fork-fleet
GitHub监控Fork分叉差异,分析代码(唯一提交、技能变更)和配置(启用/模型等默认值分歧),识别上游应合并的独特工作或需调整的默认设置,仅在发生实质变更时输出结果。
Trigger Scenarios
Install
npx skills add aeonfun/aeon --skill fork-fleet -g -y
SKILL.md
Frontmatter
{
"var": "",
"cron": "0 10 * * 1",
"name": "fork-fleet",
"tags": [
"dev",
"meta"
],
"type": "Skill",
"category": "core",
"description": "Fork divergence monitor - tracks where the fleet's active forks diverge in CODE (unique commits, new\/modified skills) and CONFIG (enable\/var\/model\/schedule vs upstream), gated on real change."
}
${var} — Divergence scope selector; space-separated tokens, order-independent, all optional:
- scope (
code|config|both, defaultboth) — which divergence dimension to run.repo=owner/name— override the parent repo whose forks are scanned (else auto-resolved).fork=owner/name— drill into a single fork (forcescodescope; config math needs a fleet).Empty ⇒ both dimensions over the auto-resolved parent. Examples: `` (both, all forks) ·
code·config·config repo=octo/aeon·fork=alice/aeon.
Today is ${today}. This is the fleet's divergence monitor. It answers two questions the popularity/liveness skills don't:
- Code divergence — which active forks are building real work (unique commits, new/modified skills) that's worth pulling back upstream?
- Config divergence — where does the configured fleet systematically disagree with upstream's
enabled/var/model/scheduledefaults, so the operator can flip a default the fleet has already voted on?
skill-gap ranks what's popular (top 15 by enabled count). This skill's code branch surfaces per-fork unique work; its config branch surfaces where operators disagree with defaults. If 6 of 8 configured forks enable a skill upstream defaults off, upstream is shipping the wrong default; if 5 of 8 disable a skill upstream defaults on, that skill is noise. Both are peer-learning signals.
Operating principles
- Verdict first, catalog second. The operator reads one line and knows if action is needed.
- Silent when nothing changed. Weekly cadence + a dormant/undivergent fleet = a read-once habit to kill. A clean run notifies nothing.
- Per-fork compare is one call, not three.
/compare/{owner}:main...{fork_owner}:mainreturns ahead/behind/unique commits/files in a single round-trip; the recursive git-tree returns the fork's whole file list in one call. - Substance ≠ noise. A new
skills/*/SKILL.mdis worth 100 cron-time edits inaeon.yml. Score accordingly. On the config side, an untouched template fork is not a "vote" — exclude it from divergence math.
Shared setup (all scopes)
S0. Bootstrap + load state
mkdir -p memory/topics
[ -f memory/instances.json ] || echo '{}' > memory/instances.json
[ -f memory/topics/fork-fleet-state.json ] || echo '{"forks":{},"last_run":null}' > memory/topics/fork-fleet-state.json
[ -f memory/topics/fork-digest-state.json ] || echo '{"last_run":null}' > memory/topics/fork-digest-state.json
Read memory/MEMORY.md for high-level context and scan the last ~3 days of memory/logs/ — drop anything already reported so a weekly signal isn't re-sent.
- Read
memory/instances.json→ the set of repofull_names that are managed instances (tagged separately from organic community forks in the report). - Read
memory/topics/fork-fleet-state.json→ prior run's per-fork{pushed_at, ahead_by, default_branch, new_skill_count}keyed byfull_name. Used for the code what-changed delta. - Read
memory/topics/fork-digest-state.json→ prior config-divergence snapshot (schema in step B8). Used for the config week-over-week delta.
S1. Parse the scope selector
Parse ${var} into tokens:
SCOPE=code,config, orboth(defaultbothif no scope keyword present).REPO_OVERRIDE= value of arepo=owner/nametoken, if any.SINGLE_FORK= value of afork=owner/nametoken, if any. IfSINGLE_FORKis set, forceSCOPE=code(single-fork config divergence is meaningless — the config math needs a fleet of ≥2 configured forks).
