Source identity
| Field | Recorded value |
|---|---|
| Source type | GitHub source |
| Original record | Janady13/missionmatch / internal/modules/staffing/doc.go |
| Date | Not specified in source |
| Repository | Janady13/missionmatch |
| Revision | 720d47fae476b0d38477ae4401697d372b1ea2bc |
| Branch | feature/opportunity-to-outcome |
| Path or archive member | internal/modules/staffing/doc.go |
| Original SHA-256 | 7f0ab906ca272c18b044468de203b60bc5220d690ed9f93f144d4625cd95d622 |
| Git blob SHA | 7c6852b9d3fe30c81abc10d4c5bcac0d69bf33f1 |
| Reading-copy SHA-256 | 7f0ab906ca272c18b044468de203b60bc5220d690ed9f93f144d4625cd95d622 |
Every recorded occurrence
These 24 records contain identical original source bytes. Their paths and revisions remain part of the archive.
| Original record | Branch or archive | Revision / identifier | Original location |
|---|---|---|---|
| Janady13/missionmatch / internal/modules/staffing/doc.go | feature/opportunity-to-outcome | 720d47fae476b0d38477ae4401697d372b1ea2bc | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | per-tenant-routing | 9bde0f9a74b89d01980fa658e5253acda7528d0c | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | collision-deconfliction | 4ee5a09972608ed89f8377c6665542d5f450f0a6 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ws6-retrieval | 6c56e29231ec05735927fa265c97d517499dfeaf | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | m5-price-to-win | 41000ad30fff4129fdaf5ec84e15ba14c27d4890 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ws1-ontology-sync | b596f449a32a1016fbd403c36505cc00a1ac9ee6 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | master | 1e9249840a4302ec82e123b9c9cb6f75badea3e4 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ws8-teaching-loop | c823f0fb6bb2aba0f39001eb6de96f4000d9321f | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | w3-ai-staffing-recommendations | 43d56387270ef4da4cabd794d97ca6a49909bc7d | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | mag-substrate | b82c7100a492dec67dfd1eda6b3f53def859be35 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ws3-clearance | 4b8e7ce594c068621867f9c9deed0ec64ae6c553 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | phase2-eval-fairness | d361af254701975fe239927656ababb56374655e | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | time-to-fill-survival | b66e1e505863d4f17741a4b9ede73509e45bd6c6 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | graphrag-foundation | b0ddeb9f633fd138d09309d1a17b7d13bc3a67f7 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | deploy-and-ops | bdacd9d0b4d5998d25fc74bf4007f4c3ec538c7a | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ws9-bench-ingestion | f585a9ef32fa554663ce1fba9a414a54b6e49cf0 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ws2-alias-relationship | e4dada4601c6eb101830f9d223a9655dfa120616 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | presentation-readiness | eb574acaa29d71ce4d0f852572e87c275c79fdb7 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | vendor-intelligence | fe9796a19c261951d3f2565206c0c1b5ac294465 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ws7-federal-signal | 6a9f6ce9cfb13345ffb47770d4960e7c2d9c17c2 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | ai-brain-live | aac32fc49c878cc5bca099459307611562d0bac1 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | phase2-connectors | e038d4c687aec16f8bd9bc4d907eea14d91f8704 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | feature/aioe-upgrade | 2178e7298d0e5d9af83afa12402fd587f0ba6ed8 | Open original |
| Janady13/missionmatch / internal/modules/staffing/doc.go | capture-readiness | bae6af7cb2997e819174a9e9cfff5e16067a1975 | Open original |
Recovered source transcript
Download complete source text ↓18 lines · 1.3 KB
// Package staffing is the W3 AI Staffing Recommendations layer. It turns the frozen, deterministic
// engine scores into explained, human decided staffing ACTIONS, in three views over one recommendation
// core: close a named gap, optimize the whole bench (a pure Go minimum cost flow), and a proactive bench
// watch.
//
// The decision content of every recommendation, who, what action, what rank, what confidence, and the
// portfolio allocation, is computed ONLY from frozen engine outputs, explicit rules, skill adjacency,
// availability, and current commitment. No model is in that path. A language model is used ONLY to write
// the natural language rationale, behind the existing faithfulness gate, with a deterministic fallback;
// the recommendation never depends on it.
//
// The package holds the platform's hard boundaries by construction: it reads no demographic attribute and
// names no eeo schema object (the AI tripwire test is extended to walk this package), it recomputes no
// engine score (it reuses the one engine.ScoreCandidate path through the matching package and references
// the frozen candidate_evaluations row), it runs every database operation inside a tenant transaction
// under RLS, and a person approves, rejects, or dismisses every recommendation (it never auto rejects).
package staffing