aegis Method Pack`.

It answers:

- how to diagnose "Aegis is installed but the right skill does not trigger"
- how to separate install/discovery failures from routing failures
- how to improve automatic skill invocation without making `using-aegis`
  heavier

It does not answer:

- authoritative runtime routing decisions
- host adapter implementation details
- final evidence sufficiency

---

## 2. Bottom Line

If a representative task does not reliably trigger the expected Aegis skill,
do not first add more keywords to a skill description.

Treat the failure as a trigger-chain diagnosis:

1. install and version visibility
2. host skill discovery
3. activation mode and bootstrap entry
4. `using-aegis` router entry
5. task-to-skill routing
6. skill execution depth
7. context pressure and re-entry
8. false positive over-triggering

Fix the layer that owns the failure. Do not move all responsibility into
`using-aegis`.

---

## 3. Trigger Health Layers

### L0 Install And Version

Question:

- Is the installed method-pack root the expected version?

Evidence:

- `cd <aegis-method-pack-root> && python scripts/aegis-doctor.py --write-config --json`
- JSON readback includes `"workspaceSupport": "available"` and
  `"configStatus": "configured"`
- `bash scripts/bump-version.sh --check` in the method-pack checkout
- release tag / commit readback when testing a published install

Failure owner:

- install or update path

### L1 Discovery

Question:

- Can the host see the current `skills/` directory?

Evidence:

- `cd <aegis-method-pack-root> && python scripts/aegis-doctor.py --discovery-root <host-skill-discovery-root>`
- `--discovery-name-prefix <prefix>` as directed by the host guide when the
  host-visible skill directories are prefixed, such as
  `aegis-<skill-name>/SKILL.md`
- host-specific `/skills`, plugin reload, or fresh-session smoke

Failure owner:

- host discovery directory, symlink/junction/copy path, reload/restart boundary

### L2 Activation

Question:

- Is automatic bootstrap expected in this host and this activation mode?

Evidence:

- `docs/current/AEGIS_ACTIVATION_MODE.md`
- user-local `activation_mode`
- host-specific install guide

Failure owner:

- activation mode, bootstrap hook, host profile, or explicit-only install

Host-profile examples:

| Host profile | Trigger family | Expected entry |
| --- | --- | --- |
| Kimi `kimi-code-auto` | `hook-bootstrap` | Plugin `sessionStart.skill = using-aegis` |
| Kimi `kimi-code-explicit` | `native-direct-skill` | Explicit or host-native direct-child matching; no session-start bootstrap |
| DeepSeek Harness bundle, `auto` | `hook-bootstrap` | Native `agent/session-start` injection on `startup`, `resume`, `clear`, and `compact` |
| DeepSeek Harness bundle, `explicit` | `native-direct-skill` | Installed catalog remains explicitly invocable; no Aegis lifecycle injection |
| DeepSeek Harness direct-child compatibility | `native-direct-skill` | Explicit or host-native matching; no bundle lifecycle injection |

### L3 Router Entry

Question:

- Does `using-aegis` enter the decision path when it should?

Evidence:

- explicit call to `aegis:using-aegis`
- host transcript showing `using-aegis` was loaded
- global user rule / bootstrap prompt presence

Failure owner:

- global rule, bootstrap context, host startup injection, or skill discovery

### L4 Skill Routing

Question:

- Given the user task, does the router select the expected skill?

Evidence:

- trigger-health fixture matrix
- explicit skill request comparison
- skill description boundary review
- a non-trivial task with an existing glossary routes to its task owner without
  loading active domain modeling
- a resolved semantic change composes `establishing-project-context`

Failure owner:

- skill description trigger wording, skill boundary overlap, or routing order

### L5 Execution Depth

Question:

- If the right skill loaded, did it execute deeply enough?

Evidence:

- required output markers, quality gates, and hard-signal fields
- stateful samples where locally green checkpoint state is read before a
  differently named but convergent repair candidate
- scenario transcript analysis
- filesystem-state samples for lazy creation, fact updates, unresolved
  decisions, no-delta byte stability, and bounded-context selection
- downstream plan/debug/review output reuses the canonical term

Failure owner:

- skill body, quality gate, stop condition, or verification requirement

### L6 Context Pressure And Re-entry

Question:

- After a long session, heavy tool output, resume, or context compaction, does
  the agent re-enter Aegis routing before continuing non-trivial work?

Evidence:

- transcript shows a compact re-entry check after compaction or resume
- explicit call to `aegis:using-aegis` restores the expected route
- trigger-health fixture comparing clean context with context-pressure prompts

Failure owner:

- re-entry cue, host compaction boundary, or manual explicit invocation path

Re-entry rule:

- Do not assume the original startup route is still active under context
  pressure. Re-check: current task type, relevant Aegis skill, baseline/plan or
  debugging gate, and verification gate.
- If a task-specific skill applies, load it before continuing. If not, state the
  fast-path reason and continue.

### L7 False Positive Control

Question:

- Is Aegis triggering on simple tasks that should stay on the fast path?