S2. Resolve the parent/target repo
Resolve PARENT_REPO in priority order:
REPO_OVERRIDEif therepo=token was given.- Else auto-resolve from this running instance:
PARENT_REPO=$(gh api repos/$(gh repo view --json nameWithOwner -q .nameWithOwner) --jq '.parent.full_name // .full_name') - Else fall back to the first non-comment, non-empty line of
memory/watched-repos.md.
If none resolves, write status FORK_DIVERGENCE_NO_TARGET to memory/logs/${today}.md and stop (no notification).
PARENT_NAME="${PARENT_REPO##*/}"
PARENT_OWNER="${PARENT_REPO%%/*}"
PARENT_DEFAULT_BRANCH=$(gh api "repos/${PARENT_REPO}" --jq '.default_branch')
S3. List + classify forks (single call, shared by both branches)
One paginated listing — includes default_branch, archived, disabled, pushed_at, stars, description:
gh api "repos/${PARENT_REPO}/forks" --paginate \
--jq '[.[] | {full_name, owner: .owner.login, default_branch, pushed_at, pushed_at_epoch: (.pushed_at | fromdateiso8601), stargazers_count, open_issues_count, archived, disabled, description}]'
Skip archived=true or disabled=true. Retain the rest as the total fork population (N_TOTAL). Classify by activity window:
- Active =
pushed_atwithin last 30 days. - Stale = 30–365 days.
- Dormant = >365 days or never pushed after creation.
The Active set (pushed in the last 30 days) is the shared working set for both branches — this matches the config branch's original 30-day cutoff exactly.
- If
SINGLE_FORKis set: filter to that one fork, treat it as active, and skip the classification math. - If zero active forks (and
SINGLE_FORKunset): both branches short-circuit. If there is also no code-side state change (no new forks, none flipped active↔stale vs priorfork-fleet-state.json), write statusFORK_DIVERGENCE_QUIETto the log, update the state files'last_run, send no notification, and stop.
Cap active-fork deep processing at 50 per run — if more, rank by pushed_at_epoch desc and trim (log truncated_at=50).
Now dispatch: run Branch A if SCOPE ∈ {code, both}, Branch B if SCOPE ∈ {config, both}.
Branch A — Code divergence (runs when SCOPE ∈ {code, both})
A1. Per-fork compare (one call each)
For each active fork, call cross-repo compare using the fork's own default_branch and full_name (absorbs any repo-rename drift):
gh api "repos/${PARENT_REPO}/compare/${PARENT_OWNER}:${PARENT_DEFAULT_BRANCH}...${FORK_OWNER}:${FORK_DEFAULT_BRANCH}" \
--jq '{ahead_by, behind_by, status, files: [.files[]? | {filename, status, additions, deletions}], commits: [.commits[]? | {sha: .sha[0:7], msg: .commit.message | split("\n")[0], author: .commit.author.name, date: .commit.author.date}]}'
On 404 (branch missing / fork emptied): mark fork UNREADABLE and continue.
On 429: sleep 60s, retry once. On 5xx: sleep 10s, retry once. On persistent fail: mark API_FAIL for that fork.
Cross-repo compare returns unique fork commits (commits) and changed files (up to 300) in one shot — no separate /commits calls needed.
A2. Classify divergence signals per fork
From the files array, tag each fork:
- New skills: files with
status=addedunderskills/*/SKILL.md - Modified skills:
status=modifiedunderskills/*/SKILL.md - Custom schedule: any change to
aeon.yml - Modified dashboard: any change under
apps/dashboard/ - Custom notify: change to
notifyornotify-jsonrender - New content: additions under
output/articles/ormemory/topics/ - Config changes: changes to
CLAUDE.md,.github/,bin/, or rootscripts/ - Workflow changes: changes under
.github/workflows/
A3. Score each fork (substance-weighted)
score = 10 × (new skill files)
+ 4 × (modified skill files)
+ 2 × min(unique_commits, 15)
+ 3 × (new content files, capped at 5)
+ 2 × (workflow/config files, capped at 3)
+ 1 × (custom-schedule flag)
+ 1 × stargazers
Sort active forks by score descending. Flag any fork with ≥1 new skill file as a PROMOTE candidate; ≥3 unique commits OR ≥1 modified skill as REVIEW; otherwise NOTE.
