Public recordModerate
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 03:15 UTC
devr-tools / szr
Go-native cli proxy that reduces token usage
devr-tools/szr holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (86/100) and lowest on Security (48/100). It was last updated today. A single contributor accounts for most of its recent work.
61
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
61
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
devrOrganization
1 follower5 public repossince May 2026
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/devr-tools/szr | v0.19.1 | - | 23 | 5 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
71
Development activity
59Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 4.8/36 | Commit cadence — 7/52 weeks with commits |
| 18/18 | Commit volume — 327 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 327 |
| human_commit_share | 0.98 |
| days_since_last_push | 0 |
| active_weeks_last_year | 7 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 22 releases published |
| 36/36 | Release recency — latest release 5 days ago |
| 27/27 | Release cadence — a release every ~1.6 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 22 |
| latest_release_tag | v0.19.1 |
| releases_from_tags | no |
| days_since_latest_release | 5 |
| mean_days_between_releases | 1.6 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
48
Popularity & adoption
10Critical
How it's scored
| 9.8/60 | Stars — 5 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 0 |
| stars | 5 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | below_threshold |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
50
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 37.8/38.3 | PR acceptance — 76/77 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/10 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 76 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 1 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
38At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 2.2/25 | Owner reach — 1 followers of devr-tools |
| 6/25 | Track record — 5 public repos, account ~0 yr old |
Inputs used
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | devr-tools |
| public_repos | 5 |
| account_age_days | 62 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 5 days ago |
| 20/20 | Version history — 23 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/devr-tools/szr |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 5 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://devrtools.com/szr |
| 10/10 | Repository description |
| 10/10 | Topics — 7 topics |
| 0/10 | Wiki |
Inputs used
| topics | ai, go, tool-suite, ai-agents, ai-tools, sizer, szr |
| has_wiki | no |
| homepage | https://devrtools.com/szr |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
48
Security posture
48At risk
How it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/10 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 5/5 | SAST — SAST tool is run on all commits |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4.8 |
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
74
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 91 of 98 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.929 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
90Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile |
| 10/10 | Demonstrated agent practice — 36 of the last 100 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 2 of the last 100 commits are automated dependency updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0.36 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0.02 |
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/479 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 33,173 |
| source_files_sampled | 479 |
| oversized_source_files | 0 |
Key facts
5GitHub stars
1contributors
327commits, last 12 months
0days since last push
22releases
1bus factor
0open issues
Gopackage ecosystems
More detail
OpenSSF Scorecard 4.8 / 10
4.8aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 9 | Binary-Artifacts | binaries present in source code |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 10 out of 10 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/10 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 10 | SAST | SAST tool is run on all commits |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
All dependencies 0
Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies to assess
Raw JSON report machine-readable
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"body": null,
"is_bot": false,
"headline": "fix: require szr for git workflow installer guidance",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-17T01:22:05Z",
"body_truncated": false,
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"oid": "75a432708879457f55c53b54d611a2af0a89d6ce",
"body": "Fix: installer command guidance",
"is_bot": false,
"headline": "Merge pull request #72 from devr-tools/fix/installer-command-guidance",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-17T00:49:49Z",
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"body": null,
"is_bot": false,
"headline": "require szr for git workflows",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-16T21:17:59Z",
"body_truncated": false,
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{
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"body": null,
"is_bot": false,
"headline": "fix installer command guidance",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-16T21:11:34Z",
"body_truncated": false,
