Knowledge resilience report
Fragile Resilience 58/100 · F · team profile
.clinerules
cli
locales
Business implication An unexpected departure of the top contributor would orphan 759 critical files and likely slow feature delivery by 3–5 weeks while the team learns the surface.
Pair Saoud Rizwan (saoudrizwan@github) on 'cli' — bus factor 1 across 143 files
Resilience is **Fragile** (58/100). Weakest dimension: ownership concentration (F).
Risk inventory: 3 service(s) rest on a single contributor; 759 file(s) would become orphans if the top contributor leaves; 142 file(s) carry high correction load (≥35% fix/revert); 20 service(s) lack AI-readable operational context.
Top recommended action: Pair Saoud Rizwan (saoudrizwan@github) on 'cli' — bus factor 1 across 143 files
--api-key sk-ant-... --provider anthropic --model claude-sonnet-4-6or set
narrative.api_key in .blindspot.yaml.
Without a key, this rule-based narrator is used — deterministic,
in-process, no network.
Fragile resilience overall (score 58). Weakest dimension: AI operational readiness at 7.
Team-based Multiple maintainers without a single dominant contributor.
Six concrete questions, each with a one-number answer. This is the
report. Everything below is supporting detail; run with
--detailed for the deep-dive sections.
Concrete next steps derived from the signals in this report. Each action is tied to a specific finding — treat them as conversation starters with the team, not directives.
| Priority | Confidence | Category | Title | Target | Evidence |
|---|---|---|---|---|---|
| High | High | Ownership Diversification |
Single-owner concentration
Diversify ownership of '.clinerules' (currently single-owner)
Service '.clinerules' has bus factor 1 across 13 files; CandiedUniverse (candieduniverse@github) holds 85% of effective ownership. Pair them with at least two additional engineers and rotate code reviews for this area over the next 60 days.
▸ Bus factor 1 over 13 files — CandiedUniverse (candieduniverse@github) holds 85% of effective ownership.
|
.clinerules |
bus_factor=1, top_owner_coverage=85%, files=13 |
| High | High | Ownership Diversification |
Single-owner concentration
Diversify ownership of 'cli' (currently single-owner)
Service 'cli' has bus factor 1 across 143 files; Saoud Rizwan (saoudrizwan@github) holds 85% of effective ownership. Pair them with at least two additional engineers and rotate code reviews for this area over the next 60 days. Cadence: one file per sprint to keep the load reviewable.
▸ Bus factor 1 over 143 files — Saoud Rizwan (saoudrizwan@github) holds 85% of effective ownership.
|
cli |
bus_factor=1, top_owner_coverage=85%, files=143 |
| High | High | Ownership Diversification |
Single-owner concentration
Diversify ownership of 'locales' (currently single-owner)
Service 'locales' has bus factor 1 across 24 files; Saoud Rizwan (saoudrizwan@github) holds 92% of effective ownership. Pair them with at least two additional engineers and rotate code reviews for this area over the next 60 days. Cadence: aim to cover the top files this quarter.
▸ Bus factor 1 over 24 files — Saoud Rizwan (saoudrizwan@github) holds 92% of effective ownership.
|
locales |
bus_factor=1, top_owner_coverage=92%, files=24 |
| Medium | High | Codeowners Update |
Update CODEOWNERS for .github/copilot-instructions.md
Declared owners (@saoudrizwan, @arafatkatze, @maxpaulus43, @candieduniverse) do not include the current top contributor. M.Yoshida(Jyuko Co.,Ltd) (mitsunori_yoshida_8@hotmail.com) holds 44% of effective ownership. Either add them to the CODEOWNERS rule or assign explicit cross-coverage.
▸ Declared owner does not include the actual top contributor (M.Yoshida(Jyuko Co.,Ltd) (mitsunori_yoshida_8@hotmail.com) at 44% coverage).
|
.github/copilot-instructions.md |
declared=@saoudrizwan, @arafatkatze, @maxpaulus43, @candieduniverse, actual_top=mitsunori_yoshida_8@hotmail.com, coverage=44%, line=1 |
| Medium | High | Quality Guardrail |
Fragile velocity
Stabilize delivery on src/core/task/index.ts
38% of recent commits to this file are follow-up fixes or reverts (8 of 21). Consider tightening review depth, adding regression tests, or pairing on the next non-trivial change to this surface.
▸ 38% of recent commits to this file are follow-up fixes or reverts — work surface ships fast but corrections pay the bill.
|
src/core/task/index.ts |
correction_ratio=38%, fixes=7, reverts=1, total=21 |