A4. Deep-read top upstream candidates
For every PROMOTE fork (capped at 5), fetch each unique skill's SKILL.md from the fork's default branch:
gh api "repos/${FORK_FULL_NAME}/contents/${SKILL_PATH}?ref=${FORK_DEFAULT_BRANCH}" --jq '.content' | base64 -d
On failure fall back to the file-tree listing and note "could not read content". Synthesize each unique skill into a 1–2 sentence description of what it does. Do not deep-read REVIEW or NOTE forks (output stays actionable).
A5. Compute week-over-week delta (code)
Compare the current active-fork set to prior fork-fleet-state.json:
- NEW_FORK: full_name absent from prior state
- NEW_ACTIVE: was stale/dormant, now active
- WENT_STALE: was active, now stale/dormant
- NEW_SKILLS: active in both snapshots,
new_skill_countincreased - GONE: archived / deleted since prior run
A6. Pick the code verdict
One line. Priority order:
NEW UPSTREAM CANDIDATE: {fork}— if ≥1 PROMOTE fork has ≥1 new skill not present in prior stateACTIVE FLEET: {N} forks building— if ≥3 PROMOTE+REVIEW combinedFLEET STIRRING: {N} new active— if ≥2 NEW_FORK or NEW_ACTIVEHOLDING PATTERN: {N} active, no new work— active forks present but nothing crossed REVIEWDORMANT: no active forks— shouldn't reach notify (S3 gates it); included for the log-only path
A7. Build the code-divergence article part
Assemble this block (it becomes Part 1 of the combined article in the final section):
## What changed this week
- **New forks**: [list or "none"]
- **Went active**: [list or "none"]
- **New skills landed**: [fork → skill names, or "none"]
- **Went stale**: [list or "none"]
- **Archived/deleted**: [list or "none"]
(Omit the entire section if every bucket is empty.)
## PROMOTE — upstream contribution candidates
### {fork_full_name} — score N [MANAGED | COMMUNITY]
**Activity:** last pushed YYYY-MM-DD · stars N · +N/-M commits vs upstream
**Unique skills:**
- `skills/foo/SKILL.md` — {one-line synthesis of what it does, from deep-read}
- `skills/bar/SKILL.md` — {synthesis}
**Why promote:** {1–2 sentence take — what this skill does that upstream lacks, and whether it's generalizable}
**Suggested action:** Open a PR cherry-picking `skills/foo/` (or reach out to {owner} to upstream themselves).
(Repeat for each PROMOTE fork, capped at 5. If PROMOTE is empty: "No upstream candidates this week.")
## REVIEW — worth a look
| Fork | Score | Ahead | New/Modified | Notable |
|------|-------|-------|--------------|---------|
| owner/repo | N | +N/-M | 0/2 | dashboard rewrite, custom notify |
(Omit if empty.)
## NOTE — low divergence
Terse one-liner per fork: `owner/repo (+N/-M, schedule tweak only)`. Collapse into a count if >5 entries. Omit if empty.
## Fleet vs community
| Category | Count |
|----------|-------|
| Managed instances | N |
| Community forks | N |
| Stale (30-365d) | N |
| Dormant (>365d) | N |
## Code source status
`forks_list=ok|fail · compare_ok=N/M · deep_read=N/M · rate_limit_retries=N · unreadable=N`
If PROMOTE has >5 forks, keep only the top 5 by score; list the rest in REVIEW.
A8. Update code state
Write memory/topics/fork-fleet-state.json:
{
"last_run": "${today}",
"last_status": "FORK_FLEET_OK",
"parent_repo": "owner/repo",
"forks": {
"owner/repo": {
"pushed_at": "YYYY-MM-DD...",
"default_branch": "main",
"ahead_by": N,
"behind_by": N,
"new_skill_count": N,
"score": N,
"tier": "PROMOTE|REVIEW|NOTE|UNREADABLE|API_FAIL",
"unique_skills": ["skills/foo/SKILL.md", "..."]