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{
"oid": "169fadaf98ef24dfb25a44929360391388033994",
"body": "…--components--szr\n\nchore(main): release 0.19.0",
"is_bot": false,
"headline": "Merge pull request #70 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T22:33:42Z",
"body_truncated": false,
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{
"oid": "0dc4108f3d1bc56243c90abfe9d0a86aa25642fc",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.19.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T22:29:44Z",
"body_truncated": false,
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},
{
"oid": "45306f35a80104c0f31d1c7d5290972b86a23922",
"body": "feat: per-agent usage breakdown and interactive session picker",
"is_bot": false,
"headline": "Merge pull request #69 from devr-tools/alexj-usage-agents",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T22:29:24Z",
"body_truncated": false,
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{
"oid": "90f0be57a5d5bb7438eb7d7c433251b358d9a2e2",
"body": "- szr usage sessions gain an agents column; --session drill-down\n renders per-subagent turns and token usage with a main row, with\n totals guaranteed to equal main plus agents\n- --json adds additive main/agents/agent_count fields\n- on a terminal, szr usage numbers the sessions and offers a prompt\n loop (pick a session, y to view agents, q to quit); piped, --json,\n --session, and --no-input paths stay byte-identical\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: per-agent usage breakdown and interactive session picker",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T22:08:53Z",
"body_truncated": false,
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},
{
"oid": "bff03e20020a5c63d5d5e66426c597e7b48d10e1",
"body": "…--components--szr\n\nchore(main): release 0.18.1",
"is_bot": false,
"headline": "Merge pull request #68 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T21:10:22Z",
"body_truncated": false,
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},
{
"oid": "353c550f5400d4d6de5952b6866f1b68723e68c8",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.18.1",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T21:05:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "52c32cfa55b4ec42d400c4ea9c6ad901e7999c40",
"body": "fix: verify auto-update results and add self doctor --refresh",
"is_bot": false,
"headline": "Merge pull request #67 from devr-tools/alexj-update-fixes",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T21:05:29Z",
"body_truncated": false,
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{
"oid": "65887cad5711efcd277a12ac7b98886a58239527",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: keep exported Doctor signature stable via DoctorWithOptions",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T21:00:27Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "83eb3404b4ba7e597bb004225cb3c3166b4f103a",
"body": "- szr self doctor --refresh bypasses the release-check cache for a live\n lookup and rewrites the cache, preserving auto-update state fields\n (live checks previously wiped them)\n- auto-update only records success after the installed binary actually\n reports the target version; a package-source no-\n[…]\np (e.g. stale\n formula) is surfaced as an honest error instead of a false success\n- the brew path refreshes the formula source before upgrading\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: verify auto-update results and add self doctor --refresh",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T20:57:37Z",
"body_truncated": true,
"is_coding_agent": true
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{
"oid": "73fa13639c1c373c2de1f6be1831b8cfe5b98fe8",
"body": "…--components--szr\n\nchore(main): release 0.18.0",
"is_bot": false,
"headline": "Merge pull request #65 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T20:26:37Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "7f51063d6929fca2a330fafdc453916358eade70",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.18.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T20:21:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b4669f3d10c2d4c7d819b77e693038a3c6fb7097",
"body": "feat: land user-defined filters, transcript insight commands, and coverage batch on main",
"is_bot": false,
"headline": "Merge pull request #66 from devr-tools/alexj-clean",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T20:20:49Z",
"body_truncated": false,
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},
{
"oid": "28b247c34850be8209f8be87c03008a2417ac0eb",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into alexj-clean",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T20:16:16Z",
"body_truncated": false,
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},
{
"oid": "2666200be3e084d42c44100c7f58af8cf7fdb210",
"body": "feat: user-defined filters, transcript insight commands, and coverage batch",
"is_bot": false,
"headline": "Merge pull request #64 from devr-tools/alexj-followups",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T20:07:23Z",
"body_truncated": false,
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},
{
"oid": "82cefd89a041d2026bf94a8296911d38980ceb09",
"body": "feat: output-guard invariant, tee retention, transparent prefixes, and new profiles",
"is_bot": false,
"headline": "Merge pull request #63 from devr-tools/alexj-clean",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T20:06:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2553d2b8b2596b5a6580bcc924d968456c8b54e",