Evidence:

- negative trigger-health samples
- compact `using-aegis` hot-path budget

Failure owner:

- overbroad description, overbroad global rule, or too-heavy hot path

---

## 4. Representative Trigger Matrix

Trigger health uses stable, representative prompts rather than ad hoc feelings.
workflow-quality samples extend this matrix with expected output shape,
workspace policy, artifact policy, and evidence freshness checks.

Minimum samples:

| Sample | Expected Primary Skill | Allowed Secondary Skill | Must Not Do |
| --- | --- | --- | --- |
| Quick shared-module bug fix | `systematic-debugging` | `verification-before-completion` | Jump straight to code |
| Failing test diagnosis | `systematic-debugging` | `test-driven-development` | Modify tests before locating owner |
| New ambiguous feature | `brainstorming` | `writing-plans` | Start implementation immediately |
| Explicit Aegis goal | `goal-framing` | `using-aegis`, `systematic-debugging` | Force full workflow or create workspace records by default |
| Approved implementation plan | `writing-plans` or `executing-plans` | `test-driven-development` | Re-design without cause |
| `TDD Mode = off` on a native-direct-skill host | `writing-plans`, `systematic-debugging`, or none | `verification-before-completion` | Infer strict TDD from risky wording alone |
| Release or completion claim | `verification-before-completion` | `requesting-code-review` | Claim completion without evidence |
| Repeated fixes / fallback growth | `systematic-debugging` | `first-principles-review` | Add another local patch |
| Post-compaction bug continuation | `using-aegis` | `systematic-debugging`, `verification-before-completion` | Continue without re-entry |
| Existing glossary during approved planning | `writing-plans` | `using-aegis` | Load active modeling or ignore the canonical term |
| Resolved project term | `establishing-project-context` | task-owning workflow | Ask preliminary consent or defer an already-decided fact |
| Simple factual Q&A | none or `using-aegis` only | none | Force full workflow |
| Tiny wording edit | none or fast path | none | Create project workspace records |
| Tiny edit with an existing glossary | none or fast path | none | Read/write context or emit context ceremony |
| Simple task under `activation_mode = "explicit"` on a native-direct-skill host (Codex) | none (fast path) | `using-aegis` only when explicitly invoked | Load doc/checklist skills by host semantic match; force full workflow |

The matrix checks both false negatives and false positives.

The `explicit`-mode row above is a reverse sample verified on a real
native-direct-skill host (Codex v0.146.0, 2026-08-06): with activation mode
`explicit`, a trivial task stays on the fast path, while a task whose wording
matches a doc/checklist skill description still gets loaded by the host
matcher. The method pack handles this at the skill execution layer through the
`EXPLICIT-MODE-GATE` in doc/checklist workflows, which fast-exits when
activation mode is `explicit` and the user did not explicitly invoke Aegis or
the skill by name. The sample is now locked in
`tests/e2e/fixtures/trigger-health-matrix.json` as `explicit-mode-simple-task`.

---

## 4a. Host Trigger Families

For trigger diagnosis and install-strategy reasoning, hosts may be grouped into
small trigger families:

- `hook-bootstrap`: auto-entry depends mainly on startup bootstrap injection
- `native-direct-skill`: auto-entry depends mainly on host-native skill
  discovery and matcher behavior
- `provider-hybrid`: a host may wrap another agent family but expose a
  different discovery surface

These families are a diagnostic aid, not a new authority layer. They do **not**
replace host-specific install guides as the canonical source for a concrete
host's install root, reload behavior, or discovery roots.

When family reasoning and a host-specific guide differ, follow the host-specific
guide and update the family wording later if needed.

---

## 5. Root Improvements For Automatic Invocation

The stable path is not to make every entry point louder. It is to keep each
owner narrow:

1. Keep `using-aegis` compact and route-only.
2. Keep skill descriptions trigger-oriented; do not summarize workflow in
   descriptions.
3. Keep detailed rules inside the owning skill body.
4. Add representative trigger-health fixtures before changing descriptions.
5. When a trigger fails, classify the failed layer before editing.
6. Prefer better boundary wording over broad keyword stuffing.
7. Preserve explicit invocation as the override path.
8. Keep simple tasks cheap so users do not disable Aegis due to over-triggering.
9. Under context pressure or after compaction/resume, run a compact re-entry
   check instead of assuming the initial route still holds.
10. When a host needs a compatibility exposure shape, keep the canonical
    source of truth in the method-pack `skills/` tree and treat any additional
    exposure as a generated view, not a second editable skill owner.

---

## 6. Failure Report Shape

When trigger health fails, report:

```text
TriggerHealthLayer:
ObservedPrompt:
ExpectedSkill:
ActualSkill:
FailureType: install | discovery | activation | router-entry | routing | depth | context-pressure | false-positive
CanonicalOwner:
SmallestFix:
Verification:
```

If the failed layer is unknown, do not change skill text yet. First collect
install, discovery, activation, and explicit invocation evidence.

---

## 7. Boundary

Trigger health is advisory method-pack verification. It can show whether the
method-pack routing surface is likely healthy. It does not grant authoritative
runtime decisions, final gate decisions, or completion authority.