}
}
}
A9. Set the code branch status
| Status | Meaning |
|---|---|
FORK_FLEET_OK |
Active forks present AND (PROMOTE/REVIEW non-empty OR delta non-empty) → contributes a notify signal |
FORK_FLEET_NO_CHANGE |
Active forks exist but nothing crossed REVIEW and delta is empty → log only |
FORK_FLEET_QUIET |
Zero active forks and no state change → log only |
FORK_FLEET_API_FAIL |
Fork listing failed or >50% of compares failed → error signal |
Branch B — Config divergence (runs when SCOPE ∈ {config, both})
B1. Snapshot upstream defaults
Read this running instance's local aeon.yml once. Build (these are baselines — never mutated):
UPSTREAM_DEFAULTS: dict{skill_name -> {enabled: bool, model: str|null, var: str, schedule: str|null}}for every skill entry underskills:.UPSTREAM_SKILLS: set of skill directory names fromskills/(usels skills/).UPSTREAM_TAGS: dict{skill_name -> [tags]}parsed from eachskills/<name>/SKILL.mdfrontmatter (best-effort; missing frontmatter →[]).
B2. Per-fork enumeration (one tree call + one yml fetch each)
Operate over the active-fork set from shared step S3 (already filtered to forks pushed in the last 30 days — the config branch's original cutoff). For each active fork, run one recursive git-tree call to enumerate files (cheaper than per-path contents):
gh api "repos/${FORK_FULL}/git/trees/HEAD?recursive=1" --jq '[.tree[] | select(.type == "blob") | .path]'
Then fetch the fork's aeon.yml only if the tree contains it:
gh api "repos/${FORK_FULL}/contents/aeon.yml?ref=${FORK_DEFAULT_BRANCH}" --jq '.content' | base64 -d
Error handling:
- 404 / 409 (empty repo): mark
status: "no_tree", skip aeon.yml extraction, continue. - 403 with
X-RateLimit-Remaining: 0: sleep 60s, retry once. If still failing, markstatus: "rate_limited"and continue. - Tree contains aeon.yml but the contents call 404s: mark
status: "yml_unreadable", continue. - aeon.yml present but YAML parse fails: mark
status: "yml_invalid", continue.
For each readable aeon.yml, extract per-skill {enabled, model, var, schedule}. Treat missing keys as inheriting the upstream default (do not count those as overrides).
Detect fork-only skills: directory names matching skills/<name>/SKILL.md in the fork's tree where <name> is NOT in UPSTREAM_SKILLS. Record {fork_full_name, skill_name, path} for each.
B3. Tier each fork
Compute a divergence signal vector vs UPSTREAM_DEFAULTS:
enabled_diff: count of skills where the fork'senableddiffers from upstreamvar_overrides: count of skills with non-emptyvar:where upstream's was empty (or a different non-empty value)model_overrides: count of skills withmodel:differing from upstreamschedule_overrides: count of skills withschedule:differing from upstreamfork_only_skill_count: count from step B2
Tier the fork:
- CONFIGURED: any signal ≥1 (the fork actively diverged)
- TEMPLATE: aeon.yml readable but every signal is 0 — excluded from divergence math
- UNREADABLE: no_tree / no aeon.yml / yml_unreadable / yml_invalid / rate_limited — tracked in the source-status footer
Let N_CONFIGURED = count of forks tiered CONFIGURED. If N_CONFIGURED < 2: the config branch cannot produce meaningful divergence math. Set config status FORK_SKILL_DIGEST_TEMPLATE_FLEET, record active/template/unreadable counts, emit a stub Part 2 noting the conversion rate, and contribute no config notify signal. Skip steps B4–B6.