"body": "… batch\n\n- User-defined declarative filter specs load from the config dir and,\n trust-gated, from .szr/filters/; builtins never silently shadowed\n- New `szr discover` scans local agent transcripts read-only for\n commands that ran unwrapped and estimates missed savings from the\n user's own per-pro\n[…]\ntext-window anchor\n- New profiles: gradle-build, pulumi-diff, aws-log-events,\n aws-lambda-functions, aws-stack-events, aws-s3-ls, aws-ecs-state\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: user-defined filters, transcript insight commands, and coverage…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T19:59:11Z",
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},
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"oid": "d192301c6569cdbc548e6b591cc5cf4ca2e17f28",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into alexj-clean",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T18:15:49Z",
"body_truncated": false,
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},
{
"oid": "bbb892100c5cef22e00bd21f6a5a5748dde3a0f4",
"body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor: extract helpers to satisfy lint maintainability gates",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T17:32:20Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "00faa8fc2c31356060833d30bf33201ba9cd765a",
"body": "…d new profiles\n\n- Filtered output (including recovery suffixes) never exceeds raw token\n cost; failure renders expand within raw size instead of past it\n- Stream-preference profiles render compact stderr when stdout is empty\n instead of falling back to raw (fixes kubectl-get fallback churn)\n- His\n[…]\n-images,\n glab-pipeline; per-execution token-estimate memoization (~13% faster\n render pipeline) and update checks moved off the dispatch path\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: output-guard invariant, tee retention, transparent prefixes, an…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-15T17:22:55Z",
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},
{
"oid": "15be3c6c51be15b50eb988fd817390a163e88c9e",
"body": "…ub-actions-fb194b0f86\n\nchore(deps): bump the github-actions group with 3 updates",
"is_bot": false,
"headline": "Merge pull request #62 from devr-tools/dependabot/github_actions/gith…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-14T22:02:08Z",
"body_truncated": false,
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},
{
"oid": "612406b4856cab38f332ada0fc03db7629ff03bd",
"body": "Bumps the github-actions group with 3 updates: [devr-tools/codeguard](https://github.com/devr-tools/codeguard), [actions/setup-node](https://github.com/actions/setup-node) and [actions/setup-python](https://github.com/actions/setup-python).\n\n\nUpdates `devr-tools/codeguard` from 0.6.1 to 0.8.1\n- [Rel\n[…]\non\n dependency-version: '6'\n dependency-type: direct:production\n update-type: version-update:semver-major\n dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump the github-actions group with 3 updates",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-09T11:44:16Z",
"body_truncated": true,
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},
{
"oid": "2e2aff7570047c60fc9e3f98ebd693add8f7a137",
"body": "docs(readme): add npm and PyPI version badges",
"is_bot": false,
"headline": "Merge pull request #61 from devr-tools/docs/npm-pypi-badges",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T17:12:05Z",
"body_truncated": false,
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},
{
"oid": "c27da72c0583d1c91f0f55d1e7a03fd9fa03197c",
"body": "szr is now published to npm (@devr-tools/szr) and PyPI (szr). Add version\nbadges alongside the existing release badge for discoverability. Install\ninstructions for both were already present.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): add npm and PyPI version badges",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T17:07:55Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4d288634f9715e9310fe1969955bc7fe26932fa6",
"body": "…--components--szr\n\nchore(main): release 0.17.0",
"is_bot": false,
"headline": "Merge pull request #60 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T16:59:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37624b85687d6b1c4f4da87e954fa9990536c457",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.17.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T16:56:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "60be976b910b52869ab24738fc3793b38379f97b",
"body": "fix(cd): grant id-token to the release.yml caller",
"is_bot": false,
"headline": "Merge pull request #59 from devr-tools/fix/cd-oidc-permissions",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T16:55:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8439fa7074ec863bb55665fb8659dddd81d7859",
"body": "Merging the npm/PyPI packaging added publish-npm/publish-pypi jobs to\nrelease.yml that request `id-token: write` for OIDC trusted publishing.\nrelease.yml is a reusable workflow called by cd.yml's prerelease job, and\nGitHub validates a called workflow's job permissions statically at startup —\neven fo\n[…]\nrite` on the prerelease caller job so validation passes.\nThe publish jobs remain stable-only and never run on the prerelease path.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cd): grant id-token to the release.yml caller",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T16:51:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "23157e0a0e9d6b211b03af1331dfeb530d29b5ac",
"body": "feat(packaging): distribute szr via npm and PyPI",
"is_bot": false,