B4. Aggregate divergence (the core config analysis)
For each skill name in UPSTREAM_SKILLS, compute four dimensions:
Enable divergence:
forks_enabled_count: number of CONFIGURED forks withenabled: truefor this skillforks_disabled_count: number of CONFIGURED forks withenabled: false(explicitly set, not inherited)upstream_enabled: bool from UPSTREAM_DEFAULTSdivergence_pct:- If upstream
enabled: false:forks_enabled_count / N_CONFIGURED(how many disagree by enabling) - If upstream
enabled: true:forks_disabled_count / N_CONFIGURED(how many disagree by disabling)
- If upstream
direction:"ENABLE_UPWARD"(upstream off, forks turn on) or"DISABLE_DOWNWARD"(upstream on, forks turn off)
Var divergence:
var_override_count: number of CONFIGURED forks wherevar:differs from upstreamtop_var_value: most common non-empty fork value (with count) — only if ≥2 forks share it
Model divergence:
model_override_count: number of forks with non-null model differing from upstreamtop_model_value: most common fork model (with count) — only if ≥2 forks share it (signals fleet consensus on a cheaper/different model)
Schedule divergence:
schedule_override_count: number of forks with schedule differing from upstreamtop_schedule_value: most common fork schedule (with count) — only if ≥2 forks share it
B5. Categorize divergent skills
Classify each skill into at most one bucket (first match wins, in this order):
- DEFAULT_FLIP_ENABLE:
direction == "ENABLE_UPWARD"ANDdivergence_pct >= 0.50AND skill is notworkflow_dispatchAND skill not taggedmeta/dev. Recommend: flip upstream default toenabled: true. - DEFAULT_FLIP_DISABLE:
direction == "DISABLE_DOWNWARD"ANDdivergence_pct >= 0.50. Recommend: flip upstream default toenabled: false(the fleet is voting it as noise). - MODEL_CONSENSUS:
top_model_valuenon-null AND its count>= max(2, ceil(N_CONFIGURED * 0.40)). Recommend: match the fleet's model in upstream. - VAR_HOTSPOT:
var_override_count >= max(2, ceil(N_CONFIGURED * 0.30))ANDtop_var_valuenon-null. Recommend: surface the common var value in upstream docs or as the default. - EMERGING:
direction == "ENABLE_UPWARD"AND0.25 <= divergence_pct < 0.50AND not already in a flip bucket. Surface as a watchlist — fleet sentiment building but not yet majority. - (otherwise: not categorized; appears only in the appendix divergence table if any signal is non-zero)
Skills with all-zero divergence are omitted.
B6. Per-fork customization fingerprint
For each CONFIGURED fork:
total_overrides:enabled_diff + var_overrides + model_overrides + schedule_overrides + fork_only_skill_countcategory_lean: dict{tag -> count_of_enabled_skills_with_that_tag}(using UPSTREAM_TAGS for upstream skills the fork enables; fork-only skills counted under tag"fork-only")dominant_category: tag with max count, or"mixed"if no tag holds >40% of total enabled count
Rank forks by total_overrides desc. Top 5 = "heaviest customizers" — surface with dominant category and a one-line synthesis (e.g. "owner/aeon — content-heavy: 14 article/digest skills enabled, 3 model overrides to claude-sonnet-4-6"). The fingerprint is descriptive only — never recommend changes to individual forks.
B7. Config week-over-week delta
Read the prior memory/topics/fork-digest-state.json snapshot (schema in B8). If it exists and last_run is within the last 14 days, compute:
- NEW_FLIP: skills now in DEFAULT_FLIP_* that weren't last run
- STRENGTHENED: skills that moved EMERGING → DEFAULT_FLIP_ENABLE
- FADED: skills that left a flip bucket since last run
- NEW_FORK_ONLY: fork-only skills not present last run
- NEW_HEAVY_CUSTOMIZER: forks now in the top-5 fingerprint that weren't before
If the file is missing or stale (>14 days), set all deltas to "first divergence snapshot".