"headline": "Merge pull request #58 from devr-tools/feat/npm-pypi-packaging",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T16:46:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "942771ce53fc88fc502d42f315636d3b850586b4",
"body": "Add wrapper packaging that ships the prebuilt GoReleaser binaries through npm\nand PyPI, so users can `npm install -g @devr-tools/szr` or `pip install szr`\nwithout a Go toolchain and without any network access at install time.\n\n- npm: esbuild-style optionalDependencies. A launcher package\n (@devr-to\n[…]\nn, npm publish --dry-run,\nwheel install (executable) + twine check, and a live `npm install -g\n@devr-tools/szr` from the registry.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(packaging): distribute szr via npm and PyPI",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T16:42:51Z",
"body_truncated": true,
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},
{
"oid": "112bd4a776823cdae43c5a622e1258f2310b0052",
"body": "…--components--szr\n\nchore(main): release 0.16.0",
"is_bot": false,
"headline": "Merge pull request #57 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T15:18:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e6494d98af81487cac314c7ad106ee1ec25354b2",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.16.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T15:10:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86ef530169038414e9cd765dd86326ef61aee079",
"body": "feat: route shell-wrapped and node inline-eval commands to real profiles",
"is_bot": false,
"headline": "Merge pull request #56 from devr-tools/wrapper-routing",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T15:10:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f30b23a2b602f2b23117487c639dac59c921a2fa",
"body": "…ofiles\n\nCommands invoked through a shell wrapper (sh/bash/zsh/dash/ksh -c, with\ncombined or separate login/interactive flags) are now unwrapped for\nclassification and matching: simple inner commands route directly, and\nsetup-prefixed chains (source/cd/export followed by the real command)\nroute on t\n[…]\nessages and [eval] stack anchors.\nThese two shapes previously fell through to passthrough despite being\namong the most common agent invocations.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(engine): route shell-wrapped and inline-eval commands to real pr…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T11:32:14Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "aa51eac0157c9e4f75497768ac4a97abcc066948",
"body": "…--components--szr\n\nchore(main): release 0.15.0",
"is_bot": false,
"headline": "Merge pull request #55 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T05:21:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "382c97963861ad13f9bd5e27560bd3b97c0adf2e",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.15.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T05:17:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2e5fa2cf1ae66e3ce8bb58d2bcc81032dca94260",
"body": "feat: delta rendering, swarm context scopes, and stdin pipe mode",
"is_bot": false,
"headline": "Merge pull request #54 from devr-tools/boundary-wave-3",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T05:16:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b170dac27881b7d193969c292ae345babf27cef",
"body": "'<cmd> | szr pipe' filters output already in flight: content sniffing\nroutes logs to the streaming severity summary, JSON and NDJSON to the\nstructured renders including tabular arrays, binary streams to\nprintable-string digests, and everything else through the generic\nsignal-aware reducer, with --hi\n[…]\nxplicit truncation\nnote; opt-in --tee preserves the raw stream byte-exact). Pipe mode\nnever fabricates exit-dependent framing it cannot observe.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): stdin pipe mode with content-sniffed summarization",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T05:11:27Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6c1ecd521b09bdbda93eaa1166f7e4e8a317567c",
"body": "…copes\n\nWhen a command's output changed since a recent run of the same command,\nszr can now render a change digest instead of a full summary: 'since\nlast run (2m ago): +N -M lines' with the changed lines themselves,\nnewly-critical failure lines first and exempt from every cap, plus an\nexpandable bas\n[…]\ntext scope with a single export; reference expansion remains\ncontent-addressed and scope-free. Enabled via advanced.delta_render\n(default true).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(engine): delta rendering for changed re-runs and swarm context s…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T05:11:27Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6c7265ac2d795c421995fad506172c41171ec03b",
"body": "The guarantee now covers the display after artifact suffixes are\nattached: when a complete tiny raw output is strictly cheaper than the\nrender plus its recovery pointer, the raw output wins and no pointer is\nemitted - it omits nothing. Canonical summaries lose their size slack\nentirely (the marker o\n[…]\nly breaks equal-size ties), so no summary of a\ntiny output can cost more than the output itself. Failures always keep\ntheir recovery references.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(engine): enforce never-worse-than-raw on the final display",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:49:58Z",
"body_truncated": true,
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"oid": "8b50973b09c2ef8fe7f6edad54533ed676f36855",
"body": "…--components--szr\n\nchore(main): release 0.14.0",