B8. Pick the config verdict + persist snapshot
Config verdict line, strongest single claim first:
- Any
DEFAULT_FLIP_ENABLE:"${N} forks enable ${skill} (upstream defaults off) — flip the default" - Else any
DEFAULT_FLIP_DISABLE:"${N} forks disable ${skill} (upstream defaults on) — fleet is voting it as noise" - Else any
MODEL_CONSENSUS:"${N} forks override ${skill} → ${model} — match upstream" - Else any
NEW_FORK_ONLYfrom delta:"${fork_owner} shipped ${skill} — not in upstream" - Else any
EMERGING:"${skill} adoption building (${pct}% of configured) — watchlist" - Else:
"${N_CONFIGURED} configured forks; no divergence pattern crossed flip threshold"
Persist memory/topics/fork-digest-state.json (overwrite each run — the JSON is the delta contract; do NOT parse last week's article):
{
"last_run": "${today}",
"target_repo": "${PARENT_REPO}",
"n_active": N_ACTIVE,
"n_configured": N_CONFIGURED,
"n_template": N_TEMPLATE,
"n_unreadable": N_UNREADABLE,
"buckets": {
"DEFAULT_FLIP_ENABLE": [{"skill": "name", "forks": N, "pct": 0.NN}],
"DEFAULT_FLIP_DISABLE": [{"skill": "name", "forks": N, "pct": 0.NN}],
"MODEL_CONSENSUS": [{"skill": "name", "model": "value", "forks": N}],
"VAR_HOTSPOT": [{"skill": "name", "var": "value", "forks": N}],
"EMERGING": [{"skill": "name", "pct": 0.NN}]
},
"fork_only_skills": [{"fork": "owner/repo", "skill": "name"}],
"fingerprints": [{"fork": "owner/repo", "total_overrides": N, "dominant_category": "tag"}]
}
B9. Build the config-divergence article part
Assemble this block (it becomes Part 2 of the combined article):
*Scanned ${N_ACTIVE} active forks of ${PARENT_REPO} (pushed in last 30 days). ${N_CONFIGURED} are configured (aeon.yml diverges from upstream defaults). Divergence scored against the configured ${N_CONFIGURED}.*
## Default-flip candidates
### Enable upward (upstream off → fleet enables)
| Skill | Forks enabled | % of configured | Δ vs last week |
|-------|---------------|-----------------|----------------|
| name | N | XX% | NEW / STRENGTHENED / — |
(Only DEFAULT_FLIP_ENABLE. If empty: "No skills crossed the 50% enable-upward threshold this week.")
### Disable downward (upstream on → fleet disables)
| Skill | Forks disabled | % of configured | Δ vs last week |
|-------|----------------|-----------------|----------------|
| name | N | XX% | NEW / — |
(Only DEFAULT_FLIP_DISABLE. If empty: "No skills crossed the 50% disable-downward threshold.")
## Fleet consensus on alternative settings
### Model overrides
${MODEL_CONSENSUS entries: "skill X — N forks → claude-sonnet-4-6 (40% of configured)" OR "none this week"}
### Var hotspots
${VAR_HOTSPOT entries: "skill X — N forks set var to '${value}'" OR "none this week"}
### Schedule overrides
${skills where ≥2 forks share an alternative schedule, with the schedule string OR "none this week"}
## Watchlist (emerging — 25–49% adoption)
${EMERGING skills with adoption % OR "none this week"}
## Heaviest customizers (top 5)
| Fork | Total overrides | Dominant category | Notes |
|------|-----------------|-------------------|-------|
| owner/repo | N | content / dev / meta / fork-only / mixed | one-line synthesis |
## Fork-only skills
${list of {fork, skill_name} pairs OR "none this week"}
(These skills exist as `skills/<name>/SKILL.md` in a fork but not in upstream — fork experiments worth reviewing for upstreaming.)
## Config week-over-week
${"First divergence snapshot — no comparison" OR list of NEW_FLIP / STRENGTHENED / FADED / NEW_FORK_ONLY / NEW_HEAVY_CUSTOMIZER}
## Fleet composition (config tiers)
| Tier | Count | % |
|------|-------|---|
| Configured | N_CONFIGURED | XX% |
| Template (untouched aeon.yml) | N_TEMPLATE | XX% |
| Unreadable | N_UNREADABLE | XX% |
| **Total active** | N_ACTIVE | 100% |
## Config source status
- Trees fetched: N_TREES_OK / N_ACTIVE
- aeon.yml readable: (N_CONFIGURED + N_TEMPLATE) / N_ACTIVE
- YAML parse failures: N_YML_INVALID
- Rate-limited: N_RATE_LIMITED
- Fork-only skills inspected: N_FORK_ONLY_FILES
## Appendix — full divergence table
(Every skill with ≥1 non-zero divergence signal, sorted by total override count desc. Columns: skill, enable_diff, var_overrides, model_overrides, schedule_overrides. Cap at 30 rows; if more, append "+ N more skills with low-signal divergence".)