"is_bot": false,
"headline": "Merge pull request #53 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:40:32Z",
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{
"oid": "d06451d547d5d61538899ebca686ecd35096f8bc",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.14.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:37:06Z",
"body_truncated": false,
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{
"oid": "5213cc2661718e819037b2c6ded4e84fcc83d3f5",
"body": "feat: session dedup with reference expansion, tabular JSON, and fidelity depth",
"is_bot": false,
"headline": "Merge pull request #52 from devr-tools/boundary-wave-2",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:36:48Z",
"body_truncated": false,
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{
"oid": "0a857564a96225bdfbcf19385c95592033fa8ffe",
"body": "…rotocol\n\nInstalled agent instructions now cover the dedup reference format (do\nnot re-run; expand on demand), retention-verifier missing-detail\nsections, and the agent reasoning budget mode.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(installers): teach agents the reference-expansion and verifier p…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:33:40Z",
"body_truncated": false,
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{
"oid": "3ae65fdf1869c39740610156d15567c15ec2bec6",
"body": "… rendering\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: highlight fidelity guarantees, session dedup, and anomaly-aware…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:29:58Z",
"body_truncated": false,
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{
"oid": "1d64b091b10b8d0505ae0b260986abeb8283e91c",
"body": "A canonical summary may exceed tiny raw output by at most a quarter -\nbeyond that the raw lines win, eliminating negative-savings renders on\nsmall file lists and reads. A successful display equal to the complete\nraw stream no longer carries a redundant recovery pointer (and a stale\nomission claim ca\n[…]\n an actual improvement signal - poor compression or\na fallback-heavy path - so well-compressing high-volume commands stop\nappearing as problems.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(engine): honest small-output summaries and hotspot selection",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:24:33Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6e5fe242ed65755dad1f9a05fdb177972d2b55e4",
"body": "…endering\n\nFilters now spend the compression-contract budget by priority tier -\nfailing-test names, diagnostic headers, and lint identifiers form an\nirreducible inventory that survives any cap, with details filling the\nremaining allowance - instead of competing in a generic density contest.\nApplied \n[…]\naped output renders as a byte count plus deduped printable\nstrings in both file reads and the fallback path. Adds a uniform-array\nbench fixture.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(filters): tier-priority self-capping and binary-aware fallback r…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:24:33Z",
"body_truncated": true,
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},
{
"oid": "2dcf4f83846fd8409ba2f2f275a46e76e90522f0",
"body": "Arrays of uniform objects (at least 5 items sharing one key set) render\nas a header plus value rows: keys declared once, priority-ordered\ncolumns, quoted cells that keep null and \"null\" distinct, anomaly rows\nalways included, and explicit +N more markers. Halves the token cost of\nlist-shaped API res\n[…]\non compared to the previous\npreview, and applies to both json-query and gh api renders; every other\nJSON shape keeps the existing typed preview.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(filters): tabular rendering for uniform JSON arrays",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:24:15Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4c375cf4d4a97c84dd7616c6a2205a7c3600b3c7",
"body": "Byte-identical re-runs of a command (same cwd, same exit code, within a\n30-minute window) now render as a two-line reference - the summary or\ncritical failure lines plus 'unchanged from previous run (x N)' with a\nref - and szr expand <ref> recovers the original raw output byte-exact.\nThe raw source \n[…]\nabled by\ndefault via advanced.session_dedup; artifacts live in a size-capped\nself-compacting store; verifier telemetry lands on history records.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(engine): session dedup with reference expansion",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T04:24:14Z",
"body_truncated": true,
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"oid": "d2cf9c272cd58ff17b5864e64b1388fd9f319d71",
"body": "…--components--szr\n\nchore(main): release 0.13.0",
"is_bot": false,
"headline": "Merge pull request #51 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:22:25Z",
"body_truncated": false,
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{
"oid": "25e73c7f99bf20e955d0918168a68da43acabc50",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.13.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:10:06Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "7b4d1067142b164de2e8461816fad463084608cb",
"body": "feat: retention verifier and fidelity-depth improvements across renders",
"is_bot": false,
"headline": "Merge pull request #50 from devr-tools/boundary-wave-1",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:09:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77037e6cff8e285766196b744751d43688294be9",