Config branch status
| Status | Meaning |
|---|---|
FORK_SKILL_DIGEST_OK |
≥2 configured forks AND ≥1 flip/consensus/new-fork-only signal → contributes a notify signal |
FORK_SKILL_DIGEST_QUIET |
≥2 configured forks but no signal crossed thresholds → log only |
FORK_SKILL_DIGEST_TEMPLATE_FLEET |
<2 configured forks (mostly templates) → log only |
FORK_SKILL_DIGEST_NO_FORKS |
Zero active forks → log only |
Assemble the report (all scopes)
R1. Write the combined article
To output/articles/fork-divergence-${today}.md. Header first, then whichever parts ran:
# Fork Divergence — ${today}
**Verdict:** {lead with the stronger of the two sub-verdicts — a code PROMOTE/NEW-UPSTREAM-CANDIDATE outranks a config flip only if it's a genuinely new skill; otherwise a DEFAULT_FLIP leads. Use judgment; one line.}
- **Code divergence:** {code verdict from A6, or "not run (scope=config)"}
- **Config divergence:** {config verdict from B8, or "not run (scope=code)"}
Fleet: N_TOTAL total forks · N_ACTIVE active · N_MANAGED managed instances · N_COMMUNITY community.
---
# Part 1 — Code divergence
{Branch A article part from A7; omit this whole part if SCOPE=config}
---
# Part 2 — Config divergence
{Branch B article part from B9; omit this whole part if SCOPE=code}
---
*Source: GitHub API — forks of ${PARENT_REPO}. Code divergence = per-fork unique commits/skills vs upstream. Config divergence = where configured forks' aeon.yml disagrees with upstream `enabled`/`var`/`model`/`schedule`; untouched templates are excluded from the config math. Companion to `skill-gap` (popularity).*
Cap the article at ~700 lines total (≈500 for code sections when both parts run). When only one branch ran, drop the other Part heading and the missing sub-verdict line.
R2. Notify — gated
Read soul/ (if present) to match the operator's voice. Skip notify entirely when neither branch produced a signal, i.e. when:
- code status ∈ {
FORK_FLEET_NO_CHANGE,FORK_FLEET_QUIET} (or code didn't run), AND - config status ∈ {
FORK_SKILL_DIGEST_QUIET,FORK_SKILL_DIGEST_TEMPLATE_FLEET,FORK_SKILL_DIGEST_NO_FORKS} (or config didn't run).
If either branch hit FORK_FLEET_API_FAIL, send an error notify (--severity warn) noting the failure and source status.
Otherwise send one combined message via ./notify (include only the sub-blocks whose branch produced signal; keep it tight):
*Fork Divergence — ${today}*
{combined verdict line}
Fleet: N_ACTIVE active / N_TOTAL total. {1 sentence on shape — "mostly managed instances", "community picking up", "template-heavy", etc.}
{If code PROMOTE non-empty:}
Upstream candidate: {top PROMOTE fork}
{2 sentences: what they built, why it's worth merging back}
{If code delta has NEW_SKILLS:}
New skills landed this week:
- {fork} → `skills/foo/SKILL.md` — {synthesis}
{If DEFAULT_FLIP_ENABLE non-empty (top 3):}
Flip enable (upstream off → fleet on):
- {skill} — {N} forks ({pct}%)
{If DEFAULT_FLIP_DISABLE non-empty (top 3):}
Flip disable (upstream on → fleet off):
- {skill} — {N} forks ({pct}%)
{If MODEL_CONSENSUS non-empty (top 2):}
Model consensus:
- {skill} → {model} ({N} forks)
{If config delta NEW_FORK_ONLY non-empty:}
New fork-only skills: {comma-separated owner/skill, capped at 3}
Full report: https://github.com/${GITHUB_REPOSITORY}/blob/main/output/articles/fork-divergence-${today}.md
Use $GITHUB_REPOSITORY for the URL (the article lives in this running instance's repo, not the target repo).