"body": "pnpm text-reporter failure, registry 404, cargo build error, and dotnet\nbuild failure fixtures assert the failing spec names, package specs, and\ndiagnostic codes survive rendering, with measured savings floors.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(bench): pin runner identifiers with four new fidelity fixtures",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:01:35Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "522f315c0fabab84ed0060f77cc36b0203d3a3eb",
"body": "…ling loosen advice\n\nThe poor-savings table previously ranked by residual volume with no\nsavings gate, so high-savings fingerprints with large outputs appeared\nas problems; rows now qualify only below 40% average savings (or\nnegative) and rank by residual tokens. Budget-loosen suggestions are\nskippe\n[…]\nnts failing more than 80% of runs - a fallback-heavy\nsignal on an always-failing command means the command errors, not that\nthe budget is tight.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): spread surfaces genuinely poor savings and skips always-fai…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:01:35Z",
"body_truncated": true,
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{
"oid": "00d35faf66f3e8fb0f5453127c08da6634ee111e",
"body": "… build detail\n\nList and table renders now always keep anomalous rows - minority states\nin cloud inventories (the one stopped instance among running), rare\nvalues in low-cardinality SQL/table columns (the past_due row) - plus\nexact counts. Huge git diffs render a complete directory-grouped file\ninve\n[…]\nrrors keep the undefined-symbol window, and glab commands map\nonto the GitHub profiles with a new list summarizer for gh/glab\npr/mr/issue lists.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(filters): anomaly-aware lists, full diff inventories, and deeper…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:01:35Z",
"body_truncated": true,
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},
{
"oid": "ec317507ae1984513fb95d3aeb701779e6deca15",
"body": "…r renders\n\nPlain-text JS test output now leads with every failing spec name plus\nits assertion; registry errors keep the decoded package spec and error\ncode; cargo renders guarantee every error[ENNNN] header and clippy lint\nname survives any budget; the pytest short-summary parser no longer\nstops a\n[…]\n package covers msbuild diagnostics\n(CS/MSB/NETSDK codes with file anchors) and VSTest failures (test name,\nassert message, first stack anchor).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(filters): keep failing-test identifiers and error codes in runne…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:01:13Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7eb537caafbfb2f882f2b8ccf4d48c3e9b4b53e2",
"body": "…acts\n\nAfter the full render pipeline, szr now extracts critical facts from raw\noutput - error lines, file:line anchors, diagnostic codes, failing-test\nidentifiers, and summary counts - and verifies their identifying tokens\nsurvived the render. Missing facts are repaired by appending a compact\n'miss\n[…]\nreference: a\ncompact view that omitted lines is lossy and may never replace a\nstructured render, and only a drastic size win justifies the swap.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(engine): retention verifier repairs renders that drop critical f…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T03:01:13Z",
"body_truncated": true,
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"oid": "086fc8ad162c84d191f313ca857bb576b655953c",
"body": "…--components--szr\n\nchore(main): release 0.12.1",
"is_bot": false,
"headline": "Merge pull request #49 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T02:03:43Z",
"body_truncated": false,
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{
"oid": "f282b84b59f3bbcbaf204b35a13c46f7237dd015",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.12.1",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T01:40:27Z",
"body_truncated": false,
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},
{
"oid": "575e7c8f8c5a6856f6160e9688199d2c14a53a75",
"body": "fix: post-render guards must not compare against truncated capture",
"is_bot": false,
"headline": "Merge pull request #48 from devr-tools/fix-guard-truncated-capture",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T01:40:11Z",
"body_truncated": false,
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},
{
"oid": "fdc6af84f534670c0791876f2e9bc59d85ef410e",
"body": "…ated\n\nWith stream capture limited to the preview window, the\nnever-worse-than-raw guard and the terse-render preference compared\ncorrect summaries against only the HEAD of the output and replaced\nthem - a failing test run rendered as pass noise with every failing\ntest name dropped. Both guards now \n[…]\n when capture was truncated,\nmirroring the compression contract's true-raw-token fix. Regression\ntests reproduce the exact swap on unfixed code.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(engine): post-render guards must stand down when capture is trunc…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T01:30:02Z",
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{
"oid": "7fb5b8deec8885c1b5d38d6bd7518275c94d5bc5",
"body": "…--components--szr\n\nchore(main): release 0.12.0",
"is_bot": false,
"headline": "Merge pull request #47 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:35:24Z",
"body_truncated": false,
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{
"oid": "17a5074f90e7a142be1cdf281983b33402aa6dad",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.12.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:29:51Z",
"body_truncated": false,
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{
"oid": "db8d6bdc325a509fbcacf91d20a471b9517c011d",
"body": "fix: fidelity-first filtering — never destroy the answer",
"is_bot": false,
"headline": "Merge pull request #46 from devr-tools/fidelity-fixes",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:29:28Z",
"body_truncated": false,
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},
{
"oid": "cd846bc45b58346bc61952eee258cda5f3ce4827",
"body": null,
"is_bot": false,
"headline": "Merge branch 'main' into fidelity-fixes",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:25:23Z",
"body_truncated": false,
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},
{
"oid": "efbdbf1545a6a30b100771f848e6deb89add44b4",
"body": "feat: summarize raw gh api JSON responses",
"is_bot": false,
"headline": "Merge pull request #45 from devr-tools/gh-api-profile",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:25:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd36457f09394d0cbeb4ce08dbd2ce731102ffdb",
"body": "RunLS/RunGrep/RunFind keep their original (int) signatures as deprecated\nwrappers; the handled-sentinel variants move to TryRunLS/TryRunGrep/\nTryRunFind, which the CLI routing uses. Resolves the codeguard\nexported-contract break without losing the native-delegation behavior.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): restore exported localcmd signatures for API compatibility",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:17:50Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "98eabf75b7cc2ea3d66037f95069261ceac7c70d",
"body": "Executing a freshly written script can race a concurrent fork that\nbriefly holds the write descriptor open before its own exec, failing\nwith 'text file busy' on Linux. Start now retries up to 5 times with a\n10ms delay, rebuilding the command and pipes each attempt (a failed\nStart closes the parent pipe ends). Fixes the flaky\nTestExecuteRemovesIncrementalTeeOnSuccess CI failure and hardens real\nagent workflows that write-then-run scripts.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(engine): retry command start on ETXTBSY",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:17:50Z",
"body_truncated": false,
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},
{
"oid": "68879a4ba69b1727113c46a08ea715916f12a100",
"body": "…lity fixes\n\nAdds the service-log-severity fixture (95.9% measured savings, errors\nand histogram as must-keep content) and updates find/clean-pass\nexpectations for the verbatim-list and terse-pass renders.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(bench): add service-log fixture and align expectations with fide…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:06:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f8033f28a75a5ef4fbee30369204a6270a8ad969",
"body": "…th its headline\n\nShort file lists are the payload the agent asked for: find now lists\nevery path verbatim up to the budget and only buckets by extension and\ndirectory beyond it. gh pr view renders a dense header line first\n(number, state, title, review, branches) and self-caps its file list,\nso capping can never drop the title in favor of path-dense churn lines.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(filters): list small find results verbatim and lead gh pr view wi…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:06:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "742b4ab5d7314f68661279f2c9f32adfc713f7bb",
"body": "cat on log-shaped files (extension plus timestamp/level content sniff)\nnow renders a severity histogram, every distinct ERROR/FATAL message\nwith exact counts and first-to-last time ranges (never dropped\nregardless of budget), and top messages per level - instead of relaying\nverbatim head lines that \n[…]\nental dedup map with bounded memory, so large logs never buffer\nfully. A 696KB service log now renders in 587 bytes with all errors\nfirst-class.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(filters): severity-aware summaries for log files",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:06:41Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "bffdd3fc442f4d2cac3b61da5b6069138fca8260",
"body": "…fs keep content\n\ngit log -5 keeps the requested count and format instead of being\nrewritten to 20 oneline commits; plain git diff runs the user's exact\narguments and summarizes from the full patch, keeping whole filenames,\nconflict markers, and verbatim changed lines for small diffs; git show\nno longer injects --no-patch over an explicit --stat.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(profiles): git rewrites respect explicit user flags and small dif…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:06:21Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8e80a3b683baf7a367dd2fb2de7df01c0d5b852a",
"body": "The 1/5 hard cap no longer arms below 200 raw tokens and never retains\nfewer than 48, so small diagnostics stop being crushed to ellipses.\nhardCapTokens keeps whole highest-value lines (headline first) instead\nof producing word salad, failing commands can never render content-free\noutput (recovering\n[…]\n capture was stream-limited),\nand passing runs of Prepare-rewritten commands prefer a render no larger\nthan the original command's plain output.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(engine): fidelity floor for the compression contract",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:06:20Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "0b207f58a54892cabc4b8125daa7cf0c2e977a46",