R3. Log
Append to memory/logs/${today}.md under one heading. Include a discriminator line naming the scope that ran, then only the sub-blocks for branches that ran:
### fork-fleet
- Scope: {both | code | config} · Combined status: {FORK_DIVERGENCE_OK | NO_CHANGE | QUIET | NO_TARGET | API_FAIL}
- Verdict: {combined verdict line}
- Fleet: N_ACTIVE active / N_TOTAL total (N_MANAGED managed, N_COMMUNITY community)
[code] (only if Branch A ran)
- Code status: {FORK_FLEET_OK | NO_CHANGE | QUIET | API_FAIL}
- PROMOTE: N forks (list), REVIEW: N, NOTE: N
- Code delta: {new_forks:N, new_active:N, new_skills:N, went_stale:N}
- Code source: forks_list=ok|fail · compare_ok=N/M · deep_read=N/M · unreadable=N
[config] (only if Branch B ran)
- Config status: {FORK_SKILL_DIGEST_OK | QUIET | TEMPLATE_FLEET | NO_FORKS}
- Configured: N (XX% conversion) · Template: N · Unreadable: N
- DEFAULT_FLIP_ENABLE: N · DEFAULT_FLIP_DISABLE: N · MODEL_CONSENSUS: N · VAR_HOTSPOT: N · EMERGING: N
- Fork-only skills: N · Heaviest customizer: {fork} ({N} overrides)
- Article: output/articles/fork-divergence-${today}.md
- Notification sent: yes/no
Exit taxonomy (combined)
The combined status rolls up the per-branch statuses (kept verbatim in A9 / B-status above):
| Combined status | Rolls up when | Notify? |
|---|---|---|
FORK_DIVERGENCE_OK |
code = FORK_FLEET_OK OR config = FORK_SKILL_DIGEST_OK |
Yes |
FORK_DIVERGENCE_NO_CHANGE |
both branches ran but neither reached OK (all NO_CHANGE/QUIET/TEMPLATE_FLEET/NO_FORKS) |
No (log only) |
FORK_DIVERGENCE_QUIET |
zero active forks and no code-side state change (S3 short-circuit) | No (log only) |
FORK_DIVERGENCE_NO_TARGET |
no parent/target repo resolved (S2) | No (log only) |
FORK_DIVERGENCE_API_FAIL |
fork listing failed, or >50% of a branch's compares/trees failed | Yes (error notify) |
Constraints
- Cross-repo compare accepts up to 300 files per response; if a fork exceeds this, note
files_truncated=truefor it and proceed. - Cap active-fork deep processing at 50 per run (S3) — rank by
pushed_at_epochdesc and trim, loggingtruncated_at=50. - Never deep-read content from a fork with
archived=true, or when the SKILL.md path is absent from the comparefileslist (cheapest sanity check). - Never invent a PROMOTE candidate — a fork with zero new skill files is at most REVIEW.
- Config math needs a denominator: never send a config signal when
N_CONFIGURED < 2— the divergence percentages are meaningless without a configured base. - Skills tagged
metaordevare excluded fromDEFAULT_FLIP_ENABLE(operator tools — fork adoption isn't the success metric). They can still appear in MODEL_CONSENSUS, VAR_HOTSPOT, and the appendix. - Skills with
schedule: "workflow_dispatch"are excluded from both flip buckets (on-demand by design — adoption % is misleading). heartbeatis excluded fromDEFAULT_FLIP_DISABLE(every fork inheriting upstream'senabled: truewould game the disable count if any fork explicitly disables it to stay quiet).- The per-fork fingerprint is descriptive only — only aggregate signals drive recommendations.
- Silent runs are correct, not failures. This skill is the divergence companion to
skill-gap(popularity); avoid duplicating its headline metrics — focus on the code + config divergence patterns it doesn't surface.
Network note
Every GitHub call uses gh api, which authenticates via GITHUB_TOKEN automatically — no curl, no $SECRET on the command line (so nothing for the Bash permission layer to refuse), no secrets beyond the default GITHUB_TOKEN. Retry policy: on 429/5xx (compare) back off per step A1; on 403 with X-RateLimit-Remaining: 0 (tree/contents) sleep 60s and retry once, then mark that fork rate_limited and proceed with a partial fleet (the verdict and source-status footers surface the gap). If the initial /forks listing fails after retry, combined status = FORK_DIVERGENCE_API_FAIL with forks_list=fail.
Version History
- d96f176 Current 2026-07-19 14:09
- fb16753 2026-07-05 12:06