"body": "Builtin grep/find/ls emulations now return a handled sentinel and route\nanything they cannot fully parse through the engine with the user's\noriginal argv, so profiles still filter the output and exit codes match\nthe native command. The grep-to-rg rewrite checks LookPath and falls\nback to real grep w\n[…]\nmatch exit 1 is no\nlonger swallowed. Previously these paths lost all output and mutated\nexit codes on standard flags like find -name and ls -la.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): delegate unsupported builtin argv to native binaries",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-03T00:06:20Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b13d9f35f754d5cf612bd71beae826389736b22b",
"body": "…utput hotspots\n\nWith proxied runs kept in token totals, the headline savings percentage\nwas computed over all input tokens, so a proxy-heavy sample reported\n0.1% even when the filter saved most of what it actually touched. The\nheadline now shows savings over filtered traffic (with the overall\nfigur\n[…]\n Hotspot and fingerprint analysis now skip\nzero-output records, which previously could surface a command with\nnothing to save as the top action.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(cli): report spread savings over filtered traffic and skip zero-o…",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-02T21:46:57Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "eee2d1f4a54fd6dfd02ec43c9600d7be9b502072",
"body": "gh api output previously fell through to passthrough (0% savings on\nJSON payloads). It now renders through the bounded JSON value preview,\nmatching only when the user has not already filtered with --jq,\n--template, or --silent; the request itself is never rewritten, and\nnon-JSON responses fall back to compact lines.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(profiles): summarize raw gh api JSON responses",
"author_name": "Alex Wilkerson John",
"author_login": "alxxjohn",
"committed_at": "2026-07-02T20:57:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "67e5e15e0598b8ddbe7da2ade4a7e114ba429ccf",
"body": "…--components--szr\n\nchore(main): release 0.11.0",
"is_bot": false,
"headline": "Merge pull request #44 from devr-tools/release-please--branches--main…",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-02T20:42:42Z",
"body_truncated": false,
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},
{
"oid": "ccfa616628905fa174b18126ff905bcc69c949f3",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.11.0",
"author_name": "alex",
"author_login": "alxxjohn",
"committed_at": "2026-07-02T20:38:40Z",
"body_truncated": false,
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},
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},
{
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]
},
{
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{
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}
],
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},
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},
{
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},
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},
{
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},
{
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},
{
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"points": 0,
"status": "missed",
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},
{
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},
{
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{
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},
{
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},
{
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},
{
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{
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{
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{
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},
{
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},
{
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},
{
"key": "vulnerabilities",
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}
]
},
{
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},
"components": [
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],
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},
{
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{
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{
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{
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{
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{
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{
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},
{
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},
{
"key": "ai_code_legibility",
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},
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"key": "type_checkable_code",
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],
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},
{
"key": "manageable_file_sizes",
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}
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],
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}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-22T03:15:31.673068Z",
"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/devr-tools/szr.svg",
"full_name": "devr-tools/szr",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.26.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.